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<00:02:26.415>'cause <00:02:26.570>in <00:02:26.726>essence, <00:02:26.881>we <00:02:27.037>want <00:02:27.192>you <00:02:27.348>on <00:02:27.503>stage <00:02:27.659>later <00:02:27.815>on.

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<00:03:00.505>Hi <00:03:00.785>everyone. <00:03:01.065>I'm <00:03:01.345>doing <00:03:01.625>quite <00:03:01.905>well.

74
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<00:03:02.885>Thank <00:03:03.040>you <00:03:03.196>very <00:03:03.351>much <00:03:03.507>for <00:03:03.662>having <00:03:03.818>me <00:03:03.973>in <00:03:04.129>the <00:03:04.285>show.

75
00:03:06.145 --> 00:03:07.525
<00:03:06.145>So <00:03:06.559>that's <00:03:06.973>Tiffany <00:03:07.387>Soter.

76
00:03:07.535 --> 00:03:10.645
<00:03:07.535>She's <00:03:07.710>a <00:03:07.885>senior <00:03:08.060>developer <00:03:08.234>advocate <00:03:08.410>at <00:03:08.585>AWS <00:03:08.760>in <00:03:08.935>France.

77
00:03:11.545 --> 00:03:13.885
<00:03:11.545>And, <00:03:11.700>uh, <00:03:11.856>where <00:03:12.011>are <00:03:12.167>you <00:03:12.322>based <00:03:12.478>in <00:03:12.633>Paris <00:03:12.789>directly <00:03:12.945>or?

78
00:03:14.505 --> 00:03:17.725
<00:03:14.505>Yes, <00:03:14.785>Luck. <00:03:15.065>Lucky <00:03:15.345>you. <00:03:15.625>Lucky <00:03:15.905>you.

79
00:03:17.765 --> 00:03:18.885
<00:03:17.765>It's <00:03:18.101>expensive, <00:03:18.436>isn't <00:03:18.773>it?

80
00:03:19.995 --> 00:03:21.725
<00:03:19.995>Yeah, <00:03:21.395>yeah.

81
00:03:21.725 --> 00:03:24.445
<00:03:21.725>Like <00:03:21.900>everywhere <00:03:22.075>in <00:03:22.250>the <00:03:22.424>world, <00:03:22.600>I <00:03:22.775>feel <00:03:22.950>like <00:03:23.125>lately.

82
00:03:24.675 --> 00:03:26.565
<00:03:24.675>Yeah, <00:03:24.875>we, <00:03:25.075>uh, <00:03:25.275>when <00:03:25.475>I <00:03:25.675>worked <00:03:25.875>at <00:03:26.075>Mozilla,

83
00:03:26.565 --> 00:03:27.685
<00:03:26.565>we <00:03:26.766>had <00:03:26.968>an <00:03:27.169>office <00:03:27.371>in <00:03:27.573>Moat

84
00:03:27.825 --> 00:03:30.045
<00:03:27.825>and <00:03:28.024>it <00:03:28.225>was <00:03:28.424>basically <00:03:28.625>like <00:03:28.825>the <00:03:29.024>tourist <00:03:29.225>center

85
00:03:30.305 --> 00:03:31.685
<00:03:30.305>and <00:03:30.553>it <00:03:30.801>was <00:03:31.050>a <00:03:31.298>listed <00:03:31.547>building,

86
00:03:31.705 --> 00:03:33.765
<00:03:31.704>so <00:03:31.860>we <00:03:32.016>couldn't <00:03:32.171>pin <00:03:32.327>pin <00:03:32.482>things <00:03:32.638>up <00:03:32.793>on <00:03:32.949>the <00:03:33.105>wall,

87
00:03:34.345 --> 00:03:37.085
<00:03:34.345>but <00:03:34.484>it <00:03:34.625>was <00:03:34.765>a <00:03:34.905>great <00:03:35.045>location <00:03:35.185>to <00:03:35.325>show <00:03:35.465>off <00:03:35.605>to <00:03:35.745>people.

88
00:03:37.275 --> 00:03:38.275
Like

89
00:03:39.225 --> 00:03:40.365
<00:03:39.225>That's <00:03:39.481>a <00:03:39.738>really <00:03:39.994>nice <00:03:40.251>area.

90
00:03:40.595 --> 00:03:43.765
<00:03:40.595>Yeah, <00:03:40.770>but <00:03:40.945>there's <00:03:41.120>a <00:03:41.295>lot <00:03:41.470>of <00:03:41.645>appeal <00:03:41.820>going <00:03:41.995>up,

91
00:03:43.875 --> 00:03:46.245
<00:03:43.875>like <00:03:44.225>you <00:03:44.575>must <00:03:44.925>have. <00:03:45.275>Yeah.

92
00:03:47.105 --> 00:03:49.445
<00:03:47.105>Oh, <00:03:47.232>I, <00:03:47.359>I <00:03:47.486>just <00:03:47.614>love <00:03:47.741>mom <00:03:47.868>Mato <00:03:47.995>because <00:03:48.123>you <00:03:48.250>just <00:03:48.377>go <00:03:48.505>out

93
00:03:49.445 --> 00:03:51.365
<00:03:49.445>and <00:03:49.620>you, <00:03:49.795>you <00:03:49.970>lose <00:03:50.144>your <00:03:50.320>way <00:03:50.495>on <00:03:50.670>purpose <00:03:50.845>just

94
00:03:51.365 --> 00:03:53.485
<00:03:51.365>to <00:03:51.520>see <00:03:51.676>the <00:03:51.831>side <00:03:51.987>streets <00:03:52.142>that <00:03:52.298>you <00:03:52.453>never <00:03:52.609>see <00:03:52.765>before.

95
00:03:53.625 --> 00:03:56.485
<00:03:53.625>And <00:03:53.752>it's <00:03:53.879>just, <00:03:54.006>yeah, <00:03:54.134>it's <00:03:54.261>like <00:03:54.388>the <00:03:54.515>film <00:03:54.643>I, <00:03:54.770>to <00:03:54.897>a <00:03:55.025>degree,

96
00:03:56.515 --> 00:03:58.165
<00:03:56.515>it's <00:03:56.795>like, <00:03:57.075>uh, <00:03:57.355>really <00:03:57.635>that <00:03:57.915>beautiful

97
00:03:58.345 --> 00:03:59.885
<00:03:58.345>and <00:03:58.622>it's, <00:03:58.899>uh, <00:03:59.176>it's <00:03:59.453>really <00:03:59.731>amazing.

98
00:04:00.075 --> 00:04:03.525
<00:04:00.075>It's <00:04:00.250>pretty <00:04:00.424>incredible. <00:04:00.600>Um, <00:04:00.774>but <00:04:00.950>yeah, <00:04:01.125>not <00:04:01.299>happening <00:04:01.475>anymore

99
00:04:03.545 --> 00:04:04.845
<00:04:03.545>and <00:04:03.712>we <00:04:03.879>don't <00:04:04.046>have <00:04:04.213>a <00:04:04.380>Paris <00:04:04.547>office <00:04:04.715>yet,

100
00:04:04.845 --> 00:04:07.005
<00:04:04.845>and <00:04:04.984>we <00:04:05.125>are <00:04:05.265>developers, <00:04:05.405>so <00:04:05.545>there's <00:04:05.685>no <00:04:05.825>chance <00:04:05.965>of <00:04:06.105>doing <00:04:06.245>that

101
00:04:07.005 --> 00:04:09.805
<00:04:07.005>unless <00:04:07.144>we <00:04:07.285>wanna <00:04:07.424>do <00:04:07.565>an <00:04:07.704>AWS <00:04:07.845>thing <00:04:07.984>directly <00:04:08.125>at <00:04:08.265>your <00:04:08.405>office.

102
00:04:09.905 --> 00:04:11.445
<00:04:09.905>And <00:04:10.136>then <00:04:10.367>we <00:04:10.597>can, <00:04:10.829>we <00:04:11.060>have <00:04:11.291>a,

103
00:04:11.505 --> 00:04:12.885
<00:04:11.505>we <00:04:11.682>have <00:04:11.859>a <00:04:12.037>reason <00:04:12.214>to <00:04:12.392>go <00:04:12.569>over <00:04:12.747>there.

104
00:04:13.125 --> 00:04:15.525
<00:04:13.125>I <00:04:13.265>mean, <00:04:13.405>I, <00:04:13.545>I <00:04:13.685>would <00:04:13.825>have <00:04:13.965>to <00:04:14.105>come <00:04:14.245>by <00:04:14.385>train <00:04:14.525>probably,

105
00:04:15.525 --> 00:04:16.885
<00:04:15.525>and <00:04:15.699>Dan <00:04:15.874>can <00:04:16.049>come <00:04:16.224>by <00:04:16.399>train <00:04:16.574>as <00:04:16.748>well.

106
00:04:16.885 --> 00:04:18.485
<00:04:16.885>That <00:04:17.164>was <00:04:17.445>another <00:04:17.724>thing <00:04:18.005>from <00:04:18.284>London

107
00:04:18.545 --> 00:04:19.805
<00:04:18.545>to <00:04:18.828>Paris <00:04:19.112>with <00:04:19.395>the <00:04:19.679>Eurostar.

108
00:04:19.805 --> 00:04:21.165
<00:04:19.805>It <00:04:20.049>was <00:04:20.294>just <00:04:20.539>a <00:04:20.784>wonderful, <00:04:21.029>wonderful

109
00:04:21.175 --> 00:04:22.725
<00:04:21.175>experience <00:04:21.640>rather <00:04:22.105>than <00:04:22.570>flying.

110
00:04:24.105 --> 00:04:27.085
<00:04:24.105>So, <00:04:24.260>uh, <00:04:24.416>you <00:04:24.571>gonna <00:04:24.727>talk <00:04:24.882>about <00:04:25.038>today <00:04:25.193>about, <00:04:25.349>uh, <00:04:25.505>one

111
00:04:27.085 --> 00:04:29.285
<00:04:27.085>of <00:04:27.260>your <00:04:27.435>top, <00:04:27.609>one <00:04:27.784>of <00:04:27.960>your <00:04:28.135>hobbies, <00:04:28.310>uh, <00:04:28.484>uh,

112
00:04:29.285 --> 00:04:32.085
<00:04:29.285>that <00:04:29.425>you <00:04:29.565>made <00:04:29.705>at <00:04:29.845>the, <00:04:29.985>into <00:04:30.125>a <00:04:30.265>demo <00:04:30.405>in <00:04:30.545>the <00:04:30.685>products

113
00:04:32.085 --> 00:04:34.365
<00:04:32.085>that <00:04:32.260>you <00:04:32.435>do, <00:04:32.609>and <00:04:32.784>that <00:04:32.960>is <00:04:33.135>Dungeons <00:04:33.310>and <00:04:33.484>Dragons.

114
00:04:34.365 --> 00:04:35.365
<00:04:34.365>How <00:04:34.665>did <00:04:34.965>that <00:04:35.265>happen?

115
00:04:36.575 --> 00:04:41.025
<00:04:36.575>Well, <00:04:36.730>um, <00:04:36.886>so <00:04:37.041>my <00:04:37.197>primary <00:04:37.352>role <00:04:37.508>at <00:04:37.663>AWS <00:04:37.819>is <00:04:37.974>to,

116
00:04:41.605 --> 00:04:45.225
<00:04:41.605>um, <00:04:41.885>work <00:04:42.165>with, <00:04:42.445>um, <00:04:42.725>everything <00:04:43.005>ai.

117
00:04:45.765 --> 00:04:48.985
<00:04:45.765>So <00:04:45.920>basically <00:04:46.076>try <00:04:46.231>all <00:04:46.387>of <00:04:46.542>our <00:04:46.698>services, <00:04:46.853>uh, <00:04:47.009>with <00:04:47.164>ai.

118
00:04:49.445 --> 00:04:52.585
<00:04:49.445>And <00:04:49.600>what <00:04:49.756>is <00:04:49.911>cool <00:04:50.067>with <00:04:50.222>the <00:04:50.378>developer <00:04:50.533>advocate <00:04:50.689>role <00:04:50.844>is

119
00:04:52.585 --> 00:04:55.025
<00:04:52.585>that <00:04:52.784>basically <00:04:52.984>they <00:04:53.185>want <00:04:53.385>us <00:04:53.585>to <00:04:53.784>be <00:04:53.984>creative,

120
00:04:55.335 --> 00:04:57.905
<00:04:55.335>like <00:04:55.510>build <00:04:55.685>your <00:04:55.859>own <00:04:56.034>project, <00:04:56.210>like <00:04:56.385>do <00:04:56.560>something <00:04:56.734>amazing,

121
00:04:57.935 --> 00:05:01.665
<00:04:57.935>like <00:04:58.062>try <00:04:58.189>to <00:04:58.316>break <00:04:58.444>our <00:04:58.571>services <00:04:58.698>so <00:04:58.825>we <00:04:58.953>can <00:04:59.080>give <00:04:59.207>feedback, <00:04:59.335>uh,

122
00:05:01.665 --> 00:05:03.505
<00:05:01.665>internally <00:05:02.131>to <00:05:02.598>our <00:05:03.065>teams.

123
00:05:03.845 --> 00:05:06.105
<00:05:03.845>And, <00:05:04.000>uh, <00:05:04.156>I <00:05:04.311>play <00:05:04.467>a <00:05:04.622>lot <00:05:04.778>of <00:05:04.933>Dungeons <00:05:05.089>and <00:05:05.245>Dragons.

124
00:05:06.145 --> 00:05:07.825
<00:05:06.145>I <00:05:06.495>love <00:05:06.844>this <00:05:07.195>game. <00:05:07.544>Um,

125
00:05:08.165 --> 00:05:10.225
<00:05:08.165>and <00:05:08.305>I <00:05:08.445>felt <00:05:08.585>like <00:05:08.725>it <00:05:08.865>was <00:05:09.005>a <00:05:09.145>really <00:05:09.285>nice <00:05:09.425>use <00:05:09.565>case

126
00:05:10.225 --> 00:05:12.025
<00:05:10.225>for <00:05:10.458>an <00:05:10.691>LLM <00:05:10.925>'cause <00:05:11.158>they're <00:05:11.391>so <00:05:11.625>creative.

127
00:05:12.335 --> 00:05:14.985
<00:05:12.335>They <00:05:12.510>never <00:05:12.685>get <00:05:12.859>impatient <00:05:13.034>with <00:05:13.210>you <00:05:13.385>trying <00:05:13.560>new <00:05:13.734>things

128
00:05:15.165 --> 00:05:16.785
<00:05:15.165>or <00:05:15.445>trying <00:05:15.725>to <00:05:16.005>break <00:05:16.285>the <00:05:16.565>rules

129
00:05:16.845 --> 00:05:18.505
<00:05:16.845>or <00:05:17.078>the <00:05:17.311>physics, <00:05:17.545>physics <00:05:17.778>of <00:05:18.011>the <00:05:18.245>game.

130
00:05:19.165 --> 00:05:23.545
<00:05:19.165>Um, <00:05:19.340>and <00:05:19.515>also, <00:05:19.690>I've <00:05:19.865>played <00:05:20.040>this <00:05:20.215>game <00:05:20.390>multiple <00:05:20.565>times

131
00:05:23.925 --> 00:05:26.065
<00:05:23.925>for <00:05:24.125>the <00:05:24.325>past <00:05:24.525>like <00:05:24.725>15 <00:05:24.925>years <00:05:25.125>with <00:05:25.325>different,

132
00:05:26.285 --> 00:05:27.465
<00:05:26.285>uh, <00:05:26.639>AI <00:05:26.993>game <00:05:27.347>masters.

133
00:05:27.925 --> 00:05:31.825
<00:05:27.925>And <00:05:28.065>I <00:05:28.205>reckon, <00:05:28.345>I <00:05:28.485>reckon <00:05:28.625>that <00:05:28.765>this <00:05:28.905>is <00:05:29.045>a <00:05:29.185>very, <00:05:29.325>um,

134
00:05:32.135 --> 00:05:34.625
<00:05:32.135>difficult <00:05:32.414>job <00:05:32.695>being <00:05:32.974>an <00:05:33.255>AI <00:05:33.534>game.

135
00:05:34.625 --> 00:05:37.985
<00:05:34.625>Ma <00:05:34.780>being <00:05:34.936>just <00:05:35.091>a <00:05:35.247>game <00:05:35.402>master <00:05:35.558>in <00:05:35.713>Dungeons <00:05:35.869>and <00:05:36.025>Dragons.

136
00:05:37.985 --> 00:05:41.505
<00:05:37.985>You <00:05:38.101>have <00:05:38.218>a <00:05:38.335>very <00:05:38.451>thick <00:05:38.568>book <00:05:38.685>of <00:05:38.801>rules <00:05:38.918>to <00:05:39.035>read <00:05:39.151>and <00:05:39.268>to <00:05:39.385>know.

137
00:05:42.005 --> 00:05:44.185
<00:05:42.005>Um, <00:05:42.238>you <00:05:42.471>have <00:05:42.705>to <00:05:42.938>build <00:05:43.171>the <00:05:43.405>campaigns,

138
00:05:44.285 --> 00:05:45.825
<00:05:44.284>create <00:05:44.977>different <00:05:45.671>characters.

139
00:05:46.445 --> 00:05:49.185
<00:05:46.445>Uh, <00:05:46.645>you <00:05:46.844>have <00:05:47.045>to <00:05:47.245>create <00:05:47.445>also <00:05:47.645>the <00:05:47.844>NPCs,

140
00:05:49.185 --> 00:05:51.385
<00:05:49.185>so <00:05:49.385>the <00:05:49.585>non <00:05:49.785>playable <00:05:49.985>characters, <00:05:50.185>the <00:05:50.385>other <00:05:50.585>characters

141
00:05:51.385 --> 00:05:52.625
<00:05:51.385>that <00:05:51.664>you're <00:05:51.943>gonna <00:05:52.222>interact <00:05:52.501>with.

142
00:05:53.215 --> 00:05:58.045
<00:05:53.215>This <00:05:53.342>is <00:05:53.469>a <00:05:53.596>full-time <00:05:53.724>job <00:05:53.851>like, <00:05:53.978>uh, <00:05:54.105>to <00:05:54.233>be <00:05:54.360>a, <00:05:54.487>um, <00:05:54.615>committed,

143
00:05:58.225 --> 00:05:59.325
<00:05:58.225>uh, <00:05:58.720>game <00:05:59.215>master.

144
00:06:00.275 --> 00:06:03.975
<00:06:00.275>And <00:06:00.414>I <00:06:00.554>was <00:06:00.695>thinking <00:06:00.835>maybe <00:06:00.974>AI <00:06:01.114>can, <00:06:01.255>can <00:06:01.395>support <00:06:01.534>those, <00:06:01.674>uh,

145
00:06:04.045 --> 00:06:06.455
<00:06:04.045>game <00:06:04.220>masters <00:06:04.395>in <00:06:04.570>creating <00:06:04.745>the <00:06:04.920>rules <00:06:05.095>of <00:06:05.270>the <00:06:05.445>game.

146
00:06:06.455 --> 00:06:09.495
<00:06:06.455>Sometimes, <00:06:06.655>sometimes <00:06:06.854>you <00:06:07.055>lose <00:06:07.255>control <00:06:07.455>during <00:06:07.655>the <00:06:07.854>game

147
00:06:09.495 --> 00:06:13.455
<00:06:09.495>because <00:06:09.650>you <00:06:09.806>have <00:06:09.961>set <00:06:10.117>an <00:06:10.272>entire <00:06:10.428>campaign <00:06:10.583>for <00:06:10.739>your <00:06:10.895>players,

148
00:06:14.155 --> 00:06:19.135
<00:06:14.155>but <00:06:14.294>for <00:06:14.434>some <00:06:14.575>reason <00:06:14.715>they <00:06:14.854>don't <00:06:14.994>want <00:06:15.135>to <00:06:15.275>go <00:06:15.414>into, <00:06:15.554>uh,

149
00:06:19.615 --> 00:06:23.015
<00:06:19.615>I <00:06:19.742>know <00:06:19.869>the <00:06:19.996>forest, <00:06:20.124>they <00:06:20.251>absolutely <00:06:20.378>want <00:06:20.505>to <00:06:20.633>go <00:06:20.760>to <00:06:20.887>the <00:06:21.015>bar

150
00:06:23.675 --> 00:06:26.575
<00:06:23.675>and <00:06:23.850>talk <00:06:24.025>to <00:06:24.200>the, <00:06:24.375>I <00:06:24.550>don't <00:06:24.725>know, <00:06:24.900>the <00:06:25.075>bartender.

151
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<00:06:27.035>And <00:06:27.235>you're <00:06:27.435>like, <00:06:27.635>I <00:06:27.835>haven't <00:06:28.035>planned <00:06:28.235>for <00:06:28.435>this.

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<00:06:29.455>I <00:06:29.655>have <00:06:29.854>not <00:06:30.055>planned <00:06:30.255>the <00:06:30.455>bartender, <00:06:30.655>like <00:06:30.854>characteristics

153
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<00:06:32.515>and <00:06:32.825>back <00:06:33.135>stories <00:06:33.446>and <00:06:33.757>things,

154
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<00:06:34.555>but <00:06:34.710>you <00:06:34.866>can't <00:06:35.021>prevent <00:06:35.177>them <00:06:35.332>from <00:06:35.488>doing <00:06:35.643>whatever <00:06:35.799>they <00:06:35.955>want.

155
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<00:06:38.055>'cause <00:06:38.210>that's <00:06:38.366>the <00:06:38.521>thing, <00:06:38.677>it's <00:06:38.832>an <00:06:38.988>open <00:06:39.143>world, <00:06:39.299>uh, <00:06:39.455>game.

156
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<00:06:41.355>So <00:06:41.588>they <00:06:41.821>can <00:06:42.055>decide <00:06:42.288>to <00:06:42.521>go <00:06:42.755>there.

157
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<00:06:44.195>And <00:06:44.395>sometimes <00:06:44.594>you <00:06:44.795>have <00:06:44.995>not <00:06:45.195>planned <00:06:45.395>for <00:06:45.594>it,

158
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<00:06:46.595>but <00:06:46.795>the <00:06:46.995>AI <00:06:47.195>can <00:06:47.395>be <00:06:47.595>right <00:06:47.795>behind <00:06:47.995>you

159
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<00:06:49.015>and <00:06:49.155>say, <00:06:49.294>oh, <00:06:49.435>let <00:06:49.575>them <00:06:49.715>go <00:06:49.854>to <00:06:49.995>the, <00:06:50.135>to <00:06:50.275>the <00:06:50.414>bar

160
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<00:06:52.415>and <00:06:52.676>talk <00:06:52.937>to <00:06:53.198>the <00:06:53.459>bartender.

161
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<00:06:53.655>I <00:06:53.888>just <00:06:54.121>created <00:06:54.354>a <00:06:54.588>character <00:06:54.821>for <00:06:55.054>you.

162
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<00:06:55.875>Uh, <00:06:56.108>and <00:06:56.341>it's, <00:06:56.575>and <00:06:56.808>it's <00:06:57.041>all <00:06:57.275>fine.

163
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<00:06:58.155>And <00:06:58.330>that's, <00:06:58.505>um, <00:06:58.679>yeah, <00:06:58.854>that's <00:06:59.030>how <00:06:59.205>I <00:06:59.380>started <00:06:59.554>creating

164
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<00:07:01.485>multi-agent <00:07:01.765>that <00:07:02.045>talk <00:07:02.325>to <00:07:02.605>each <00:07:02.885>other.

165
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<00:07:04.035>And <00:07:04.162>that <00:07:04.289>can <00:07:04.416>actually <00:07:04.544>create <00:07:04.671>the <00:07:04.798>game <00:07:04.925>as <00:07:05.053>you <00:07:05.180>go <00:07:05.307>through <00:07:05.435>it.

166
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<00:07:07.635>And <00:07:07.775>it's <00:07:07.914>been <00:07:08.055>an <00:07:08.195>amazing <00:07:08.335>ride <00:07:08.474>to <00:07:08.615>play <00:07:08.755>around <00:07:08.895>with <00:07:09.034>this.

167
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<00:07:13.555>It's <00:07:13.710>a <00:07:13.866>bit <00:07:14.021>like <00:07:14.177>being <00:07:14.332>a, <00:07:14.488>being <00:07:14.643>a <00:07:14.799>lead <00:07:14.955>developer

168
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<00:07:15.485>and <00:07:15.728>offsite <00:07:15.971>with <00:07:16.214>your <00:07:16.457>team.

169
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<00:07:16.595>Like, <00:07:16.795>oh, <00:07:16.995>there's <00:07:17.195>presentations <00:07:17.395>about <00:07:17.595>the <00:07:17.795>company. <00:07:17.995>Yeah.

170
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<00:07:18.805>But <00:07:19.155>there's <00:07:19.505>a <00:07:19.855>bar <00:07:20.205>and,

171
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<00:07:20.465>and <00:07:20.960>like, <00:07:21.455>let's

172
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<00:07:21.605>coherent <00:07:22.071>it <00:07:22.538>like <00:07:23.005>that.

173
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<00:07:25.725>Exactly. <00:07:25.852>The <00:07:25.979>other <00:07:26.106>thing <00:07:26.234>that <00:07:26.361>you, <00:07:26.488>that <00:07:26.615>you <00:07:26.743>wrote <00:07:26.870>to <00:07:26.997>us <00:07:27.125>is

174
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<00:07:28.005>that <00:07:28.205>you're <00:07:28.405>also <00:07:28.605>a <00:07:28.805>big <00:07:29.005>fan <00:07:29.205>of <00:07:29.405>astronomy

175
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<00:07:29.905>and <00:07:30.104>uh, <00:07:30.304>uh, <00:07:30.505>I <00:07:30.705>like <00:07:30.905>that <00:07:31.104>a <00:07:31.304>lot.

176
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<00:07:32.005>Like <00:07:32.160>I'm, <00:07:32.316>I'm <00:07:32.471>the <00:07:32.627>big, <00:07:32.782>uh, <00:07:32.938>big <00:07:33.093>fan <00:07:33.249>as <00:07:33.405>well.

177
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<00:07:34.625>So <00:07:34.800>how <00:07:34.975>did <00:07:35.150>you <00:07:35.325>feel <00:07:35.500>when <00:07:35.675>Pluto <00:07:35.850>lost <00:07:36.025>its,

178
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<00:07:37.305>uh, <00:07:37.579>its <00:07:37.854>status <00:07:38.128>at <00:07:38.402>the

179
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<00:07:38.525>Time? <00:07:39.424>Oh,

180
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<00:07:39.525>that's <00:07:39.875>such <00:07:40.224>a <00:07:40.575>funny <00:07:40.924>question.

181
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<00:07:42.505>Um, <00:07:42.705>I <00:07:42.905>mean, <00:07:43.105>um, <00:07:43.305>I'm <00:07:43.505>a <00:07:43.705>rather, <00:07:43.905>um,

182
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<00:07:47.315>rash, <00:07:48.015>rational <00:07:48.715>person.

183
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<00:07:49.905>So <00:07:50.060>if <00:07:50.216>you <00:07:50.371>give <00:07:50.527>me <00:07:50.682>the, <00:07:50.838>all <00:07:50.993>of <00:07:51.149>the <00:07:51.304>evidence

184
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<00:07:53.075>that <00:07:53.275>a <00:07:53.474>photo <00:07:53.675>doesn't <00:07:53.875>belong <00:07:54.075>to <00:07:54.275>that <00:07:54.474>definition,

185
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<00:07:57.115>then <00:07:57.465>it's <00:07:57.815>kind <00:07:58.165>of <00:07:58.515>sad.

186
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<00:07:59.205>'cause <00:07:59.360>you, <00:07:59.516>you, <00:07:59.671>you <00:07:59.827>grow <00:07:59.982>up <00:08:00.138>liking <00:08:00.293>the <00:08:00.449>solar <00:08:00.604>system

187
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<00:08:02.965>as <00:08:03.081>it <00:08:03.198>was, <00:08:03.315>but <00:08:03.431>you <00:08:03.548>have <00:08:03.664>to, <00:08:03.781>you <00:08:03.898>have <00:08:04.015>to <00:08:04.131>accept <00:08:04.248>that, <00:08:04.364>um,

188
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<00:08:07.705>if <00:08:07.938>scientific, <00:08:08.171>you <00:08:08.405>know, <00:08:08.638>definitions <00:08:08.871>have <00:08:09.104>changed

189
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<00:08:10.625>and <00:08:10.765>been <00:08:10.905>more, <00:08:11.045>um, <00:08:11.185>you <00:08:11.325>know, <00:08:11.465>precise, <00:08:11.605>then <00:08:11.745>it <00:08:11.885>makes <00:08:12.025>sense.

190
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<00:08:15.485>I <00:08:15.612>mean, <00:08:15.739>if, <00:08:15.866>if <00:08:15.994>Pluto <00:08:16.121>is <00:08:16.248>still <00:08:16.375>a <00:08:16.503>planet, <00:08:16.630>then <00:08:16.757>we, <00:08:16.885>we,

191
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<00:08:19.425>we <00:08:19.580>would <00:08:19.736>have <00:08:19.891>to <00:08:20.047>count <00:08:20.202>for <00:08:20.358>much <00:08:20.513>more <00:08:20.669>other <00:08:20.825>objects

192
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<00:08:22.835>that <00:08:23.034>we <00:08:23.234>have <00:08:23.435>discovered <00:08:23.635>later, <00:08:23.835>uh, <00:08:24.034>that <00:08:24.234>corresponds

193
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<00:08:26.925>to <00:08:27.158>the <00:08:27.391>same <00:08:27.625>characteristics <00:08:27.858>that <00:08:28.091>Pluto <00:08:28.325>is.

194
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<00:08:29.625>And <00:08:29.800>it's <00:08:29.975>probably <00:08:30.150>easier <00:08:30.325>to <00:08:30.500>remember <00:08:30.675>the <00:08:30.850>system <00:08:31.025>solar

195
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<00:08:32.434>with <00:08:32.668>just <00:08:32.901>a <00:08:33.135>few <00:08:33.368>planets <00:08:33.601>than <00:08:33.834>like,

196
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<00:08:35.284>suddenly <00:08:35.485>30 <00:08:35.684>different <00:08:35.885>planets. <00:08:36.084>So <00:08:36.284>I <00:08:36.485>guess <00:08:36.684>it

197
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<00:08:39.164>Probably, <00:08:39.368>and <00:08:39.573>then, <00:08:39.776>and <00:08:39.981>then <00:08:40.184>you <00:08:40.389>have

198
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<00:08:40.525>to <00:08:40.664>give <00:08:40.804>them <00:08:40.944>random <00:08:41.084>names <00:08:41.225>and <00:08:41.365>then <00:08:41.505>the <00:08:41.645>astrology <00:08:41.784>people <00:08:41.924>have

199
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<00:08:43.355>just <00:08:43.510>have <00:08:43.666>to <00:08:43.821>guess <00:08:43.977>from <00:08:44.132>the <00:08:44.288>name <00:08:44.443>what <00:08:44.599>they <00:08:44.755>do.

200
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<00:08:46.285>I <00:08:46.459>remember <00:08:46.635>when, <00:08:46.810>I <00:08:46.985>remember <00:08:47.160>when <00:08:47.334>Neptune <00:08:47.510>was <00:08:47.685>discovered

201
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<00:08:49.085>and <00:08:49.285>then <00:08:49.485>astrology <00:08:49.685>was <00:08:49.885>all <00:08:50.085>about <00:08:50.285>like, <00:08:50.485>oh,

202
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<00:08:51.165>that's <00:08:51.339>all <00:08:51.515>about <00:08:51.689>water <00:08:51.865>and <00:08:52.040>life <00:08:52.214>and <00:08:52.390>the <00:08:52.564>water

203
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<00:08:53.665>and <00:08:53.865>like, <00:08:54.064>yeah, <00:08:54.265>your <00:08:54.464>life <00:08:54.665>with <00:08:54.865>the <00:08:55.064>earth.

204
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<00:08:55.665>And <00:08:55.820>originally <00:08:55.976>wanted <00:08:56.131>to <00:08:56.287>call <00:08:56.442>it <00:08:56.598>Herschel, <00:08:56.753>which <00:08:56.909>was <00:08:57.064>the,

205
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<00:08:58.005>the <00:08:58.284>astronomer <00:08:58.563>that <00:08:58.842>found <00:08:59.121>it.

206
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<00:08:59.245>And <00:08:59.497>I <00:08:59.749>would've <00:09:00.001>always <00:09:00.253>wondered

207
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<00:09:00.365>what <00:09:00.598>the <00:09:00.831>astrologist <00:09:01.065>would've <00:09:01.298>done <00:09:01.531>with <00:09:01.765>that.

208
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<00:09:02.085>Like, <00:09:02.240>Herschel, <00:09:02.396>that's <00:09:02.551>about <00:09:02.707>your, <00:09:02.862>um, <00:09:03.018>I <00:09:03.173>can't <00:09:03.329>come <00:09:03.485>up

209
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<00:09:06.085>with <00:09:06.285>anything <00:09:06.485>right <00:09:06.685>now <00:09:06.885>that's <00:09:07.085>really, <00:09:07.285>really <00:09:07.485>bad.

210
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<00:09:10.745>So <00:09:10.945>it's <00:09:11.145>an <00:09:11.345>interesting, <00:09:11.545>it's <00:09:11.745>an <00:09:11.945>interesting <00:09:12.145>bit.

211
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<00:09:12.875>NASA <00:09:13.050>just <00:09:13.225>announced <00:09:13.400>that <00:09:13.575>they're <00:09:13.750>actually <00:09:13.925>a <00:09:14.100>hundred <00:09:14.275>percent

212
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<00:09:15.275>sure <00:09:15.415>that <00:09:15.555>there <00:09:15.694>is <00:09:15.834>life <00:09:15.975>on <00:09:16.115>Mars <00:09:16.255>or <00:09:16.395>something <00:09:16.535>like <00:09:16.675>that.

213
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<00:09:17.965>I, <00:09:18.140>I <00:09:18.315>just <00:09:18.490>flew, <00:09:18.665>I <00:09:18.840>just <00:09:19.015>read <00:09:19.190>the <00:09:19.365>headlines

214
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<00:09:20.085>and <00:09:20.212>yeah, <00:09:20.339>I'm, <00:09:20.466>I <00:09:20.594>I, <00:09:20.721>I <00:09:20.848>always <00:09:20.975>think, <00:09:21.103>like, <00:09:21.230>I <00:09:21.357>had <00:09:21.485>arguments

215
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<00:09:23.285>with <00:09:23.528>my <00:09:23.771>partner <00:09:24.014>about <00:09:24.257>this.

216
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<00:09:24.425>I'm <00:09:24.599>a <00:09:24.775>hundred <00:09:24.949>percent <00:09:25.125>sure <00:09:25.300>that <00:09:25.474>there's <00:09:25.650>alien <00:09:25.824>life

217
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<00:09:26.125>because <00:09:26.368>it <00:09:26.611>would <00:09:26.854>be <00:09:27.097>ridiculous

218
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<00:09:27.205>and <00:09:27.448>arrogant <00:09:27.691>to <00:09:27.934>say <00:09:28.177>like,

219
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<00:09:28.285>this <00:09:28.485>is <00:09:28.685>the <00:09:28.885>only <00:09:29.084>place <00:09:29.285>where <00:09:29.485>life <00:09:29.685>exists.

220
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<00:09:30.725>'cause <00:09:30.880>it <00:09:31.036>could <00:09:31.191>be <00:09:31.347>not <00:09:31.502>a <00:09:31.658>carbon <00:09:31.813>based <00:09:31.969>life <00:09:32.125>form.

221
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<00:09:33.505>It <00:09:33.645>could <00:09:33.785>be <00:09:33.925>other, <00:09:34.064>it <00:09:34.205>could <00:09:34.345>be <00:09:34.485>based <00:09:34.625>on <00:09:34.765>other <00:09:34.905>things.

222
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<00:09:36.525>I <00:09:36.665>think <00:09:36.805>just <00:09:36.944>our <00:09:37.084>birth <00:09:37.225>is <00:09:37.365>just <00:09:37.505>the, <00:09:37.645>the <00:09:37.785>messy <00:09:37.925>neighborhood.

223
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<00:09:39.515>Like <00:09:39.631>we <00:09:39.748>are <00:09:39.865>the <00:09:39.981>ones <00:09:40.098>that <00:09:40.215>mess <00:09:40.331>up <00:09:40.448>our <00:09:40.564>own <00:09:40.681>planet <00:09:40.798>so <00:09:40.915>much

224
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<00:09:41.965>that <00:09:42.092>people <00:09:42.219>look <00:09:42.346>at <00:09:42.474>us <00:09:42.601>and <00:09:42.728>say <00:09:42.855>like, <00:09:42.983>nah, <00:09:43.110>can't <00:09:43.237>be <00:09:43.365>bothered.

225
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<00:09:44.665>I'm <00:09:44.841>not <00:09:45.017>gonna <00:09:45.194>invite <00:09:45.370>them <00:09:45.547>over.

226
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<00:09:45.645>They're <00:09:45.813>gonna <00:09:45.981>mess <00:09:46.149>up <00:09:46.317>my <00:09:46.485>room. <00:09:46.653>Right.

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<00:09:47.635>Yeah. <00:09:47.810>The <00:09:47.985>thing <00:09:48.160>that <00:09:48.335>you, <00:09:48.510>you, <00:09:48.685>you <00:09:48.860>started, <00:09:49.035>uh,

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<00:09:52.405>talking <00:09:52.638>about <00:09:52.871>the <00:09:53.105>subjects <00:09:53.338>that <00:09:53.571>I <00:09:53.805>happened

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<00:09:54.285>to <00:09:54.440>have <00:09:54.596>worked <00:09:54.751>at, <00:09:54.907>uh, <00:09:55.062>NASA <00:09:55.218>in <00:09:55.373>astrobiology <00:09:55.529>specifically <00:09:55.685>on

230
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<00:09:58.805>that, <00:09:59.038>uh, <00:09:59.271>subject, <00:09:59.505>which <00:09:59.738>was, <00:09:59.971>um, <00:10:00.204>trying

231
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<00:10:02.365>to <00:10:02.645>characterize <00:10:02.925>the <00:10:03.205>different, <00:10:03.485>um, <00:10:03.765>types

232
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<00:10:05.065>of <00:10:05.265>microbacterial <00:10:05.465>life <00:10:05.665>that <00:10:05.865>could <00:10:06.065>live <00:10:06.265>on <00:10:06.465>Mars.

233
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<00:10:07.985>And <00:10:08.125>so <00:10:08.265>I <00:10:08.405>studied, <00:10:08.545>uh, <00:10:08.685>soil <00:10:08.825>samples <00:10:08.965>from <00:10:09.105>Earth <00:10:09.245>that <00:10:09.385>were,

234
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<00:10:12.825>uh, <00:10:13.025>that <00:10:13.225>had <00:10:13.425>similar <00:10:13.625>conditions <00:10:13.825>than <00:10:14.025>the <00:10:14.225>ones

235
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<00:10:15.085>we <00:10:15.337>can <00:10:15.589>find <00:10:15.841>on <00:10:16.093>Mars.

236
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<00:10:16.585>And <00:10:16.740>I <00:10:16.896>tried <00:10:17.051>to <00:10:17.207>characterize <00:10:17.362>the <00:10:17.518>different <00:10:17.673>types <00:10:17.829>of <00:10:17.985>life

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<00:10:19.085>that <00:10:19.351>could <00:10:19.617>live <00:10:19.884>in <00:10:20.150>those <00:10:20.417>conditions.

238
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<00:10:21.265>And <00:10:21.405>I, <00:10:21.545>I <00:10:21.685>remember <00:10:21.824>it <00:10:21.965>was <00:10:22.105>like <00:10:22.245>probably <00:10:22.385>10 <00:10:22.525>years <00:10:22.665>ago,

239
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<00:10:23.785>but <00:10:23.985>I <00:10:24.185>remember <00:10:24.385>that <00:10:24.584>it <00:10:24.785>was <00:10:24.985>really <00:10:25.185>hard

240
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<00:10:26.225>and <00:10:26.691>complex <00:10:27.158>to <00:10:27.625>affirm

241
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<00:10:30.555>that <00:10:30.729>even <00:10:30.905>though <00:10:31.079>we <00:10:31.255>found <00:10:31.430>life <00:10:31.604>in <00:10:31.780>those <00:10:31.954>conditions,

242
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<00:10:34.275>that <00:10:34.555>they <00:10:34.834>were <00:10:35.115>once, <00:10:35.395>uh, <00:10:35.675>uh,

243
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<00:10:37.355>life <00:10:37.635>on <00:10:37.915>Mars <00:10:38.195>in <00:10:38.475>those <00:10:38.755>conditions.

244
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<00:10:39.465>So, <00:10:39.815>um, <00:10:40.165>it's <00:10:40.515>really <00:10:40.865>exciting

245
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<00:10:41.565>that <00:10:41.845>they <00:10:42.125>found <00:10:42.405>evidence <00:10:42.685>of <00:10:42.965>this.

246
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<00:10:43.625>Uh, <00:10:43.858>it's <00:10:44.091>been, <00:10:44.325>it's <00:10:44.558>like <00:10:44.791>10 <00:10:45.025>years

247
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<00:10:47.165>after <00:10:47.560>finally <00:10:47.957>we <00:10:48.353>can,

248
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<00:10:48.825>we <00:10:49.025>can <00:10:49.225>confirm <00:10:49.425>this. <00:10:49.625>This <00:10:49.825>is <00:10:50.025>very <00:10:50.225>exciting.

249
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<00:10:51.615>Yeah, <00:10:52.315>interesting. <00:10:53.015>Yeah.

250
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<00:10:53.685>And <00:10:53.824>Dan <00:10:53.964>has <00:10:54.104>been <00:10:54.244>found <00:10:54.385>out <00:10:54.525>as <00:10:54.665>like <00:10:54.805>a <00:10:54.944>lizard <00:10:55.084>person

251
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<00:10:56.245>and <00:10:56.478>just <00:10:56.711>blurred <00:10:56.945>out <00:10:57.178>and <00:10:57.411>then <00:10:57.645>left

252
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<00:10:58.405>and <00:10:58.579>it's <00:10:58.755>like, <00:10:58.930>yeah, <00:10:59.105>what's <00:10:59.280>going <00:10:59.454>on <00:10:59.630>here? <00:10:59.805>That

253
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<00:11:00.665>Was <00:11:00.890>my <00:11:01.115>time <00:11:01.339>of <00:11:01.564>leave.

254
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<00:11:01.695>Yeah. <00:11:02.784>Just

255
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<00:11:03.045>after <00:11:03.185>we <00:11:03.324>were <00:11:03.464>saying <00:11:03.604>how <00:11:03.745>good <00:11:03.885>the <00:11:04.025>internet <00:11:04.165>is <00:11:04.305>in <00:11:04.444>2025.

256
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<00:11:05.505>Um, <00:11:05.767>yeah, <00:11:06.030>there <00:11:06.293>we <00:11:06.556>go. <00:11:06.819>Ironic.

257
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<00:11:08.605>Excellent. <00:11:08.805>Let's <00:11:09.005>go <00:11:09.205>through <00:11:09.405>some <00:11:09.605>of <00:11:09.805>the <00:11:10.005>things

258
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<00:11:10.565>that <00:11:10.765>I <00:11:10.965>collected <00:11:11.165>for <00:11:11.365>us <00:11:11.565>to <00:11:11.765>talk <00:11:11.965>through.

259
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<00:11:12.785>And <00:11:12.925>I <00:11:13.064>don't <00:11:13.204>know, <00:11:13.344>uh, <00:11:13.485>Tiffany, <00:11:13.625>how <00:11:13.765>much <00:11:13.905>of <00:11:14.045>you <00:11:14.185>applies

260
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<00:11:15.485>to <00:11:15.695>you, <00:11:15.905>but <00:11:16.115>I <00:11:16.325>mean, <00:11:16.535>you're, <00:11:16.745>you're

261
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<00:11:16.885>and <00:11:17.060>person <00:11:17.235>that <00:11:17.410>looks <00:11:17.585>around <00:11:17.760>the <00:11:17.935>internet <00:11:18.110>as <00:11:18.285>well,

262
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<00:11:19.345>and <00:11:19.485>I <00:11:19.625>think <00:11:19.765>the <00:11:19.905>first <00:11:20.045>thing <00:11:20.185>that <00:11:20.325>I <00:11:20.465>found <00:11:20.605>very <00:11:20.745>interesting,

263
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<00:11:22.425>and <00:11:22.564>also, <00:11:22.704>yeah, <00:11:22.844>not <00:11:22.984>really <00:11:23.125>that <00:11:23.265>much <00:11:23.405>of <00:11:23.545>a <00:11:23.685>surprise, <00:11:23.824>is

264
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<00:11:27.125>that <00:11:27.325>dedicated <00:11:27.525>mobile <00:11:27.725>apps <00:11:27.925>for <00:11:28.125>vibe <00:11:28.325>coding <00:11:28.525>has

265
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<00:11:29.525>so <00:11:29.776>far <00:11:30.029>failed <00:11:30.281>to <00:11:30.533>gain <00:11:30.785>traction.

266
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<00:11:31.065>People <00:11:31.240>are <00:11:31.415>basically <00:11:31.590>have <00:11:31.765>like, <00:11:31.940>oh <00:11:32.115>yeah, <00:11:32.290>you <00:11:32.465>can,

267
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<00:11:33.745>you <00:11:33.861>can <00:11:33.978>build <00:11:34.095>your <00:11:34.211>own <00:11:34.328>app <00:11:34.445>on <00:11:34.561>your <00:11:34.678>phone <00:11:34.795>as <00:11:34.911>you <00:11:35.028>go <00:11:35.145>along

268
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<00:11:36.945>before <00:11:37.273>you <00:11:37.602>pay <00:11:37.930>the <00:11:38.259>bill

269
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<00:11:38.475>because <00:11:38.650>you're <00:11:38.825>too <00:11:39.000>dumb <00:11:39.175>to, <00:11:39.350>to <00:11:39.525>calculate <00:11:39.700>50% <00:11:39.875>tax

270
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<00:11:42.425>or <00:11:42.766>something <00:11:43.109>like <00:11:43.451>that.

271
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<00:11:44.065>But <00:11:44.393>I <00:11:44.722>always <00:11:45.050>see <00:11:45.379>this

272
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<00:11:45.525>as <00:11:45.720>a <00:11:45.915>great <00:11:46.111>example <00:11:46.306>when <00:11:46.502>people <00:11:46.697>say <00:11:46.892>like,

273
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<00:11:47.125>I <00:11:47.299>can <00:11:47.473>do <00:11:47.646>this <00:11:47.821>on <00:11:47.995>my <00:11:48.169>phone,

274
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<00:11:48.865>but <00:11:49.040>there <00:11:49.215>are <00:11:49.390>certain <00:11:49.565>environments <00:11:49.740>where <00:11:49.915>coding <00:11:50.090>is <00:11:50.265>better.

275
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<00:11:52.065>And <00:11:52.220>I <00:11:52.376>mean, <00:11:52.531>that's <00:11:52.687>a <00:11:52.842>desktop <00:11:52.998>and <00:11:53.153>a <00:11:53.309>keyboard <00:11:53.465>still,

276
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<00:11:54.585>or <00:11:54.760>like <00:11:54.935>talking <00:11:55.110>to <00:11:55.285>your <00:11:55.460>machine <00:11:55.635>is <00:11:55.810>one <00:11:55.985>thing,

277
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<00:11:56.785>but <00:11:56.972>you <00:11:57.160>will <00:11:57.348>have <00:11:57.535>to <00:11:57.723>fix <00:11:57.911>it <00:11:58.099>sooner

278
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<00:11:58.265>or <00:11:58.584>later <00:11:58.904>in <00:11:59.223>those <00:11:59.542>environments.

279
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<00:11:59.985>So <00:12:00.226>I'm <00:12:00.467>not <00:12:00.708>surprised <00:12:00.949>that <00:12:01.191>they

280
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<00:12:01.565>actually <00:12:01.799>failed <00:12:02.033>to <00:12:02.267>gain <00:12:02.501>traction.

281
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<00:12:03.195>It's <00:12:03.350>just <00:12:03.506>a <00:12:03.661>matter <00:12:03.817>of <00:12:03.972>like, <00:12:04.128>the <00:12:04.283>amount <00:12:04.439>of <00:12:04.595>money

282
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<00:12:05.555>that <00:12:05.788>is <00:12:06.021>being <00:12:06.255>pushed <00:12:06.488>into <00:12:06.721>those <00:12:06.954>companies

283
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<00:12:07.545>and <00:12:07.800>those <00:12:08.056>companies <00:12:08.311>are <00:12:08.567>being <00:12:08.823>bought

284
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<00:12:08.965>by <00:12:09.165>larger <00:12:09.365>companies <00:12:09.565>even <00:12:09.765>without <00:12:09.965>looking <00:12:10.165>at <00:12:10.365>them.

285
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<00:12:12.385>That's <00:12:12.665>the <00:12:12.944>fascinating <00:12:13.225>bit <00:12:13.505>about <00:12:13.785>this.

286
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<00:12:14.985>Uh, <00:12:15.204>where, <00:12:15.424>where <00:12:15.643>do <00:12:15.863>you <00:12:16.083>code?

287
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<00:12:16.225>Do <00:12:16.365>you, <00:12:16.505>did <00:12:16.645>you <00:12:16.785>ever <00:12:16.925>code <00:12:17.065>anything <00:12:17.205>on <00:12:17.345>your <00:12:17.485>mobile <00:12:17.625>phone

288
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<00:12:18.905>or <00:12:19.045>is <00:12:19.185>it <00:12:19.324>more <00:12:19.464>like, <00:12:19.605>here's <00:12:19.745>my <00:12:19.885>machine <00:12:20.025>that <00:12:20.165>I'm <00:12:20.305>dedicated

289
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<00:12:21.465>and <00:12:21.713>then <00:12:21.961>go <00:12:22.210>into <00:12:22.458>developer <00:12:22.707>mode?

290
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<00:12:24.885>So <00:12:25.060>I, <00:12:25.235>I <00:12:25.410>have <00:12:25.585>a, <00:12:25.760>a <00:12:25.935>story <00:12:26.110>about <00:12:26.285>this.

291
00:12:28.625 --> 00:12:33.465
<00:12:28.625>Like, <00:12:28.732>I <00:12:28.840>remember <00:12:28.948>a <00:12:29.055>few <00:12:29.163>years <00:12:29.271>ago <00:12:29.378>I <00:12:29.486>had <00:12:29.594>to, <00:12:29.701>I, <00:12:29.809>I <00:12:29.917>was <00:12:30.025>about

292
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<00:12:33.465>to <00:12:33.698>give <00:12:33.931>a <00:12:34.165>talk <00:12:34.398>at <00:12:34.631>a <00:12:34.865>conference

293
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<00:12:36.205>and <00:12:36.405>last <00:12:36.605>minute <00:12:36.805>I <00:12:37.005>realized <00:12:37.205>that, <00:12:37.405>um, <00:12:37.605>something

294
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<00:12:40.175>that <00:12:40.282>there <00:12:40.390>was <00:12:40.498>a <00:12:40.605>bug <00:12:40.713>and <00:12:40.821>I <00:12:40.928>had <00:12:41.036>to <00:12:41.144>debug <00:12:41.251>the <00:12:41.359>go <00:12:41.467>the <00:12:41.574>code,

295
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<00:12:42.965>but <00:12:43.191>I <00:12:43.418>couldn't, <00:12:43.645>for <00:12:43.872>some <00:12:44.099>reason

296
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<00:12:44.265>I <00:12:44.466>couldn't <00:12:44.668>take <00:12:44.869>my <00:12:45.071>laptop <00:12:45.273>out.

297
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<00:12:45.925>So <00:12:46.099>I <00:12:46.275>went <00:12:46.449>on <00:12:46.625>to <00:12:46.800>GitHub <00:12:46.974>on <00:12:47.150>my <00:12:47.324>phone

298
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<00:12:48.565>and <00:12:48.765>try <00:12:48.965>to <00:12:49.165>edit <00:12:49.365>the <00:12:49.565>code <00:12:49.765>on <00:12:49.965>it.

299
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<00:12:51.485>And <00:12:51.765>the <00:12:52.045>experience <00:12:52.325>was <00:12:52.605>just <00:12:52.885>terrible.

300
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<00:12:54.185>I, <00:12:54.312>I <00:12:54.439>was <00:12:54.566>so <00:12:54.694>much <00:12:54.821>more <00:12:54.948>used <00:12:55.075>to <00:12:55.203>have <00:12:55.330>a <00:12:55.457>big <00:12:55.584>screen

301
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<00:12:56.965>and <00:12:57.120>like <00:12:57.276>my, <00:12:57.431>my <00:12:57.587>keyboard <00:12:57.742>and <00:12:57.898>you <00:12:58.053>have <00:12:58.209>OAL <00:12:58.365>completion

302
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<00:13:00.365>and <00:13:00.598>it, <00:13:00.831>it's <00:13:01.065>just <00:13:01.298>the, <00:13:01.531>um, <00:13:01.765>um,

303
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<00:13:03.695>development <00:13:03.895>environment <00:13:04.095>has <00:13:04.295>been <00:13:04.495>made <00:13:04.695>so <00:13:04.895>comfortable, <00:13:05.095>uh,

304
00:13:07.535 --> 00:13:09.185
<00:13:07.535>that <00:13:07.814>actually <00:13:08.094>having <00:13:08.375>a <00:13:08.655>small <00:13:08.935>screen,

305
00:13:09.245 --> 00:13:11.345
<00:13:09.245>not <00:13:09.478>having <00:13:09.711>your <00:13:09.945>keyboard <00:13:10.178>is <00:13:10.411>just <00:13:10.645>messy.

306
00:13:12.125 --> 00:13:15.345
<00:13:12.125>And <00:13:12.265>I, <00:13:12.405>I <00:13:12.545>totally <00:13:12.685>get <00:13:12.825>why <00:13:12.965>this <00:13:13.105>is <00:13:13.245>uncomfortable <00:13:13.385>to <00:13:13.525>code.

307
00:13:15.415 --> 00:13:20.345
<00:13:15.415>Like <00:13:15.542>when, <00:13:15.669>when <00:13:15.796>you <00:13:15.924>see, <00:13:16.051>uh, <00:13:16.178>the <00:13:16.305>setup <00:13:16.433>of <00:13:16.560>coders <00:13:16.687>at <00:13:16.814>home,

308
00:13:20.375 --> 00:13:21.505
<00:13:20.375>they <00:13:20.714>have <00:13:21.053>huge <00:13:21.392>screens.

309
00:13:21.845 --> 00:13:24.145
<00:13:21.845>Uh, <00:13:22.020>they <00:13:22.195>want <00:13:22.370>to <00:13:22.545>have <00:13:22.720>multiple <00:13:22.895>screens, <00:13:23.070>they <00:13:23.245>want

310
00:13:24.145 --> 00:13:27.225
<00:13:24.145>to <00:13:24.300>have <00:13:24.456>their <00:13:24.611>browser, <00:13:24.767>they <00:13:24.922>want <00:13:25.078>to <00:13:25.233>have <00:13:25.389>their <00:13:25.545>IDE,

311
00:13:27.225 --> 00:13:28.625
<00:13:27.225>they <00:13:27.477>want <00:13:27.729>to <00:13:27.981>have <00:13:28.233>their <00:13:28.485>documentation.

312
00:13:28.695 --> 00:13:31.305
<00:13:28.695>They <00:13:28.895>want <00:13:29.095>to <00:13:29.295>have <00:13:29.495>probably, <00:13:29.695>uh, <00:13:29.895>YouTube <00:13:30.095>videos

313
00:13:31.305 --> 00:13:33.145
<00:13:31.305>where <00:13:31.584>they <00:13:31.864>watch <00:13:32.145>a <00:13:32.425>tutorial <00:13:32.704>something.

314
00:13:33.165 --> 00:13:34.665
<00:13:33.165>And <00:13:33.390>sometimes <00:13:33.615>you <00:13:33.839>want <00:13:34.064>to <00:13:34.290>have <00:13:34.515>your,

315
00:13:34.695 --> 00:13:36.705
<00:13:34.695>your <00:13:35.045>music <00:13:35.395>somewhere <00:13:35.745>else <00:13:36.095>and,

316
00:13:36.725 --> 00:13:39.265
<00:13:36.725>and <00:13:36.925>you <00:13:37.125>end <00:13:37.325>up <00:13:37.525>having <00:13:37.725>multiple, <00:13:37.925>uh, <00:13:38.125>windows,

317
00:13:39.485 --> 00:13:40.505
<00:13:39.485>but <00:13:39.668>you <00:13:39.852>are <00:13:40.035>happy <00:13:40.219>with <00:13:40.403>this.

318
00:13:40.505 --> 00:13:43.145
<00:13:40.505>Like <00:13:40.705>you <00:13:40.905>need, <00:13:41.105>you <00:13:41.305>know, <00:13:41.505>tower <00:13:41.705>control <00:13:41.905>thing.

319
00:13:43.805 --> 00:13:47.065
<00:13:43.805>So <00:13:43.921>when, <00:13:44.038>when <00:13:44.155>it <00:13:44.271>goes <00:13:44.388>back <00:13:44.505>to <00:13:44.621>just <00:13:44.738>one <00:13:44.854>screen <00:13:44.971>on <00:13:45.088>your <00:13:45.204>phone,

320
00:13:47.375 --> 00:13:50.345
<00:13:47.375>it's, <00:13:47.575>the <00:13:47.775>experience <00:13:47.975>is, <00:13:48.175>is <00:13:48.375>so <00:13:48.575>poor, <00:13:48.775>um,

321
00:13:50.735 --> 00:13:53.665
<00:13:50.735>that <00:13:50.910>I <00:13:51.085>get <00:13:51.260>why <00:13:51.435>people <00:13:51.610>won't <00:13:51.785>go <00:13:51.960>to <00:13:52.135>it.

322
00:13:54.025 --> 00:13:57.145
<00:13:54.025>Although <00:13:54.258>Vibe <00:13:54.491>coding <00:13:54.725>probably <00:13:54.958>targets <00:13:55.191>people <00:13:55.425>that

323
00:13:57.675 --> 00:13:59.715
<00:13:57.675>don't <00:13:58.141>code <00:13:58.608>every <00:13:59.074>day.

324
00:14:00.575 --> 00:14:04.955
<00:14:00.575>So <00:14:00.730>I, <00:14:00.886>I <00:14:01.041>wouldn't, <00:14:01.197>I <00:14:01.352>wouldn't <00:14:01.508>know <00:14:01.663>how <00:14:01.819>to, <00:14:01.975>uh,

325
00:14:05.055 --> 00:14:08.075
<00:14:05.055>put <00:14:05.194>myself <00:14:05.334>into <00:14:05.474>those <00:14:05.614>shoes <00:14:05.755>as <00:14:05.895>a <00:14:06.035>person <00:14:06.175>that <00:14:06.314>doesn't <00:14:06.454>know

326
00:14:08.075 --> 00:14:10.355
<00:14:08.075>how <00:14:08.202>to <00:14:08.329>code, <00:14:08.456>but <00:14:08.584>just <00:14:08.711>wants <00:14:08.838>to <00:14:08.965>vibe <00:14:09.093>code <00:14:09.220>on <00:14:09.347>their <00:14:09.475>phone.

327
00:14:11.055 --> 00:14:13.885
<00:14:11.055>Um, <00:14:11.288>although <00:14:11.521>I <00:14:11.755>do <00:14:11.988>vibe <00:14:12.221>code <00:14:12.454>sometimes,

328
00:14:14.305 --> 00:14:17.365
<00:14:14.305>but <00:14:14.421>I, <00:14:14.538>I <00:14:14.655>like <00:14:14.771>to <00:14:14.888>have <00:14:15.005>a <00:14:15.121>large, <00:14:15.238>that's <00:14:15.354>the <00:14:15.471>thing, <00:14:15.588>I <00:14:15.704>like

329
00:14:17.365 --> 00:14:21.045
<00:14:17.365>to <00:14:17.481>have <00:14:17.598>a <00:14:17.715>large <00:14:17.831>screen <00:14:17.948>just <00:14:18.065>to <00:14:18.181>watch <00:14:18.298>what <00:14:18.415>the <00:14:18.531>AI <00:14:18.648>is <00:14:18.765>doing.

330
00:14:21.685 --> 00:14:24.365
<00:14:21.685>I, <00:14:21.801>I <00:14:21.918>want <00:14:22.035>to <00:14:22.151>see <00:14:22.268>all <00:14:22.385>of <00:14:22.501>the <00:14:22.618>text <00:14:22.734>of <00:14:22.851>what <00:14:22.968>they're <00:14:23.084>doing.

331
00:14:24.885 --> 00:14:27.525
<00:14:24.885>I <00:14:25.060>want <00:14:25.235>to <00:14:25.410>be <00:14:25.585>able <00:14:25.760>to <00:14:25.935>compare <00:14:26.110>what <00:14:26.285>was

332
00:14:27.525 --> 00:14:28.805
<00:14:27.525>before <00:14:27.813>and <00:14:28.101>what <00:14:28.389>was <00:14:28.676>after.

333
00:14:29.305 --> 00:14:31.885
<00:14:29.305>And <00:14:29.505>this <00:14:29.704>requires <00:14:29.905>multiple <00:14:30.104>screens <00:14:30.305>to <00:14:30.505>this. <00:14:30.704>Yeah,

334
00:14:32.845 --> 00:14:35.905
<00:14:32.845>And <00:14:32.985>I <00:14:33.125>guess <00:14:33.265>that's <00:14:33.405>exactly <00:14:33.545>what <00:14:33.685>these, <00:14:33.825>uh, <00:14:33.965>what <00:14:34.105>these, <00:14:34.245>uh,

335
00:14:35.955 --> 00:14:39.145
<00:14:35.955>dream <00:14:36.130>merchants <00:14:36.305>of <00:14:36.480>like <00:14:36.655>code, <00:14:36.830>vibe, <00:14:37.005>coding <00:14:37.180>environments <00:14:37.355>want

336
00:14:39.145 --> 00:14:41.385
<00:14:39.145>to <00:14:39.378>want <00:14:39.611>not <00:14:39.845>people <00:14:40.078>to <00:14:40.311>care <00:14:40.545>about.

337
00:14:41.455 --> 00:14:43.025
<00:14:41.455>Like, <00:14:41.688>I <00:14:41.921>mean, <00:14:42.155>yeah, <00:14:42.388>they're <00:14:42.621>like, <00:14:42.855>oh,

338
00:14:43.025 --> 00:14:44.065
<00:14:43.025>the <00:14:43.259>the <00:14:43.493>machine <00:14:43.727>is <00:14:43.961>perfect

339
00:14:44.245 --> 00:14:46.145
<00:14:44.245>and <00:14:44.400>does <00:14:44.556>the <00:14:44.711>code <00:14:44.867>for <00:14:45.022>you, <00:14:45.178>it's <00:14:45.333>gonna <00:14:45.489>be <00:14:45.645>fine.

340
00:14:46.445 --> 00:14:47.465
<00:14:46.445>You <00:14:46.674>say <00:14:46.904>what <00:14:47.133>you <00:14:47.363>want

341
00:14:47.485 --> 00:14:50.505
<00:14:47.485>and <00:14:47.612>then <00:14:47.739>re <00:14:47.866>it <00:14:47.994>rebuilds <00:14:48.121>the <00:14:48.248>app <00:14:48.375>15 <00:14:48.503>times <00:14:48.630>on <00:14:48.757>your <00:14:48.885>phone.

342
00:14:51.125 --> 00:14:53.965
<00:14:51.125>I <00:14:51.280>also <00:14:51.436>wonder <00:14:51.591>what <00:14:51.747>the, <00:14:51.902>what <00:14:52.058>the <00:14:52.213>battery, <00:14:52.369>uh, <00:14:52.525>consumption

343
00:14:54.065 --> 00:14:56.725
<00:14:54.065>of <00:14:54.220>these <00:14:54.376>things <00:14:54.531>are <00:14:54.687>of <00:14:54.842>like <00:14:54.998>recognition <00:14:55.153>of <00:14:55.309>the <00:14:55.465>audio

344
00:14:56.905 --> 00:14:59.405
<00:14:56.905>and <00:14:57.079>going <00:14:57.255>back <00:14:57.430>to <00:14:57.605>the <00:14:57.780>server <00:14:57.954>and <00:14:58.130>in <00:14:58.305>between.

345
00:14:59.925 --> 00:15:01.685
<00:14:59.925>I <00:15:00.158>mean, <00:15:00.391>I <00:15:00.625>have <00:15:00.858>leaky <00:15:01.091>connectivity <00:15:01.324>here

346
00:15:01.745 --> 00:15:04.485
<00:15:01.745>and <00:15:01.852>the <00:15:01.960>amount <00:15:02.068>of <00:15:02.175>times <00:15:02.283>I <00:15:02.391>just <00:15:02.498>get <00:15:02.606>an <00:15:02.714>MP <00:15:02.821>screen <00:15:02.929>on <00:15:03.037>the <00:15:03.145>most

347
00:15:04.635 --> 00:15:07.645
<00:15:04.635>obvious <00:15:04.868>apps <00:15:05.101>is <00:15:05.335>just <00:15:05.568>really, <00:15:05.801>really <00:15:06.035>fascinating.

348
00:15:07.765 --> 00:15:09.125
<00:15:07.765>I, <00:15:07.968>I <00:15:08.173>think <00:15:08.377>it's <00:15:08.581>an <00:15:08.785>interesting <00:15:08.989>one

349
00:15:09.125 --> 00:15:12.125
<00:15:09.125>because <00:15:09.300>it's <00:15:09.475>not <00:15:09.650>a <00:15:09.825>market <00:15:10.000>that <00:15:10.175>is <00:15:10.350>there, <00:15:10.525>like,

350
00:15:12.125 --> 00:15:14.125
<00:15:12.125>people <00:15:12.300>think <00:15:12.475>like, <00:15:12.650>okay, <00:15:12.825>we're <00:15:13.000>gonna, <00:15:13.175>we're <00:15:13.350>gonna, <00:15:13.525>uh,

351
00:15:14.125 --> 00:15:15.845
<00:15:14.125>we're <00:15:14.591>gonna, <00:15:15.058>uh, <00:15:15.525>uh,

352
00:15:16.405 --> 00:15:18.245
<00:15:16.405>democratize <00:15:16.755>development <00:15:17.105>with <00:15:17.454>vibe <00:15:17.805>coding.

353
00:15:18.485 --> 00:15:19.725
<00:15:18.485>'cause <00:15:18.671>anybody <00:15:18.857>can <00:15:19.043>talk <00:15:19.229>to <00:15:19.415>their <00:15:19.601>phone

354
00:15:19.725 --> 00:15:21.245
<00:15:19.725>and <00:15:19.877>build <00:15:20.029>the <00:15:20.181>app <00:15:20.333>that <00:15:20.485>they <00:15:20.637>need <00:15:20.789>at <00:15:20.941>the <00:15:21.093>moment

355
00:15:21.345 --> 00:15:23.365
<00:15:21.345>and <00:15:21.500>not <00:15:21.656>have <00:15:21.811>to <00:15:21.967>talk <00:15:22.122>to <00:15:22.278>one <00:15:22.433>of <00:15:22.589>those <00:15:22.745>smelly,

356
00:15:23.365 --> 00:15:25.005
<00:15:23.365>expensive <00:15:23.598>developers <00:15:23.831>to <00:15:24.065>do <00:15:24.298>it <00:15:24.531>for <00:15:24.765>them.

357
00:15:25.825 --> 00:15:28.245
<00:15:25.825>So, <00:15:26.105>uh, <00:15:26.385>but <00:15:26.665>it <00:15:26.945>seems <00:15:27.225>like

358
00:15:29.145 --> 00:15:31.165
<00:15:29.145>people <00:15:29.425>are <00:15:29.704>just <00:15:29.985>still <00:15:30.265>thinking, <00:15:30.545>okay,

359
00:15:31.225 --> 00:15:33.565
<00:15:31.225>if <00:15:31.352>I <00:15:31.479>don't <00:15:31.606>find <00:15:31.734>the <00:15:31.861>app <00:15:31.988>on <00:15:32.115>the <00:15:32.243>store, <00:15:32.370>then <00:15:32.497>probably <00:15:32.625>the,

360
00:15:33.665 --> 00:15:35.725
<00:15:33.665>the, <00:15:33.944>the, <00:15:34.224>the <00:15:34.505>task <00:15:34.785>isn't <00:15:35.064>there.

361
00:15:36.625 --> 00:15:39.925
<00:15:36.625>So, <00:15:36.765>uh, <00:15:36.905>it <00:15:37.045>feels <00:15:37.185>a <00:15:37.325>very <00:15:37.465>interesting <00:15:37.605>way <00:15:37.745>that, <00:15:37.885>is <00:15:38.025>there.

362
00:15:40.235 --> 00:15:42.725
<00:15:40.235>Another <00:15:40.468>interesting <00:15:40.701>bit <00:15:40.935>is <00:15:41.168>that <00:15:41.401>Microsoft <00:15:41.635>announced,

363
00:15:42.825 --> 00:15:45.205
<00:15:42.825>or <00:15:42.952>there <00:15:43.079>was <00:15:43.206>a <00:15:43.334>scoop <00:15:43.461>on <00:15:43.588>Axios <00:15:43.715>that <00:15:43.843>they <00:15:43.970>build <00:15:44.097>a <00:15:44.225>a,

364
00:15:45.325 --> 00:15:49.765
<00:15:45.325>a <00:15:45.500>marketplace <00:15:45.675>for, <00:15:45.850>for <00:15:46.025>publishers <00:15:46.200>that <00:15:46.375>basically <00:15:46.550>allows <00:15:46.725>you

365
00:15:49.945 --> 00:15:54.045
<00:15:49.945>to, <00:15:50.145>uh, <00:15:50.345>to <00:15:50.545>basically <00:15:50.745>yeah, <00:15:50.945>with <00:15:51.145>co-pilot <00:15:51.345>assistant,

366
00:15:55.055 --> 00:15:57.655
<00:15:55.055>I <00:15:55.229>can <00:15:55.405>safely <00:15:55.579>predict <00:15:55.755>right <00:15:55.930>now <00:15:56.104>this <00:15:56.280>will <00:15:56.454>fail.

367
00:15:58.395 --> 00:16:00.255
<00:15:58.395>Uh, <00:15:58.675>not <00:15:58.954>because <00:15:59.235>it's <00:15:59.515>Microsoft, <00:15:59.795>not

368
00:16:00.255 --> 00:16:02.295
<00:16:00.255>because <00:16:00.488>it's, <00:16:00.721>uh, <00:16:00.955>it's <00:16:01.188>ai, <00:16:01.421>but <00:16:01.655>it

369
00:16:02.295 --> 00:16:03.375
<00:16:02.295>because <00:16:02.618>it's <00:16:02.943>a <00:16:03.267>marketplace.

370
00:16:03.655 --> 00:16:06.175
<00:16:03.655>I <00:16:03.810>haven't <00:16:03.966>seen <00:16:04.121>a <00:16:04.277>single <00:16:04.432>marketplace <00:16:04.588>except <00:16:04.743>for <00:16:04.899>the <00:16:05.055>ones

371
00:16:06.175 --> 00:16:07.575
<00:16:06.175>that <00:16:06.427>come <00:16:06.679>with <00:16:06.931>the <00:16:07.183>operating <00:16:07.435>systems

372
00:16:07.965 --> 00:16:09.175
<00:16:07.965>that <00:16:08.328>have <00:16:08.691>ever <00:16:09.054>succeeded.

373
00:16:09.615 --> 00:16:11.855
<00:16:09.615>I <00:16:09.770>mean, <00:16:09.926>we <00:16:10.081>tried <00:16:10.237>to <00:16:10.392>do <00:16:10.548>like, <00:16:10.703>uh, <00:16:10.859>uh, <00:16:11.015>we,

374
00:16:12.535 --> 00:16:15.535
<00:16:12.535>I <00:16:12.675>mean <00:16:12.814>something <00:16:12.954>like <00:16:13.094>hugging <00:16:13.235>phase <00:16:13.375>where <00:16:13.515>you <00:16:13.655>offer, <00:16:13.795>uh, <00:16:13.935>uh,

375
00:16:15.535 --> 00:16:17.215
<00:16:15.535>where <00:16:15.768>you <00:16:16.001>offer <00:16:16.235>like <00:16:16.468>models <00:16:16.701>for <00:16:16.935>free

376
00:16:17.435 --> 00:16:20.295
<00:16:17.435>and <00:16:17.574>you <00:16:17.714>allow <00:16:17.854>people <00:16:17.994>to, <00:16:18.135>to <00:16:18.275>iterate <00:16:18.415>on <00:16:18.555>them <00:16:18.694>totally <00:16:18.834>fine,

377
00:16:20.755 --> 00:16:23.575
<00:16:20.755>but <00:16:20.955>people <00:16:21.155>going <00:16:21.355>somewhere <00:16:21.555>else <00:16:21.755>to <00:16:21.955>buy <00:16:22.155>things

378
00:16:23.835 --> 00:16:25.095
<00:16:23.835>and <00:16:24.213>basically <00:16:24.591>sell <00:16:24.969>their,

379
00:16:25.095 --> 00:16:27.735
<00:16:25.095>their <00:16:25.328>software <00:16:25.561>on <00:16:25.795>some <00:16:26.028>third <00:16:26.261>party <00:16:26.495>marketplace,

380
00:16:28.085 --> 00:16:29.895
<00:16:28.085>that <00:16:28.435>model <00:16:28.785>has <00:16:29.135>never <00:16:29.485>succeeded.

381
00:16:30.635 --> 00:16:32.215
<00:16:30.635>And <00:16:30.985>it, <00:16:31.335>it <00:16:31.685>fascinates <00:16:32.035>me

382
00:16:32.215 --> 00:16:34.255
<00:16:32.215>how <00:16:32.390>many <00:16:32.565>times <00:16:32.740>we <00:16:32.915>actually <00:16:33.090>put <00:16:33.265>things <00:16:33.440>in <00:16:33.615>there.

383
00:16:34.335 --> 00:16:35.695
<00:16:34.335>I <00:16:34.579>mean, <00:16:34.824>AWS <00:16:35.069>doesn't <00:16:35.314>have <00:16:35.559>any,

384
00:16:35.715 --> 00:16:37.295
<00:16:35.715>and <00:16:35.915>that <00:16:36.115>would <00:16:36.315>be <00:16:36.515>very <00:16:36.715>simple <00:16:36.915>to <00:16:37.115>build.

385
00:16:38.205 --> 00:16:40.575
<00:16:38.205>Yeah. <00:16:38.405>But <00:16:38.605>there <00:16:38.805>is <00:16:39.005>nothing <00:16:39.205>like <00:16:39.405>that, <00:16:39.605>right?

386
00:16:40.715 --> 00:16:43.615
<00:16:40.715>It, <00:16:40.855>it <00:16:40.995>feels <00:16:41.135>like <00:16:41.275>the <00:16:41.415>whole <00:16:41.555>idea <00:16:41.695>of <00:16:41.835>like <00:16:41.975>the <00:16:42.115>success

387
00:16:43.615 --> 00:16:46.615
<00:16:43.615>of <00:16:43.790>the <00:16:43.965>iOS <00:16:44.140>marketplace <00:16:44.315>was <00:16:44.490>something <00:16:44.665>that <00:16:44.840>everybody <00:16:45.015>wanted

388
00:16:46.615 --> 00:16:49.175
<00:16:46.615>to, <00:16:47.081>um, <00:16:47.548>to <00:16:48.015>repeat.

389
00:16:49.755 --> 00:16:53.175
<00:16:49.755>But <00:16:49.882>it <00:16:50.009>doesn't, <00:16:50.136>I <00:16:50.264>mean, <00:16:50.391>Dan, <00:16:50.518>where <00:16:50.645>do <00:16:50.773>you <00:16:50.900>get <00:16:51.027>your <00:16:51.155>software?

390
00:16:53.235 --> 00:16:54.415
<00:16:53.235>Do <00:16:53.447>you <00:16:53.659>use <00:16:53.872>the <00:16:54.084>App <00:16:54.297>store

391
00:16:54.435 --> 00:16:56.655
<00:16:54.435>or <00:16:54.590>do <00:16:54.746>you <00:16:54.901>also, <00:16:55.057>uh, <00:16:55.212>go <00:16:55.368>to <00:16:55.523>the <00:16:55.679>command <00:16:55.834>line

392
00:16:56.655 --> 00:16:59.295
<00:16:56.655>and <00:16:56.855>use, <00:16:57.055>uh, <00:16:57.255>uh, <00:16:57.454>home <00:16:57.655>Brew <00:16:57.855>or <00:16:58.055>whatever?

393
00:16:59.965 --> 00:17:02.135
<00:16:59.965>Because <00:17:00.198>Yeah, <00:17:00.431>I <00:17:00.665>don't <00:17:00.898>see <00:17:01.131>the <00:17:01.365>appeal.

394
00:17:03.605 --> 00:17:04.825
<00:17:03.605>No, <00:17:03.879>no. <00:17:04.154>I, <00:17:04.428>I <00:17:04.703>agree.

395
00:17:05.145 --> 00:17:06.865
<00:17:05.145>I <00:17:05.319>think, <00:17:05.494>um, <00:17:05.670>most <00:17:05.845>of <00:17:06.020>the <00:17:06.194>time, <00:17:06.369>you <00:17:06.545>know,

396
00:17:07.105 --> 00:17:08.185
<00:17:07.105>I <00:17:07.299>use <00:17:07.493>the <00:17:07.688>app <00:17:07.882>store <00:17:08.077>just

397
00:17:08.185 --> 00:17:10.865
<00:17:08.185>because <00:17:08.312>it's, <00:17:08.439>you <00:17:08.566>kind <00:17:08.694>of <00:17:08.821>assume <00:17:08.948>that <00:17:09.075>all <00:17:09.203>of <00:17:09.330>those <00:17:09.457>kind <00:17:09.585>of,

398
00:17:11.085 --> 00:17:13.545
<00:17:11.085>um, <00:17:11.240>checks <00:17:11.396>are <00:17:11.551>done, <00:17:11.707>you <00:17:11.862>know, <00:17:12.018>basic <00:17:12.173>kind <00:17:12.329>of, <00:17:12.485>uh,

399
00:17:13.545 --> 00:17:15.385
<00:17:13.545>you're <00:17:13.720>not <00:17:13.895>downloading <00:17:14.070>anything <00:17:14.245>that's <00:17:14.420>gonna <00:17:14.595>have <00:17:14.770>like <00:17:14.945>a,

400
00:17:15.465 --> 00:17:17.105
<00:17:15.464>a <00:17:15.698>massive <00:17:15.931>security <00:17:16.165>issue <00:17:16.398>that's <00:17:16.631>gonna <00:17:16.865>kind

401
00:17:17.105 --> 00:17:18.265
<00:17:17.105>of <00:17:17.366>wipe <00:17:17.627>your <00:17:17.888>computer <00:17:18.149>or,

402
00:17:18.265 --> 00:17:20.465
<00:17:18.265>or <00:17:18.465>your, <00:17:18.665>your <00:17:18.865>device <00:17:19.065>is <00:17:19.265>kind <00:17:19.465>of <00:17:19.665>the,

403
00:17:20.465 --> 00:17:22.145
<00:17:20.464>the <00:17:20.665>reason <00:17:20.865>you <00:17:21.064>go <00:17:21.264>somewhere <00:17:21.464>like <00:17:21.665>that, <00:17:21.865>right?

404
00:17:22.325 --> 00:17:25.385
<00:17:22.325>And <00:17:22.480>so <00:17:22.636>I <00:17:22.791>think <00:17:22.947>Microsoft <00:17:23.102>does <00:17:23.258>bring, <00:17:23.413>you <00:17:23.569>know, <00:17:23.725>legitimacy.

405
00:17:25.405 --> 00:17:27.985
<00:17:25.405>It <00:17:25.545>brings <00:17:25.685>something <00:17:25.825>that <00:17:25.964>you <00:17:26.105>say, <00:17:26.244>okay, <00:17:26.385>well <00:17:26.524>if <00:17:26.665>Microsoft <00:17:26.805>is

406
00:17:27.985 --> 00:17:30.305
<00:17:27.984>behind <00:17:28.140>it, <00:17:28.296>then <00:17:28.451>you've <00:17:28.607>got <00:17:28.762>a, <00:17:28.918>a <00:17:29.073>certain <00:17:29.229>amount <00:17:29.385>of,

407
00:17:30.365 --> 00:17:31.465
<00:17:30.365>um, <00:17:30.860>of <00:17:31.355>safety.

408
00:17:31.645 --> 00:17:33.065
<00:17:31.645>But <00:17:31.858>it <00:17:32.071>still <00:17:32.284>doesn't <00:17:32.497>answer <00:17:32.710>the <00:17:32.923>question

409
00:17:33.065 --> 00:17:34.345
<00:17:33.065>of <00:17:33.209>why <00:17:33.353>I've <00:17:33.497>gone <00:17:33.641>there <00:17:33.785>in <00:17:33.929>the <00:17:34.073>first <00:17:34.217>place.

410
00:17:34.685 --> 00:17:37.225
<00:17:34.685>Um, <00:17:34.965>I <00:17:35.245>think, <00:17:35.524>yeah, <00:17:35.804>I, <00:17:36.085>I,

411
00:17:37.225 --> 00:17:39.785
<00:17:37.225>what <00:17:37.352>I <00:17:37.479>do <00:17:37.606>like <00:17:37.734>looking <00:17:37.861>at <00:17:37.988>this <00:17:38.115>though, <00:17:38.243>is <00:17:38.370>it <00:17:38.497>feels <00:17:38.625>like

412
00:17:40.465 --> 00:17:41.905
<00:17:40.465>Microsoft <00:17:40.897>and <00:17:41.329>CloudFlare <00:17:41.761>and,

413
00:17:41.965 --> 00:17:44.785
<00:17:41.965>and <00:17:42.105>some <00:17:42.245>of <00:17:42.385>the <00:17:42.524>kind <00:17:42.665>of <00:17:42.804>big, <00:17:42.945>um, <00:17:43.084>organizations <00:17:43.225>are <00:17:43.365>trying

414
00:17:44.785 --> 00:17:47.425
<00:17:44.785>to <00:17:44.960>do <00:17:45.135>something <00:17:45.310>though <00:17:45.485>about <00:17:45.660>how <00:17:45.835>we <00:17:46.010>make <00:17:46.185>sure

415
00:17:47.425 --> 00:17:49.925
<00:17:47.425>that <00:17:47.600>everybody <00:17:47.774>is <00:17:47.950>fairly <00:17:48.125>kind <00:17:48.300>of <00:17:48.475>compensated, <00:17:48.649>you <00:17:48.825>know,

416
00:17:50.265 --> 00:17:52.285
<00:17:50.265>be <00:17:50.498>it <00:17:50.731>the, <00:17:50.965>the, <00:17:51.198>the <00:17:51.431>creators, <00:17:51.665>um,

417
00:17:52.625 --> 00:17:55.645
<00:17:52.625>or <00:17:52.765>the <00:17:52.905>content <00:17:53.045>creators <00:17:53.185>can <00:17:53.325>at <00:17:53.465>least <00:17:53.605>kind <00:17:53.745>of <00:17:53.885>monetize <00:17:54.025>their,

418
00:17:55.775 --> 00:17:58.085
<00:17:55.775>their <00:17:55.950>content <00:17:56.125>if <00:17:56.300>it's <00:17:56.475>taken <00:17:56.650>on, <00:17:56.825>on <00:17:57.000>by, <00:17:57.175>um,

419
00:17:58.105 --> 00:17:59.765
<00:17:58.105>an <00:17:58.455>LLM, <00:17:58.805>you <00:17:59.155>know, <00:17:59.505>that.

420
00:17:59.765 --> 00:18:01.605
<00:17:59.765>So <00:17:59.920>there <00:18:00.076>is <00:18:00.231>something <00:18:00.387>I <00:18:00.542>can, <00:18:00.698>that, <00:18:00.853>that's <00:18:01.009>being <00:18:01.165>done,

421
00:18:01.605 --> 00:18:02.645
<00:18:01.605>and <00:18:01.792>I <00:18:01.979>think <00:18:02.166>this <00:18:02.353>is <00:18:02.541>positive,

422
00:18:02.665 --> 00:18:05.405
<00:18:02.665>but <00:18:02.820>it <00:18:02.976>just <00:18:03.131>doesn't <00:18:03.287>feel <00:18:03.442>like <00:18:03.598>it <00:18:03.753>fits <00:18:03.909>just <00:18:04.065>yet.

423
00:18:05.405 --> 00:18:06.525
<00:18:05.405>Maybe <00:18:05.657>we're <00:18:05.909>still <00:18:06.161>figuring <00:18:06.413>out

424
00:18:06.525 --> 00:18:08.525
<00:18:06.525>what <00:18:06.805>this <00:18:07.085>marketplace <00:18:07.365>actually <00:18:07.645>should <00:18:07.925>be.

425
00:18:09.835 --> 00:18:13.365
<00:18:09.835>Yeah. <00:18:09.975>The, <00:18:10.115>the, <00:18:10.255>the <00:18:10.395>format <00:18:10.535>should <00:18:10.675>appeal <00:18:10.815>to <00:18:10.955>the <00:18:11.095>new <00:18:11.235>ways

426
00:18:13.385 --> 00:18:16.285
<00:18:13.385>of <00:18:13.540>using <00:18:13.696>things <00:18:13.851>like <00:18:14.007>the <00:18:14.162>usage <00:18:14.318>on <00:18:14.473>demand, <00:18:14.629>these <00:18:14.785>kind

427
00:18:16.285 --> 00:18:18.045
<00:18:16.285>of <00:18:16.485>things, <00:18:16.685>rather <00:18:16.885>than <00:18:17.085>like, <00:18:17.285>here's <00:18:17.485>a <00:18:17.685>marketplace

428
00:18:18.045 --> 00:18:19.405
<00:18:18.045>to <00:18:18.289>offer, <00:18:18.534>uh, <00:18:18.779>and <00:18:19.024>buy <00:18:19.269>things.

429
00:18:19.945 --> 00:18:21.445
<00:18:19.945>It <00:18:20.215>feels, <00:18:20.485>uh, <00:18:20.754>it <00:18:21.024>feels <00:18:21.294>bizarre

430
00:18:21.445 --> 00:18:23.365
<00:18:21.445>that <00:18:21.645>we're <00:18:21.845>always <00:18:22.044>going <00:18:22.245>back <00:18:22.445>to <00:18:22.645>that <00:18:22.845>space.

431
00:18:23.625 --> 00:18:26.925
<00:18:23.625>Uh, <00:18:23.765>I <00:18:23.905>mean, <00:18:24.045>the <00:18:24.185>legitimacy <00:18:24.325>thing <00:18:24.465>is <00:18:24.605>a <00:18:24.745>very <00:18:24.885>interesting <00:18:25.025>point

432
00:18:26.925 --> 00:18:28.805
<00:18:26.925>because <00:18:27.158>that <00:18:27.391>actually <00:18:27.625>makes <00:18:27.858>it <00:18:28.091>more <00:18:28.325>interesting

433
00:18:28.805 --> 00:18:31.005
<00:18:28.805>for <00:18:29.005>malware <00:18:29.205>creators <00:18:29.405>to <00:18:29.605>hide <00:18:29.805>things <00:18:30.005>in <00:18:30.205>there.

434
00:18:31.585 --> 00:18:34.445
<00:18:31.585>And <00:18:31.760>the, <00:18:31.935>the <00:18:32.110>Android <00:18:32.285>store <00:18:32.460>has <00:18:32.635>been, <00:18:32.810>uh, <00:18:32.985>uh,

435
00:18:34.465 --> 00:18:35.805
<00:18:34.465>has <00:18:34.766>been <00:18:35.068>very, <00:18:35.369>very <00:18:35.671>common.

436
00:18:35.825 --> 00:18:37.245
<00:18:35.825>And <00:18:36.038>even <00:18:36.251>the <00:18:36.464>iOS <00:18:36.677>store, <00:18:36.889>I <00:18:37.102>mean,

437
00:18:37.245 --> 00:18:39.525
<00:18:37.245>there <00:18:37.419>were <00:18:37.594>like <00:18:37.770>10 <00:18:37.945>different <00:18:38.120>VPNs <00:18:38.294>that <00:18:38.469>didn't <00:18:38.645>exist

438
00:18:39.525 --> 00:18:40.765
<00:18:39.525>that <00:18:39.804>were <00:18:40.083>just, <00:18:40.362>well, <00:18:40.641>malware.

439
00:18:41.225 --> 00:18:43.725
<00:18:41.225>And <00:18:41.458>there <00:18:41.691>were, <00:18:41.925>they <00:18:42.158>somehow <00:18:42.391>slipped <00:18:42.625>through

440
00:18:43.725 --> 00:18:46.925
<00:18:43.725>that <00:18:43.899>review <00:18:44.074>process <00:18:44.250>because <00:18:44.425>the <00:18:44.600>amount <00:18:44.774>of, <00:18:44.949>uh, <00:18:45.125>uh,

441
00:18:46.925 --> 00:18:49.045
<00:18:46.925>submissions <00:18:47.080>you <00:18:47.236>get <00:18:47.391>every <00:18:47.547>day <00:18:47.702>when <00:18:47.858>you <00:18:48.013>have <00:18:48.169>a <00:18:48.325>marketplace,

442
00:18:49.065 --> 00:18:51.205
<00:18:49.065>and <00:18:49.240>I <00:18:49.415>remember <00:18:49.590>when <00:18:49.765>we <00:18:49.940>had <00:18:50.115>the <00:18:50.290>add-on <00:18:50.465>marketplace

443
00:18:51.205 --> 00:18:52.365
<00:18:51.205>for <00:18:51.413>Mozilla <00:18:51.622>that <00:18:51.831>I <00:18:52.040>worked <00:18:52.249>on,

444
00:18:52.365 --> 00:18:53.885
<00:18:52.365>and <00:18:52.707>the <00:18:53.049>Firefox <00:18:53.391>s <00:18:53.733>marketplace,

445
00:18:54.425 --> 00:18:56.605
<00:18:54.425>you <00:18:54.625>get <00:18:54.825>just <00:18:55.024>random <00:18:55.225>stuff <00:18:55.425>being <00:18:55.625>sent <00:18:55.825>in.

446
00:18:56.605 --> 00:18:59.965
<00:18:56.605>There's <00:18:56.805>companies <00:18:57.005>that <00:18:57.205>actually <00:18:57.405>only <00:18:57.605>built <00:18:57.805>apps <00:18:58.005>like

447
00:18:59.965 --> 00:19:03.205
<00:18:59.965>hundreds <00:19:00.092>of <00:19:00.219>them <00:19:00.346>in <00:19:00.474>a <00:19:00.601>day <00:19:00.728>and <00:19:00.855>flood <00:19:00.983>those <00:19:01.110>markets <00:19:01.237>with <00:19:01.365>them.

448
00:19:03.805 --> 00:19:06.925
<00:19:03.805>I <00:19:03.921>remember <00:19:04.038>when <00:19:04.155>I <00:19:04.271>wanted <00:19:04.388>to <00:19:04.505>do <00:19:04.621>something <00:19:04.738>on, <00:19:04.855>uh, <00:19:04.971>on <00:19:05.088>a <00:19:05.205>tablet

449
00:19:07.105 --> 00:19:09.325
<00:19:07.105>for <00:19:07.305>my, <00:19:07.505>my <00:19:07.705>niece <00:19:07.905>to <00:19:08.105>actually <00:19:08.305>paint <00:19:08.505>something.

450
00:19:09.825 --> 00:19:12.565
<00:19:09.825>And <00:19:09.952>that <00:19:10.079>was <00:19:10.206>like <00:19:10.334>a <00:19:10.461>20 <00:19:10.588>minute <00:19:10.715>thing <00:19:10.843>to <00:19:10.970>write <00:19:11.097>an <00:19:11.225>HTML.

451
00:19:12.825 --> 00:19:15.925
<00:19:12.825>And <00:19:12.952>you <00:19:13.079>just <00:19:13.206>say <00:19:13.334>like, <00:19:13.461>oh, <00:19:13.588>paint <00:19:13.715>app <00:19:13.843>on, <00:19:13.970>uh, <00:19:14.097>on <00:19:14.225>iOS.

452
00:19:15.925 --> 00:19:17.445
<00:19:15.925>And <00:19:16.153>it <00:19:16.380>was <00:19:16.609>like, <00:19:16.837>paint <00:19:17.065>this <00:19:17.293>donkey,

453
00:19:17.445 --> 00:19:19.045
<00:19:17.445>paint <00:19:17.725>this <00:19:18.004>elephant, <00:19:18.284>paint <00:19:18.564>this <00:19:18.845>cat.

454
00:19:19.315 --> 00:19:20.845
<00:19:19.315>They <00:19:19.659>just <00:19:20.003>upload <00:19:20.347>one <00:19:20.692>image

455
00:19:20.945 --> 00:19:22.845
<00:19:20.945>and <00:19:21.178>allow <00:19:21.411>people <00:19:21.645>to <00:19:21.878>paint <00:19:22.111>into <00:19:22.345>it,

456
00:19:22.845 --> 00:19:24.365
<00:19:22.845>rather <00:19:23.073>than <00:19:23.301>just <00:19:23.529>making <00:19:23.757>a <00:19:23.985>painting <00:19:24.213>app

457
00:19:24.365 --> 00:19:27.005
<00:19:24.365>and <00:19:24.540>allowing <00:19:24.715>you <00:19:24.890>to <00:19:25.065>upload <00:19:25.240>your <00:19:25.415>own <00:19:25.590>images <00:19:25.765>so

458
00:19:27.115 --> 00:19:29.965
<00:19:27.115>that <00:19:27.255>there <00:19:27.395>was <00:19:27.535>a <00:19:27.675>whole <00:19:27.815>ma <00:19:27.955>numbers <00:19:28.095>game <00:19:28.235>there <00:19:28.375>going <00:19:28.515>on.

459
00:19:29.965 --> 00:19:30.965
<00:19:29.965>That's <00:19:30.415>really <00:19:30.865>interesting.

460
00:19:31.425 --> 00:19:32.605
<00:19:31.425>But <00:19:31.637>when <00:19:31.849>you <00:19:32.062>say <00:19:32.274>that <00:19:32.487>security

461
00:19:32.665 --> 00:19:36.895
<00:19:32.665>and <00:19:32.792>Microsoft <00:19:32.919>is <00:19:33.046>a <00:19:33.174>thing, <00:19:33.301>so <00:19:33.428>NPM <00:19:33.555>has <00:19:33.683>been, <00:19:33.810>uh, <00:19:33.937>of <00:19:34.065>course

462
00:19:37.545 --> 00:19:41.815
<00:19:37.545>under <00:19:37.685>attack <00:19:37.825>heavily <00:19:37.965>the <00:19:38.105>last <00:19:38.245>few <00:19:38.385>weeks, <00:19:38.525>and <00:19:38.665>there <00:19:38.805>were <00:19:38.945>lots

463
00:19:41.815 --> 00:19:45.615
<00:19:41.815>and <00:19:41.955>lots <00:19:42.095>of <00:19:42.235>worms <00:19:42.375>and <00:19:42.515>like, <00:19:42.655>uh, <00:19:42.795>uh, <00:19:42.935>people <00:19:43.075>were <00:19:43.215>fished

464
00:19:45.635 --> 00:19:47.495
<00:19:45.635>and <00:19:45.810>they <00:19:45.985>had <00:19:46.160>all <00:19:46.335>kinds <00:19:46.510>of <00:19:46.685>things <00:19:46.860>going <00:19:47.035>on.

465
00:19:47.755 --> 00:19:50.935
<00:19:47.755>And <00:19:47.910>now <00:19:48.066>Csar <00:19:48.221>and, <00:19:48.377>uh, <00:19:48.532>GitHub, <00:19:48.688>which <00:19:48.843>is <00:19:48.999>now <00:19:49.155>Microsoft,

466
00:19:51.315 --> 00:19:52.455
<00:19:51.315>are <00:19:51.657>actually <00:19:51.999>taking <00:19:52.341>action

467
00:19:52.455 --> 00:19:54.575
<00:19:52.455>after <00:19:52.735>this <00:19:53.014>NPM <00:19:53.294>supply <00:19:53.574>chain <00:19:53.855>compromise.

468
00:19:54.635 --> 00:19:56.735
<00:19:54.635>And <00:19:54.868>I <00:19:55.101>think <00:19:55.335>that's <00:19:55.568>an <00:19:55.801>interesting <00:19:56.035>one

469
00:19:56.735 --> 00:19:59.215
<00:19:56.735>because <00:19:56.935>it's, <00:19:57.135>it's <00:19:57.334>gonna <00:19:57.534>be <00:19:57.735>quite <00:19:57.935>a <00:19:58.135>task.

470
00:19:59.935 --> 00:20:01.495
<00:19:59.935>I <00:20:00.215>think <00:20:00.495>MPM <00:20:00.774>became <00:20:01.054>so <00:20:01.335>successful

471
00:20:01.495 --> 00:20:02.815
<00:20:01.495>because <00:20:01.792>it <00:20:02.089>was <00:20:02.386>so <00:20:02.683>permissive

472
00:20:02.875 --> 00:20:05.375
<00:20:02.875>and <00:20:03.030>it <00:20:03.186>allowed <00:20:03.341>you <00:20:03.497>to <00:20:03.652>just <00:20:03.808>put, <00:20:03.963>publish <00:20:04.119>things <00:20:04.275>there,

473
00:20:05.835 --> 00:20:09.055
<00:20:05.835>and <00:20:05.942>now <00:20:06.050>you <00:20:06.158>have <00:20:06.265>to <00:20:06.373>find <00:20:06.481>a <00:20:06.588>way <00:20:06.696>to <00:20:06.804>actually <00:20:06.911>make <00:20:07.019>it, <00:20:07.127>uh, <00:20:07.235>uh,

474
00:20:09.055 --> 00:20:10.455
<00:20:09.055>make <00:20:09.475>it <00:20:09.895>less <00:20:10.315>dangerous.

475
00:20:11.155 --> 00:20:14.775
<00:20:11.155>Uh, <00:20:11.295>Tiffany, <00:20:11.435>have <00:20:11.575>you <00:20:11.715>had <00:20:11.855>any, <00:20:11.995>uh, <00:20:12.135>any <00:20:12.274>concerns <00:20:12.415>about <00:20:12.555>this?

476
00:20:14.925 --> 00:20:17.615
<00:20:14.925>Have <00:20:15.100>you <00:20:15.274>been <00:20:15.450>actually <00:20:15.625>looking <00:20:15.800>into <00:20:15.975>your <00:20:16.149>MPM <00:20:16.325>modules

477
00:20:17.615 --> 00:20:19.055
<00:20:17.615>lately <00:20:17.939>and <00:20:18.263>worried <00:20:18.587>about <00:20:18.911>this?

478
00:20:19.155 --> 00:20:21.055
<00:20:19.155>Or <00:20:19.310>actually, <00:20:19.466>are <00:20:19.621>you <00:20:19.777>working <00:20:19.932>more <00:20:20.088>in <00:20:20.243>the <00:20:20.399>Python <00:20:20.555>world?

479
00:20:22.095 --> 00:20:24.115
<00:20:22.095>Um, <00:20:22.328>no, <00:20:22.561>I <00:20:22.795>do <00:20:23.028>use <00:20:23.261>n <00:20:23.495>pm.

480
00:20:24.295 --> 00:20:28.435
<00:20:24.295>Um, <00:20:24.435>I, <00:20:24.575>I <00:20:24.715>was, <00:20:24.855>I'm, <00:20:24.995>I'm <00:20:25.135>aware <00:20:25.275>of <00:20:25.415>those, <00:20:25.555>uh, <00:20:25.695>issues.

481
00:20:28.595 --> 00:20:30.155
<00:20:28.595>I <00:20:28.828>don't <00:20:29.061>use <00:20:29.295>it <00:20:29.528>too <00:20:29.761>much <00:20:29.995>though

482
00:20:30.355 --> 00:20:32.795
<00:20:30.355>'cause <00:20:30.530>I'm <00:20:30.705>more <00:20:30.880>of <00:20:31.055>a <00:20:31.230>python, <00:20:31.405>uh, <00:20:31.580>uh, <00:20:31.755>dev.

483
00:20:33.175 --> 00:20:34.675
<00:20:33.175>But <00:20:33.625>I'm, <00:20:34.075>yeah, <00:20:34.524>I,

484
00:20:34.875 --> 00:20:38.035
<00:20:34.875>I <00:20:35.030>was <00:20:35.186>very <00:20:35.341>concerned <00:20:35.497>when <00:20:35.652>I <00:20:35.808>started <00:20:35.963>reading, <00:20:36.119>um, <00:20:36.275>all

485
00:20:38.035 --> 00:20:40.555
<00:20:38.035>of <00:20:38.235>those <00:20:38.435>articles <00:20:38.635>like <00:20:38.835>this, <00:20:39.035>this <00:20:39.235>is, <00:20:39.435>um,

486
00:20:41.485 --> 00:20:42.685
<00:20:41.485>a <00:20:42.024>massive <00:20:42.565>conundrum.

487
00:20:42.685 --> 00:20:44.325
<00:20:42.685>Like, <00:20:43.151>uh, <00:20:43.618>uh, <00:20:44.085>this,

488
00:20:47.345 --> 00:20:50.765
<00:20:47.345>so <00:20:47.485>many, <00:20:47.625>so <00:20:47.765>many <00:20:47.905>people <00:20:48.045>uses <00:20:48.185>this <00:20:48.325>and <00:20:48.465>depend <00:20:48.605>on <00:20:48.745>this.

489
00:20:51.185 --> 00:20:54.645
<00:20:51.185>Uh, <00:20:51.340>but <00:20:51.496>in <00:20:51.651>the <00:20:51.807>same <00:20:51.962>time, <00:20:52.118>it's, <00:20:52.273>it's <00:20:52.429>really <00:20:52.585>hard

490
00:20:54.665 --> 00:20:56.125
<00:20:54.665>to <00:20:55.322>monitor <00:20:55.979>everything.

491
00:20:56.345 --> 00:20:59.445
<00:20:56.345>So, <00:20:56.520>um, <00:20:56.695>I <00:20:56.870>think <00:20:57.045>this <00:20:57.220>is <00:20:57.395>great <00:20:57.570>that <00:20:57.745>CISA

492
00:20:59.445 --> 00:21:01.245
<00:20:59.445>and <00:20:59.678>GitHub <00:20:59.911>are <00:21:00.145>taking <00:21:00.378>actions <00:21:00.611>for <00:21:00.845>this

493
00:21:01.405 --> 00:21:04.445
<00:21:01.405>'cause <00:21:01.545>uh, <00:21:01.685>we <00:21:01.825>need <00:21:01.965>big <00:21:02.105>actors <00:21:02.245>to <00:21:02.385>actually <00:21:02.524>make <00:21:02.665>sure <00:21:02.805>that,

494
00:21:05.065 --> 00:21:06.485
<00:21:05.065>uh, <00:21:05.491>those <00:21:05.917>are <00:21:06.342>secure.

495
00:21:07.145 --> 00:21:10.045
<00:21:07.145>Um, <00:21:07.285>but <00:21:07.425>yeah, <00:21:07.565>like, <00:21:07.705>to <00:21:07.845>be <00:21:07.985>honest, <00:21:08.125>I <00:21:08.264>still <00:21:08.405>use <00:21:08.545>it.

496
00:21:10.945 --> 00:21:13.155
<00:21:10.945>Then <00:21:11.072>what <00:21:11.199>about <00:21:11.326>you? <00:21:11.454>Did <00:21:11.581>you <00:21:11.708>look <00:21:11.835>at <00:21:11.963>all <00:21:12.090>your <00:21:12.217>open <00:21:12.345>source

497
00:21:13.155 --> 00:21:14.715
<00:21:13.155>projects <00:21:13.504>and <00:21:13.855>all <00:21:14.205>the <00:21:14.555>dependencies

498
00:21:14.735 --> 00:21:16.795
<00:21:14.735>and <00:21:14.851>made <00:21:14.968>sure <00:21:15.084>that <00:21:15.201>none <00:21:15.318>of <00:21:15.435>them <00:21:15.551>had <00:21:15.668>one <00:21:15.784>of <00:21:15.901>them <00:21:16.018>in <00:21:16.135>there?

499
00:21:17.535 --> 00:21:19.875
<00:21:17.535>No, <00:21:17.642>and <00:21:17.750>I'm, <00:21:17.858>I'm, <00:21:17.965>I <00:21:18.073>think <00:21:18.181>I'd <00:21:18.288>lie <00:21:18.396>if <00:21:18.504>I <00:21:18.611>said <00:21:18.719>that <00:21:18.827>I <00:21:18.935>do,

500
00:21:19.995 --> 00:21:22.995
<00:21:19.995>I <00:21:20.169>think <00:21:20.344>that <00:21:20.520>doing <00:21:20.695>absolutely <00:21:20.870>no, <00:21:21.044>um, <00:21:21.219>you <00:21:21.395>know,

501
00:21:22.995 --> 00:21:25.315
<00:21:22.995>diligence <00:21:23.169>is <00:21:23.344>kind <00:21:23.520>of, <00:21:23.695>uh, <00:21:23.870>a <00:21:24.044>fool's <00:21:24.219>errand, <00:21:24.395>right?

502
00:21:25.315 --> 00:21:27.675
<00:21:25.315>Like, <00:21:25.515>I <00:21:25.715>think <00:21:25.915>that <00:21:26.115>there's <00:21:26.315>something <00:21:26.515>where, <00:21:26.715>um,

503
00:21:27.865 --> 00:21:29.195
<00:21:27.865>there's <00:21:28.064>always <00:21:28.264>gonna <00:21:28.463>be <00:21:28.663>a <00:21:28.862>little <00:21:29.062>bit

504
00:21:29.195 --> 00:21:31.275
<00:21:29.195>of <00:21:29.475>an <00:21:29.754>obligation <00:21:30.034>on <00:21:30.314>developers, <00:21:30.595>unfortunately,

505
00:21:31.295 --> 00:21:33.595
<00:21:31.295>to <00:21:31.450>at <00:21:31.606>least <00:21:31.761>kind <00:21:31.917>of <00:21:32.072>look <00:21:32.228>at <00:21:32.383>what <00:21:32.539>they're <00:21:32.695>installing

506
00:21:33.615 --> 00:21:35.475
<00:21:33.615>as <00:21:33.815>like <00:21:34.015>the <00:21:34.215>bare <00:21:34.415>the <00:21:34.615>bare <00:21:34.815>minimum, <00:21:35.015>right?

507
00:21:35.775 --> 00:21:38.435
<00:21:35.775>Um, <00:21:35.902>and <00:21:36.029>I <00:21:36.156>mean, <00:21:36.284>I <00:21:36.411>guess <00:21:36.538>this <00:21:36.665>is <00:21:36.793>part <00:21:36.920>of <00:21:37.047>that <00:21:37.175>wider,

508
00:21:38.895 --> 00:21:41.435
<00:21:38.895>you <00:21:39.050>know, <00:21:39.206>shift <00:21:39.361>towards <00:21:39.517>the <00:21:39.672>kind <00:21:39.828>of, <00:21:39.983>um, <00:21:40.139>the, <00:21:40.295>the,

509
00:21:41.435 --> 00:21:45.435
<00:21:41.435>the <00:21:41.635>vibe <00:21:41.835>coding, <00:21:42.034>developer <00:21:42.235>crossover <00:21:42.435>where <00:21:42.635>it's <00:21:42.835>a,

510
00:21:45.435 --> 00:21:47.515
<00:21:45.435>it's <00:21:45.590>an <00:21:45.746>easy, <00:21:45.901>it's <00:21:46.057>an <00:21:46.212>easy <00:21:46.368>way <00:21:46.523>to, <00:21:46.679>to <00:21:46.835>kind

511
00:21:47.515 --> 00:21:49.155
<00:21:47.515>of <00:21:47.795>infect <00:21:48.075>some, <00:21:48.355>some <00:21:48.635>computers, <00:21:48.915>right?

512
00:21:49.155 --> 00:21:50.995
<00:21:49.155>If <00:21:49.330>you've <00:21:49.504>got <00:21:49.680>people <00:21:49.855>who <00:21:50.030>have <00:21:50.205>absolutely <00:21:50.379>no <00:21:50.555>idea

513
00:21:50.995 --> 00:21:53.355
<00:21:50.995>what <00:21:51.195>they're <00:21:51.395>doing, <00:21:51.594>they, <00:21:51.794>they <00:21:51.995>don't <00:21:52.195>even, <00:21:52.395>um,

514
00:21:53.355 --> 00:21:56.395
<00:21:53.355>necessarily <00:21:53.588>understand <00:21:53.821>what <00:21:54.055>installing <00:21:54.288>a <00:21:54.521>package <00:21:54.755>is.

515
00:21:56.775 --> 00:21:59.395
<00:21:56.775>You <00:21:56.915>know, <00:21:57.055>if <00:21:57.195>you're <00:21:57.335>just <00:21:57.475>saying, <00:21:57.615>if <00:21:57.755>the <00:21:57.895>agent <00:21:58.035>is <00:21:58.175>just

516
00:21:59.395 --> 00:22:01.275
<00:21:59.395>running <00:21:59.628>a <00:21:59.861>command, <00:22:00.095>you <00:22:00.328>wouldn't <00:22:00.561>even <00:22:00.795>know

517
00:22:01.395 --> 00:22:02.635
<00:22:01.395>that <00:22:01.581>it's <00:22:01.767>something <00:22:01.953>to <00:22:02.139>be <00:22:02.325>wary <00:22:02.511>of.

518
00:22:03.135 --> 00:22:05.315
<00:22:03.135>Um, <00:22:03.290>but <00:22:03.446>I <00:22:03.601>think <00:22:03.757>it, <00:22:03.912>it's, <00:22:04.068>it's <00:22:04.223>education, <00:22:04.379>isn't <00:22:04.535>it.

519
00:22:05.315 --> 00:22:08.715
<00:22:05.315>The <00:22:05.431>only <00:22:05.548>way, <00:22:05.665>even <00:22:05.781>if <00:22:05.898>you're <00:22:06.015>gonna <00:22:06.131>be <00:22:06.248>a <00:22:06.365>vibe <00:22:06.481>coder, <00:22:06.598>you <00:22:06.715>have

520
00:22:08.715 --> 00:22:10.235
<00:22:08.715>to <00:22:08.943>take <00:22:09.170>on <00:22:09.399>some <00:22:09.627>understanding <00:22:09.855>of <00:22:10.082>this,

521
00:22:10.235 --> 00:22:11.235
<00:22:10.235>otherwise <00:22:10.459>you <00:22:10.685>are, <00:22:10.909>you <00:22:11.135>are,

522
00:22:11.505 --> 00:22:13.035
<00:22:11.505>unfortunately, <00:22:11.849>you're <00:22:12.193>open <00:22:12.537>for <00:22:12.882>it.

523
00:22:13.035 --> 00:22:14.475
<00:22:13.035>And <00:22:13.220>I, <00:22:13.405>I <00:22:13.590>don't <00:22:13.775>wanna <00:22:13.960>say <00:22:14.145>deserve <00:22:14.331>it,

524
00:22:14.495 --> 00:22:17.475
<00:22:14.495>but <00:22:14.611>you <00:22:14.728>know, <00:22:14.844>you <00:22:14.961>kind <00:22:15.078>of <00:22:15.195>go, <00:22:15.311>well, <00:22:15.428>you <00:22:15.544>have <00:22:15.661>to, <00:22:15.778>you <00:22:15.895>have

525
00:22:17.475 --> 00:22:19.835
<00:22:17.475>to <00:22:17.649>do <00:22:17.824>some <00:22:18.000>due, <00:22:18.175>due <00:22:18.350>due <00:22:18.524>diligence <00:22:18.699>on, <00:22:18.875>uh,

526
00:22:19.835 --> 00:22:21.715
<00:22:19.835>on <00:22:20.068>the <00:22:20.301>developer's <00:22:20.535>part, <00:22:20.768>I <00:22:21.001>think. <00:22:21.235>Mm-hmm.

527
00:22:22.375 --> 00:22:24.195
<00:22:22.375>And <00:22:22.575>I <00:22:22.775>mean, <00:22:22.975>a <00:22:23.175>good <00:22:23.375>point <00:22:23.575>with <00:22:23.775>agents,

528
00:22:24.355 --> 00:22:25.395
<00:22:24.355>I <00:22:24.542>mean, <00:22:24.729>that's <00:22:24.916>the <00:22:25.103>other <00:22:25.291>thing.

529
00:22:25.395 --> 00:22:26.795
<00:22:25.395>Like, <00:22:25.647>I <00:22:25.899>mean, <00:22:26.151>people <00:22:26.403>having <00:22:26.655>it,

530
00:22:26.815 --> 00:22:28.235
<00:22:26.815>the <00:22:27.134>problem <00:22:27.454>themselves <00:22:27.773>is <00:22:28.092>fine,

531
00:22:28.255 --> 00:22:31.235
<00:22:28.255>but <00:22:28.410>agents <00:22:28.566>not <00:22:28.721>actually <00:22:28.877>doing <00:22:29.032>a <00:22:29.188>security <00:22:29.343>check <00:22:29.499>before <00:22:29.655>that,

532
00:22:31.235 --> 00:22:32.875
<00:22:31.235>before <00:22:31.584>they're <00:22:31.935>randomly <00:22:32.284>installing <00:22:32.635>things.

533
00:22:33.305 --> 00:22:34.675
<00:22:33.305>This <00:22:33.551>is <00:22:33.798>what's <00:22:34.044>really <00:22:34.291>worrying <00:22:34.538>me,

534
00:22:34.675 --> 00:22:37.075
<00:22:34.675>because <00:22:34.850>people <00:22:35.024>run <00:22:35.200>them <00:22:35.375>on <00:22:35.550>their <00:22:35.725>own <00:22:35.899>server <00:22:36.075>farms

535
00:22:37.095 --> 00:22:38.835
<00:22:37.095>and <00:22:37.375>might <00:22:37.655>have <00:22:37.935>like, <00:22:38.215>code <00:22:38.495>running

536
00:22:38.935 --> 00:22:40.155
<00:22:38.935>for <00:22:39.209>month <00:22:39.484>without <00:22:39.758>knowing <00:22:40.033>it.

537
00:22:41.005 --> 00:22:42.045
<00:22:41.005>I <00:22:41.192>mean, <00:22:41.379>there <00:22:41.566>was <00:22:41.753>an <00:22:41.941>announcement

538
00:22:42.045 --> 00:22:45.885
<00:22:42.045>that <00:22:42.185>CLO <00:22:42.325>code <00:22:42.465>can <00:22:42.605>now <00:22:42.745>code <00:22:42.885>30 <00:22:43.025>hours <00:22:43.165>at <00:22:43.305>a <00:22:43.445>time.

539
00:22:46.345 --> 00:22:47.645
<00:22:46.345>And <00:22:46.579>I <00:22:46.813>don't <00:22:47.047>know <00:22:47.281>how <00:22:47.514>expensive

540
00:22:47.645 --> 00:22:49.845
<00:22:47.645>that <00:22:47.800>would <00:22:47.956>be <00:22:48.111>if <00:22:48.267>it <00:22:48.422>codes <00:22:48.578>30 <00:22:48.733>hours <00:22:48.889>for <00:22:49.045>you,

541
00:22:50.505 --> 00:22:52.965
<00:22:50.505>but <00:22:50.660>that <00:22:50.816>feels <00:22:50.971>like <00:22:51.127>a <00:22:51.282>comparison <00:22:51.438>with <00:22:51.593>like <00:22:51.749>real <00:22:51.905>humans.

542
00:22:53.115 --> 00:22:54.485
<00:22:53.115>Yeah, <00:22:53.361>you <00:22:53.608>could <00:22:53.854>do <00:22:54.101>30 <00:22:54.348>hours

543
00:22:54.625 --> 00:22:57.525
<00:22:54.625>and <00:22:54.732>you <00:22:54.840>have <00:22:54.948>to <00:22:55.055>pay <00:22:55.163>for <00:22:55.271>40 <00:22:55.378>hours <00:22:55.486>a <00:22:55.594>month <00:22:55.701>a <00:22:55.809>week <00:22:55.917>for <00:22:56.025>people.

544
00:22:57.545 --> 00:22:59.845
<00:22:57.545>That's <00:22:57.778>just, <00:22:58.011>let's <00:22:58.245>use <00:22:58.478>the <00:22:58.711>computers <00:22:58.945>instead.

545
00:23:00.745 --> 00:23:04.045
<00:23:00.745>But <00:23:00.872>yeah, <00:23:00.999>it's, <00:23:01.126>it <00:23:01.254>was <00:23:01.381>fascinating <00:23:01.508>to <00:23:01.635>see <00:23:01.763>just <00:23:01.890>how <00:23:02.017>much, <00:23:02.145>uh,

546
00:23:04.105 --> 00:23:06.645
<00:23:04.105>uh, <00:23:04.305>uh, <00:23:04.505>how <00:23:04.705>that <00:23:04.905>worm <00:23:05.105>got <00:23:05.305>around <00:23:05.505>that.

547
00:23:06.645 --> 00:23:09.325
<00:23:06.645>Basically, <00:23:06.785>it <00:23:06.925>became <00:23:07.065>like <00:23:07.205>a <00:23:07.345>very <00:23:07.485>old <00:23:07.625>school <00:23:07.764>kind <00:23:07.905>of <00:23:08.045>virus

548
00:23:09.395 --> 00:23:10.565
<00:23:09.395>that <00:23:09.658>went <00:23:09.921>from <00:23:10.184>one <00:23:10.448>package

549
00:23:10.665 --> 00:23:13.165
<00:23:10.665>to <00:23:10.865>another <00:23:11.065>rather <00:23:11.264>than <00:23:11.465>just <00:23:11.665>like <00:23:11.865>one <00:23:12.065>package

550
00:23:13.195 --> 00:23:14.245
<00:23:13.195>that <00:23:13.510>could <00:23:13.824>be <00:23:14.139>blocked.

551
00:23:14.245 --> 00:23:15.365
<00:23:14.245>So <00:23:14.446>it <00:23:14.648>was <00:23:14.849>very <00:23:15.051>cleverly <00:23:15.253>done.

552
00:23:15.945 --> 00:23:18.365
<00:23:15.945>The <00:23:16.072>Ruby <00:23:16.199>world <00:23:16.326>seems <00:23:16.454>to <00:23:16.581>be <00:23:16.708>in <00:23:16.835>kind <00:23:16.963>of <00:23:17.090>turmoil <00:23:17.217>right <00:23:17.345>now.

553
00:23:18.365 --> 00:23:21.685
<00:23:18.365>Like, <00:23:18.505>there's <00:23:18.645>lots <00:23:18.785>of <00:23:18.925>stuff <00:23:19.065>that <00:23:19.205>Ruby <00:23:19.345>Central, <00:23:19.485>uh, <00:23:19.625>is <00:23:19.765>now,

554
00:23:21.825 --> 00:23:26.125
<00:23:21.825>uh, <00:23:21.980>Ruby <00:23:22.136>Gems <00:23:22.291>maintainers <00:23:22.447>got <00:23:22.602>kicked <00:23:22.758>out <00:23:22.913>of, <00:23:23.069>uh, <00:23:23.225>GitHub

555
00:23:26.145 --> 00:23:28.885
<00:23:26.145>to <00:23:26.285>basically <00:23:26.425>not <00:23:26.565>be <00:23:26.705>able <00:23:26.845>to <00:23:26.985>do <00:23:27.125>things <00:23:27.264>with <00:23:27.405>their <00:23:27.545>own.

556
00:23:28.885 --> 00:23:31.845
<00:23:28.885>And <00:23:29.060>Shopify <00:23:29.235>took <00:23:29.410>over <00:23:29.585>people <00:23:29.760>actually <00:23:29.935>writing <00:23:30.110>down <00:23:30.285>why

557
00:23:31.845 --> 00:23:33.045
<00:23:31.845>they're <00:23:32.205>leaving <00:23:32.565>Ruby <00:23:32.925>Central

558
00:23:33.225 --> 00:23:35.805
<00:23:33.225>and <00:23:33.380>why <00:23:33.536>they're <00:23:33.691>actually <00:23:33.847>not <00:23:34.002>doing <00:23:34.158>things <00:23:34.313>for <00:23:34.469>Ruby <00:23:34.625>anymore.

559
00:23:36.625 --> 00:23:40.725
<00:23:36.625>And, <00:23:36.741>uh, <00:23:36.858>yeah, <00:23:36.975>it's, <00:23:37.091>it, <00:23:37.208>it <00:23:37.325>seems <00:23:37.441>to <00:23:37.558>be <00:23:37.675>like, <00:23:37.791>uh, <00:23:37.908>a <00:23:38.025>mess

560
00:23:41.435 --> 00:23:43.285
<00:23:41.435>that, <00:23:41.668>uh, <00:23:41.901>that <00:23:42.135>that <00:23:42.368>world <00:23:42.601>is <00:23:42.835>in.

561
00:23:43.445 --> 00:23:45.205
<00:23:43.445>I <00:23:43.620>mean, <00:23:43.794>it, <00:23:43.970>it <00:23:44.145>would <00:23:44.320>be <00:23:44.495>unfair <00:23:44.669>for <00:23:44.845>us

562
00:23:45.205 --> 00:23:46.845
<00:23:45.205>to <00:23:45.379>actually <00:23:45.554>talk <00:23:45.730>about <00:23:45.905>it <00:23:46.080>too <00:23:46.254>much <00:23:46.429>right <00:23:46.605>now,

563
00:23:46.845 --> 00:23:48.965
<00:23:46.845>but <00:23:46.985>it's <00:23:47.125>interesting <00:23:47.265>to <00:23:47.405>take <00:23:47.545>a <00:23:47.685>look <00:23:47.825>at <00:23:47.965>that, <00:23:48.105>like <00:23:48.245>how

564
00:23:49.905 --> 00:23:51.605
<00:23:49.905>an <00:23:50.371>open, <00:23:50.838>uh, <00:23:51.305>community

565
00:23:51.665 --> 00:23:54.925
<00:23:51.665>and <00:23:51.820>an <00:23:51.976>open, <00:23:52.131>uh, <00:23:52.287>uh, <00:23:52.442>environment <00:23:52.598>can <00:23:52.753>be <00:23:52.909>taken <00:23:53.065>over

566
00:23:55.025 --> 00:23:56.445
<00:23:55.025>by <00:23:55.238>a <00:23:55.451>company <00:23:55.664>if <00:23:55.877>they <00:23:56.090>wanted <00:23:56.303>to.

567
00:23:56.665 --> 00:24:00.615
<00:23:56.665>And <00:23:56.820>it <00:23:56.976>feels <00:23:57.131>very <00:23:57.287>bizarre <00:23:57.442>that, <00:23:57.598>uh, <00:23:57.753>uh, <00:23:57.909>that, <00:23:58.065>that

568
00:24:01.165 --> 00:24:04.175
<00:24:01.165>it's <00:24:01.365>tricky <00:24:01.565>with <00:24:01.764>the, <00:24:01.965>this <00:24:02.165>kind <00:24:02.365>of <00:24:02.565>environments

569
00:24:04.175 --> 00:24:05.855
<00:24:04.175>that <00:24:04.455>basically <00:24:04.735>a <00:24:05.014>company <00:24:05.294>owns <00:24:05.575>it.

570
00:24:05.995 --> 00:24:08.815
<00:24:05.995>And, <00:24:06.169>uh, <00:24:06.344>and <00:24:06.520>then <00:24:06.695>you <00:24:06.870>have <00:24:07.044>to <00:24:07.219>do <00:24:07.395>things

571
00:24:08.955 --> 00:24:12.215
<00:24:08.955>to <00:24:09.095>get <00:24:09.235>people <00:24:09.375>off <00:24:09.514>the <00:24:09.655>project <00:24:09.794>that <00:24:09.935>actually <00:24:10.074>have <00:24:10.215>been <00:24:10.355>very,

572
00:24:12.435 --> 00:24:15.885
<00:24:12.435>um, <00:24:12.784>well <00:24:13.135>dedicated <00:24:13.485>to <00:24:13.835>it.

573
00:24:15.955 --> 00:24:17.925
<00:24:15.955>Like, <00:24:16.235>I <00:24:16.514>mean, <00:24:16.794>Tiffany, <00:24:17.074>you, <00:24:17.355>you,

574
00:24:17.945 --> 00:24:20.605
<00:24:17.945>as <00:24:18.100>a <00:24:18.256>developer <00:24:18.411>relations <00:24:18.567>person, <00:24:18.722>you <00:24:18.878>also <00:24:19.033>have <00:24:19.189>to <00:24:19.345>work

575
00:24:20.605 --> 00:24:23.325
<00:24:20.605>with <00:24:20.780>third <00:24:20.955>party <00:24:21.130>developers <00:24:21.305>using <00:24:21.480>your <00:24:21.655>stuff <00:24:21.830>at <00:24:22.005>times.

576
00:24:24.025 --> 00:24:26.125
<00:24:24.025>Do <00:24:24.200>you <00:24:24.375>get <00:24:24.550>any <00:24:24.725>contributions <00:24:24.900>back <00:24:25.075>to <00:24:25.250>the <00:24:25.425>core

577
00:24:26.125 --> 00:24:28.845
<00:24:26.125>or <00:24:26.252>is <00:24:26.379>it <00:24:26.506>mostly <00:24:26.634>people <00:24:26.761>using <00:24:26.888>your <00:24:27.015>API <00:24:27.143>that <00:24:27.270>you <00:24:27.397>work <00:24:27.525>with?

578
00:24:29.665 --> 00:24:32.165
<00:24:29.665>Um, <00:24:29.898>depends <00:24:30.131>on <00:24:30.365>the <00:24:30.598>products, <00:24:30.831>I <00:24:31.065>guess.

579
00:24:32.465 --> 00:24:35.845
<00:24:32.465>Um, <00:24:32.698>um, <00:24:32.931>I <00:24:33.165>work <00:24:33.398>a <00:24:33.631>lot <00:24:33.865>with,

580
00:24:36.105 --> 00:24:38.685
<00:24:36.105>and <00:24:36.245>this <00:24:36.385>is <00:24:36.525>the, <00:24:36.665>what <00:24:36.805>I'm <00:24:36.945>going <00:24:37.085>to <00:24:37.225>be <00:24:37.365>talking <00:24:37.505>about,

581
00:24:38.785 --> 00:24:42.245
<00:24:38.785>but <00:24:38.960>I <00:24:39.135>work <00:24:39.310>a <00:24:39.485>lot <00:24:39.660>on, <00:24:39.835>uh, <00:24:40.010>uh, <00:24:40.185>projects

582
00:24:42.245 --> 00:24:44.245
<00:24:42.245>that <00:24:42.478>have <00:24:42.711>been <00:24:42.945>open <00:24:43.178>sourced <00:24:43.411>by <00:24:43.645>AWS.

583
00:24:44.425 --> 00:24:47.525
<00:24:44.425>So <00:24:44.552>we <00:24:44.679>do <00:24:44.806>get <00:24:44.934>a <00:24:45.061>lot <00:24:45.188>of <00:24:45.315>contributions <00:24:45.443>from <00:24:45.570>the <00:24:45.697>outside, <00:24:45.825>um,

584
00:24:47.825 --> 00:24:49.845
<00:24:47.825>and <00:24:48.058>those <00:24:48.291>projects <00:24:48.525>are, <00:24:48.758>are <00:24:48.991>pretty <00:24:49.225>cool,

585
00:24:49.985 --> 00:24:52.405
<00:24:49.985>but <00:24:50.140>for <00:24:50.296>all <00:24:50.451>of <00:24:50.607>the <00:24:50.762>services <00:24:50.918>that <00:24:51.073>we <00:24:51.229>have <00:24:51.385>internally,

586
00:24:52.915 --> 00:24:54.845
<00:24:52.915>there's <00:24:53.148>no <00:24:53.381>contributions <00:24:53.615>for <00:24:53.848>the, <00:24:54.081>from <00:24:54.315>the

587
00:24:54.845 --> 00:24:56.005
<00:24:54.845>outside, <00:24:55.193>from <00:24:55.541>third <00:24:55.889>party.

588
00:24:56.275 --> 00:24:57.275
Yeah.

589
00:24:57.585 --> 00:25:00.665
<00:24:57.585>Hmm. <00:24:57.712>So, <00:24:57.839>yeah, <00:24:57.966>it's <00:24:58.094>an <00:24:58.221>interesting <00:24:58.348>thing <00:24:58.475>to <00:24:58.603>take <00:24:58.730>a <00:24:58.857>look <00:24:58.985>at

590
00:25:00.665 --> 00:25:02.345
<00:25:00.665>and <00:25:00.820>it's <00:25:00.976>gonna <00:25:01.131>be <00:25:01.287>interesting <00:25:01.442>within <00:25:01.598>the <00:25:01.753>next <00:25:01.909>few <00:25:02.065>days,

591
00:25:02.345 --> 00:25:03.905
<00:25:02.345>what's <00:25:02.578>gonna, <00:25:02.811>how <00:25:03.045>that's <00:25:03.278>gonna <00:25:03.511>play <00:25:03.745>out

592
00:25:03.905 --> 00:25:05.745
<00:25:03.905>and <00:25:04.185>how <00:25:04.465>many <00:25:04.745>people <00:25:05.024>are, <00:25:05.305>uh,

593
00:25:05.745 --> 00:25:06.945
<00:25:05.745>leaving <00:25:05.960>that, <00:25:06.177>or <00:25:06.393>what's <00:25:06.609>going <00:25:06.824>on.

594
00:25:07.245 --> 00:25:09.585
<00:25:07.245>Uh, <00:25:07.419>that <00:25:07.594>was <00:25:07.770>also <00:25:07.945>interesting <00:25:08.120>that <00:25:08.294>Accenture <00:25:08.469>says, <00:25:08.645>like,

595
00:25:09.585 --> 00:25:12.225
<00:25:09.585>it's <00:25:09.740>exiting <00:25:09.896>staff, <00:25:10.051>and <00:25:10.207>I <00:25:10.362>think <00:25:10.518>it <00:25:10.673>was <00:25:10.829>12,000 <00:25:10.985>people

596
00:25:12.225 --> 00:25:14.905
<00:25:12.225>or <00:25:12.425>something <00:25:12.625>like <00:25:12.824>that, <00:25:13.024>to <00:25:13.225>cannot <00:25:13.425>be <00:25:13.625>retrained

597
00:25:14.905 --> 00:25:16.225
<00:25:14.905>for <00:25:15.202>the <00:25:15.499>age <00:25:15.795>of <00:25:16.092>ai.

598
00:25:17.175 --> 00:25:19.835
<00:25:17.175>And <00:25:17.350>I'm <00:25:17.524>just <00:25:17.700>like, <00:25:17.875>what <00:25:18.050>does <00:25:18.225>that <00:25:18.399>even <00:25:18.575>mean?

599
00:25:19.975 --> 00:25:22.715
<00:25:19.975>How <00:25:20.130>do <00:25:20.286>you <00:25:20.441>retrain <00:25:20.597>people <00:25:20.752>for <00:25:20.908>the <00:25:21.063>age <00:25:21.219>of <00:25:21.375>ai?

600
00:25:23.395 --> 00:25:25.315
<00:25:23.395>I <00:25:23.535>mean, <00:25:23.675>I <00:25:23.815>looked <00:25:23.955>at <00:25:24.095>it <00:25:24.235>in <00:25:24.375>reverse <00:25:24.514>about <00:25:24.655>the, <00:25:24.795>um,

601
00:25:26.095 --> 00:25:27.875
<00:25:26.095>who <00:25:26.561>cannot <00:25:27.028>be <00:25:27.495>retrained.

602
00:25:27.915 --> 00:25:30.155
<00:25:27.915>I <00:25:28.042>mean, <00:25:28.169>I <00:25:28.296>guess <00:25:28.424>that, <00:25:28.551>you <00:25:28.678>know, <00:25:28.805>if <00:25:28.933>we're <00:25:29.060>talking <00:25:29.187>about <00:25:29.315>sort

603
00:25:30.155 --> 00:25:32.475
<00:25:30.155>of, <00:25:30.310>um, <00:25:30.466>I <00:25:30.621>dunno, <00:25:30.777>uh, <00:25:30.932>um, <00:25:31.088>I <00:25:31.243>was <00:25:31.399>a <00:25:31.555>developer

604
00:25:32.475 --> 00:25:34.395
<00:25:32.475>and <00:25:32.630>now <00:25:32.786>AI <00:25:32.941>has <00:25:33.097>taken <00:25:33.252>over, <00:25:33.408>so <00:25:33.563>I'm <00:25:33.719>gonna <00:25:33.875>retrain

605
00:25:34.395 --> 00:25:37.315
<00:25:34.395>and <00:25:34.511>become <00:25:34.628>a, <00:25:34.745>um, <00:25:34.861>a, <00:25:34.978>a <00:25:35.095>brick <00:25:35.211>layer <00:25:35.328>or <00:25:35.445>a, <00:25:35.561>a <00:25:35.678>carpenter, <00:25:35.795>right?

606
00:25:37.315 --> 00:25:38.715
<00:25:37.315>It's <00:25:37.495>not, <00:25:37.675>it's <00:25:37.855>not <00:25:38.035>gonna <00:25:38.215>be <00:25:38.395>that <00:25:38.574>extreme.

607
00:25:38.785 --> 00:25:40.875
<00:25:38.785>It's <00:25:38.940>still <00:25:39.096>gonna <00:25:39.251>be <00:25:39.407>in <00:25:39.562>the, <00:25:39.718>in <00:25:39.873>the <00:25:40.029>realm <00:25:40.185>of

608
00:25:40.875 --> 00:25:42.235
<00:25:40.875>what <00:25:41.049>you <00:25:41.224>are <00:25:41.399>working <00:25:41.574>at <00:25:41.749>at <00:25:41.924>the <00:25:42.099>moment.

609
00:25:42.335 --> 00:25:43.635
<00:25:42.335>So <00:25:42.569>if <00:25:42.803>you <00:25:43.037>work <00:25:43.271>with <00:25:43.505>technology,

610
00:25:43.885 --> 00:25:45.875
<00:25:43.885>maybe <00:25:44.235>your <00:25:44.585>role <00:25:44.935>changes, <00:25:45.285>maybe.

611
00:25:45.985 --> 00:25:47.795
<00:25:45.985>Well, <00:25:46.140>it <00:25:46.296>already <00:25:46.451>has. <00:25:46.607>If <00:25:46.762>you're <00:25:46.918>a <00:25:47.073>developer, <00:25:47.229>you <00:25:47.385>are,

612
00:25:47.815 --> 00:25:49.355
<00:25:47.815>you <00:25:48.046>are <00:25:48.277>writing <00:25:48.508>less <00:25:48.739>code <00:25:48.970>by <00:25:49.201>hand.

613
00:25:49.355 --> 00:25:50.875
<00:25:49.355>There's <00:25:49.697>more <00:25:50.039>auto <00:25:50.381>completion <00:25:50.723>happening.

614
00:25:50.875 --> 00:25:54.555
<00:25:50.875>So <00:25:51.002>your <00:25:51.129>role <00:25:51.256>is <00:25:51.384>changing. <00:25:51.511>I <00:25:51.638>was <00:25:51.765>just <00:25:51.893>confused <00:25:52.020>by <00:25:52.147>the <00:25:52.275>staff

615
00:25:54.555 --> 00:25:58.275
<00:25:54.555>that <00:25:54.730>cannot <00:25:54.905>be <00:25:55.080>retrained <00:25:55.255>as <00:25:55.430>if <00:25:55.605>it's <00:25:55.780>some, <00:25:55.955>like,

616
00:25:58.275 --> 00:25:59.395
<00:25:58.275>people <00:25:58.527>don't <00:25:58.779>have <00:25:59.031>the <00:25:59.283>capacity

617
00:25:59.495 --> 00:26:01.275
<00:25:59.495>or <00:25:59.695>they <00:25:59.895>don't <00:26:00.094>have <00:26:00.294>the <00:26:00.495>in, <00:26:00.695>you <00:26:00.895>know,

618
00:26:01.275 --> 00:26:02.435
<00:26:01.275>they <00:26:01.536>don't <00:26:01.797>want <00:26:02.058>to <00:26:02.319>retrain.

619
00:26:02.435 --> 00:26:03.835
<00:26:02.435>Well, <00:26:02.687>that's <00:26:02.939>something <00:26:03.191>different, <00:26:03.443>isn't <00:26:03.695>it?

620
00:26:03.905 --> 00:26:06.195
<00:26:03.905>It's <00:26:04.105>not <00:26:04.305>that <00:26:04.504>you <00:26:04.705>cannot <00:26:04.905>be <00:26:05.105>retrained, <00:26:05.305>um,

621
00:26:06.265 --> 00:26:07.715
<00:26:06.265>They're <00:26:06.591>not <00:26:06.917>solely <00:26:07.243>talking <00:26:07.570>about,

622
00:26:08.025 --> 00:26:10.155
<00:26:08.025>they're <00:26:08.258>not <00:26:08.491>solely <00:26:08.725>talking <00:26:08.958>about <00:26:09.191>programmers, <00:26:09.425>right.

623
00:26:10.155 --> 00:26:13.115
<00:26:10.155>They're <00:26:10.330>also <00:26:10.504>talking <00:26:10.680>about <00:26:10.855>any <00:26:11.030>kind <00:26:11.205>of <00:26:11.379>job. <00:26:11.555>Yeah.

624
00:26:13.145 --> 00:26:14.515
<00:26:13.145>Yeah. <00:26:13.453>That's <00:26:13.761>what <00:26:14.069>I <00:26:14.378>mean.

625
00:26:14.535 --> 00:26:15.755
<00:26:14.535>And <00:26:14.754>that's <00:26:14.974>the <00:26:15.193>weird <00:26:15.413>thing <00:26:15.633>because

626
00:26:15.825 --> 00:26:17.315
<00:26:15.825>like, <00:26:16.093>how <00:26:16.361>do <00:26:16.629>you <00:26:16.897>say <00:26:17.166>that?

627
00:26:17.315 --> 00:26:19.155
<00:26:17.315>Like, <00:26:17.490>oh <00:26:17.665>yeah, <00:26:17.840>I <00:26:18.015>can <00:26:18.190>type <00:26:18.365>things <00:26:18.540>into <00:26:18.715>chat.

628
00:26:19.315 --> 00:26:20.755
<00:26:19.315>GPT <00:26:19.639>I'm <00:26:19.963>an <00:26:20.287>AI <00:26:20.611>expert,

629
00:26:20.815 --> 00:26:22.755
<00:26:20.815>and <00:26:20.990>the <00:26:21.165>other <00:26:21.340>people <00:26:21.515>I <00:26:21.690>don't <00:26:21.865>type <00:26:22.040>into <00:26:22.215>chat.

630
00:26:22.915 --> 00:26:24.435
<00:26:22.915>GPTI <00:26:23.188>don't <00:26:23.462>know <00:26:23.735>what <00:26:24.009>AI <00:26:24.283>is.

631
00:26:24.825 --> 00:26:27.875
<00:26:24.825>Like <00:26:24.952>where <00:26:25.079>do <00:26:25.206>you, <00:26:25.334>what <00:26:25.461>does <00:26:25.588>that <00:26:25.715>even <00:26:25.843>mean <00:26:25.970>to <00:26:26.097>say <00:26:26.225>like,

632
00:26:27.985 --> 00:26:29.235
<00:26:27.985>it's <00:26:28.209>the <00:26:28.435>age <00:26:28.659>of <00:26:28.885>AI <00:26:29.110>now.

633
00:26:29.255 --> 00:26:31.755
<00:26:29.255>So <00:26:29.455>people <00:26:29.655>need <00:26:29.855>to <00:26:30.055>know <00:26:30.255>how, <00:26:30.455>uh, <00:26:30.655>uh,

634
00:26:32.015 --> 00:26:34.555
<00:26:32.015>how <00:26:32.481>reinforcement <00:26:32.948>learning <00:26:33.415>works.

635
00:26:34.555 --> 00:26:37.515
<00:26:34.555>People, <00:26:34.695>people <00:26:34.835>need <00:26:34.975>to <00:26:35.115>know <00:26:35.255>what <00:26:35.395>like <00:26:35.535>a <00:26:35.675>neural <00:26:35.815>network <00:26:35.955>is,

636
00:26:37.615 --> 00:26:40.475
<00:26:37.615>or <00:26:37.755>people <00:26:37.895>need <00:26:38.035>to <00:26:38.175>know <00:26:38.315>how <00:26:38.455>to <00:26:38.595>actually <00:26:38.735>write <00:26:38.875>a <00:26:39.015>prompt

637
00:26:40.475 --> 00:26:42.195
<00:26:40.475>that <00:26:40.754>doesn't <00:26:41.034>give <00:26:41.314>complete <00:26:41.594>garbage <00:26:41.875>back.

638
00:26:42.255 --> 00:26:46.445
<00:26:42.255>So <00:26:42.382>it <00:26:42.509>feels <00:26:42.636>like <00:26:42.764>a <00:26:42.891>very <00:26:43.018>strange <00:26:43.145>way <00:26:43.273>of <00:26:43.400>saying <00:26:43.527>like, <00:26:43.655>oh,

639
00:26:46.445 --> 00:26:47.845
<00:26:46.445>the <00:26:46.625>world, <00:26:46.805>the <00:26:46.985>world <00:26:47.165>of <00:26:47.345>AI <00:26:47.525>is <00:26:47.705>here

640
00:26:47.865 --> 00:26:50.565
<00:26:47.865>and <00:26:48.005>you <00:26:48.145>have <00:26:48.285>to <00:26:48.425>understand <00:26:48.565>it, <00:26:48.705>or <00:26:48.845>you, <00:26:48.985>here's <00:26:49.125>the <00:26:49.265>door.

641
00:26:50.625 --> 00:26:52.365
<00:26:50.625>But <00:26:50.825>like, <00:26:51.025>you <00:26:51.225>don't <00:26:51.425>even <00:26:51.625>explain <00:26:51.825>to <00:26:52.025>people

642
00:26:52.365 --> 00:26:53.485
<00:26:52.365>what <00:26:52.566>the <00:26:52.768>world <00:26:52.969>of <00:26:53.171>AI <00:26:53.372>is.

643
00:26:54.605 --> 00:26:57.565
<00:26:54.605>I <00:26:54.745>mean, <00:26:54.885>when <00:26:55.025>internet <00:26:55.165>was <00:26:55.305>out, <00:26:55.445>most <00:26:55.585>of <00:26:55.725>people <00:26:55.865>didn't <00:26:56.005>know

644
00:26:57.565 --> 00:26:59.005
<00:26:57.565>how <00:26:57.750>it <00:26:57.935>worked, <00:26:58.120>but <00:26:58.305>they <00:26:58.490>still <00:26:58.675>used <00:26:58.861>it.

645
00:26:59.485 --> 00:27:01.605
<00:26:59.485>I <00:26:59.685>think <00:26:59.885>AI <00:27:00.084>is <00:27:00.284>more <00:27:00.485>of <00:27:00.685>a <00:27:00.885>tool.

646
00:27:02.505 --> 00:27:07.445
<00:27:02.505>And, <00:27:02.645>um, <00:27:02.785>I <00:27:02.925>think <00:27:03.065>when, <00:27:03.205>when, <00:27:03.345>when <00:27:03.485>they <00:27:03.625>say <00:27:03.765>retrain, <00:27:03.905>they,

647
00:27:07.515 --> 00:27:10.285
<00:27:07.515>they, <00:27:07.715>they <00:27:07.915>most <00:27:08.115>certainly <00:27:08.315>mean, <00:27:08.515>I <00:27:08.715>think, <00:27:08.915>uh,

648
00:27:10.915 --> 00:27:14.565
<00:27:10.915>that <00:27:11.090>people <00:27:11.264>need <00:27:11.440>to <00:27:11.615>evolve <00:27:11.790>in <00:27:11.965>their <00:27:12.139>own <00:27:12.315>jobs

649
00:27:14.875 --> 00:27:15.965
<00:27:14.875>with <00:27:15.120>the <00:27:15.365>use <00:27:15.610>of <00:27:15.856>ai.

650
00:27:16.505 --> 00:27:20.325
<00:27:16.505>Um, <00:27:16.660>because <00:27:16.816>they <00:27:16.971>won't <00:27:17.127>be, <00:27:17.282>they <00:27:17.438>won't <00:27:17.593>be <00:27:17.749>as <00:27:17.905>competitive

651
00:27:20.665 --> 00:27:22.925
<00:27:20.665>as <00:27:20.840>the <00:27:21.014>other <00:27:21.190>ones <00:27:21.365>if <00:27:21.540>they <00:27:21.715>don't <00:27:21.889>use <00:27:22.065>ai.

652
00:27:23.505 --> 00:27:26.805
<00:27:23.505>Um, <00:27:23.680>but <00:27:23.855>they <00:27:24.030>don't <00:27:24.205>necessarily <00:27:24.380>need <00:27:24.555>to <00:27:24.730>understand <00:27:24.905>it.

653
00:27:26.965 --> 00:27:29.165
<00:27:26.965>I <00:27:27.092>think <00:27:27.219>there's <00:27:27.346>a <00:27:27.474>lot <00:27:27.601>of <00:27:27.728>technologies <00:27:27.855>that <00:27:27.983>we <00:27:28.110>use <00:27:28.237>every <00:27:28.365>day.

654
00:27:29.165 --> 00:27:30.925
<00:27:29.165>We <00:27:29.514>don't <00:27:29.865>understand <00:27:30.215>it. <00:27:30.565>Um,

655
00:27:31.685 --> 00:27:33.045
<00:27:31.685>I <00:27:31.838>mean, <00:27:31.991>I <00:27:32.144>have <00:27:32.297>no <00:27:32.450>idea <00:27:32.603>how <00:27:32.756>my <00:27:32.909>washing

656
00:27:33.045 --> 00:27:34.125
<00:27:33.045>machine <00:27:33.369>works <00:27:33.693>and, <00:27:34.017>uh,

657
00:27:34.475 --> 00:27:36.445
<00:27:34.475>Yeah, <00:27:34.754>turning <00:27:35.034>the <00:27:35.314>lights <00:27:35.594>on. <00:27:35.875>Yeah,

658
00:27:37.345 --> 00:27:39.005
<00:27:37.345>So <00:27:37.625>many <00:27:37.905>options, <00:27:38.185>so <00:27:38.465>many <00:27:38.745>buttons.

659
00:27:39.115 --> 00:27:41.085
<00:27:39.115>It's <00:27:39.348>really <00:27:39.581>bizarre. <00:27:39.815>But <00:27:40.048>yeah, <00:27:40.281>it's, <00:27:40.515>uh,

660
00:27:41.235 --> 00:27:44.245
<00:27:41.235>it's <00:27:41.375>a <00:27:41.514>really <00:27:41.655>weird <00:27:41.794>stance <00:27:41.935>to <00:27:42.074>actually <00:27:42.215>bring <00:27:42.354>up <00:27:42.495>that <00:27:42.635>early

661
00:27:44.245 --> 00:27:48.165
<00:27:44.245>because, <00:27:44.400>uh, <00:27:44.556>I <00:27:44.711>still <00:27:44.867>think <00:27:45.022>there's <00:27:45.178>a <00:27:45.333>question <00:27:45.489>of <00:27:45.645>like,

662
00:27:48.185 --> 00:27:51.125
<00:27:48.185>how <00:27:48.301>a <00:27:48.418>marsh <00:27:48.534>more <00:27:48.651>effective <00:27:48.768>Are <00:27:48.885>your <00:27:49.001>people <00:27:49.118>if <00:27:49.235>they <00:27:49.351>use <00:27:49.468>AI <00:27:49.585>on

663
00:27:51.125 --> 00:27:53.445
<00:27:51.125>the <00:27:51.265>things, <00:27:51.405>or <00:27:51.545>how <00:27:51.685>much <00:27:51.825>more <00:27:51.965>are <00:27:52.105>they <00:27:52.245>actually <00:27:52.385>wasting <00:27:52.525>time

664
00:27:53.445 --> 00:27:54.445
<00:27:53.445>talking <00:27:53.669>to <00:27:53.895>a <00:27:54.120>chat <00:27:54.345>bot?

665
00:27:54.485 --> 00:27:57.285
<00:27:54.485>I <00:27:54.659>mean, <00:27:54.834>Microsoft <00:27:55.010>just <00:27:55.185>announced <00:27:55.360>vibe <00:27:55.534>working <00:27:55.709>as <00:27:55.885>well,

666
00:27:57.395 --> 00:28:00.285
<00:27:57.395>because <00:27:57.595>they, <00:27:57.795>they <00:27:57.995>updated <00:27:58.195>Excel <00:27:58.395>after <00:27:58.595>20 <00:27:58.795>years.

667
00:28:00.505 --> 00:28:02.645
<00:28:00.505>And <00:28:00.705>also <00:28:00.905>word <00:28:01.105>that <00:28:01.305>basically, <00:28:01.505>I <00:28:01.705>don't <00:28:01.905>know

668
00:28:02.645 --> 00:28:03.645
<00:28:02.645>what <00:28:02.945>vibe <00:28:03.245>working <00:28:03.545>means,

669
00:28:03.745 --> 00:28:06.365
<00:28:03.745>but, <00:28:03.885>uh, <00:28:04.024>I <00:28:04.165>put <00:28:04.304>it <00:28:04.445>in <00:28:04.584>the <00:28:04.725>newsletter, <00:28:04.864>so <00:28:05.004>I'll <00:28:05.145>have

670
00:28:06.365 --> 00:28:07.405
<00:28:06.365>to <00:28:06.521>read <00:28:06.677>it <00:28:06.833>later <00:28:06.989>on <00:28:07.145>as <00:28:07.301>well.

671
00:28:07.425 --> 00:28:09.805
<00:28:07.425>But <00:28:07.565>it's <00:28:07.705>a <00:28:07.845>very <00:28:07.985>interesting <00:28:08.125>thing <00:28:08.264>where <00:28:08.405>people <00:28:08.544>say <00:28:08.685>like, <00:28:08.825>oh,

672
00:28:09.805 --> 00:28:11.205
<00:28:09.805>the <00:28:09.985>machine <00:28:10.165>will <00:28:10.345>do <00:28:10.525>cool <00:28:10.705>stuff <00:28:10.885>for <00:28:11.065>you.

673
00:28:12.365 --> 00:28:13.525
<00:28:12.365>I, <00:28:12.573>I <00:28:12.782>think <00:28:12.991>it's <00:28:13.200>a <00:28:13.409>matter

674
00:28:13.525 --> 00:28:17.885
<00:28:13.525>of <00:28:13.680>like <00:28:13.836>seeing <00:28:13.991>if <00:28:14.147>people <00:28:14.302>are <00:28:14.458>reluctant <00:28:14.613>to <00:28:14.769>admit <00:28:14.925>change.

675
00:28:18.065 --> 00:28:19.965
<00:28:18.065>And <00:28:18.220>that's <00:28:18.376>a <00:28:18.531>great <00:28:18.687>way <00:28:18.842>of <00:28:18.998>getting <00:28:19.153>rid <00:28:19.309>of <00:28:19.465>people

676
00:28:19.965 --> 00:28:21.325
<00:28:19.965>that <00:28:20.168>annoyed <00:28:20.373>you <00:28:20.577>for <00:28:20.781>a <00:28:20.985>long <00:28:21.189>time.

677
00:28:22.115 --> 00:28:24.135
<00:28:22.115>Mm. <00:28:22.348>Maybe <00:28:22.581>it's <00:28:22.815>just <00:28:23.048>a <00:28:23.281>Trojan <00:28:23.515>horse

678
00:28:24.195 --> 00:28:26.015
<00:28:24.195>to <00:28:24.370>basically <00:28:24.544>get <00:28:24.720>rid <00:28:24.895>of <00:28:25.070>people <00:28:25.245>that <00:28:25.419>don't <00:28:25.595>work.

679
00:28:26.015 --> 00:28:29.615
<00:28:26.015>Well, <00:28:26.190>Let's <00:28:26.365>go, <00:28:26.540>let's <00:28:26.715>have <00:28:26.890>more, <00:28:27.065>some <00:28:27.240>fun <00:28:27.415>things.

680
00:28:29.815 --> 00:28:30.895
<00:28:29.815>I <00:28:30.009>mean, <00:28:30.203>this <00:28:30.398>crack <00:28:30.592>me <00:28:30.787>up.

681
00:28:30.895 --> 00:28:32.455
<00:28:30.895>There's <00:28:31.245>a <00:28:31.595>website <00:28:31.945>called <00:28:32.295>Idea,

682
00:28:33.645 --> 00:28:37.505
<00:28:33.645>and <00:28:33.878>it's <00:28:34.111>basically <00:28:34.345>IKEA <00:28:34.578>instructions <00:28:34.811>for <00:28:35.045>different,

683
00:28:37.725 --> 00:28:38.745
<00:28:37.725>uh, <00:28:38.642>algorithms.

684
00:28:39.895 --> 00:28:42.875
<00:28:39.895>So <00:28:40.050>you <00:28:40.206>can <00:28:40.361>see <00:28:40.517>like <00:28:40.672>binary <00:28:40.828>search <00:28:40.983>as <00:28:41.139>an <00:28:41.295>agro,

685
00:28:43.055 --> 00:28:44.635
<00:28:43.055>as <00:28:43.521>an <00:28:43.988>IKEA <00:28:44.455>instruction,

686
00:28:45.055 --> 00:28:48.355
<00:28:45.055>and <00:28:45.230>you <00:28:45.405>can <00:28:45.580>see <00:28:45.755>what <00:28:45.930>else <00:28:46.105>do <00:28:46.280>they <00:28:46.455>have?

687
00:28:48.695 --> 00:28:52.565
<00:28:48.695>Uh, <00:28:49.044>public <00:28:49.395>key <00:28:49.745>crypto <00:28:50.095>as,

688
00:28:52.785 --> 00:28:55.405
<00:28:52.785>as <00:28:53.065>IKEA <00:28:53.345>instructions <00:28:53.625>without <00:28:53.905>any <00:28:54.185>words.

689
00:28:55.785 --> 00:28:59.365
<00:28:55.785>And <00:28:55.940>like, <00:28:56.096>oh, <00:28:56.251>that's <00:28:56.407>cool. <00:28:56.562>Um, <00:28:56.718>it's <00:28:56.873>really, <00:28:57.029>really <00:28:57.185>lovely.

690
00:28:59.635 --> 00:29:00.805
<00:28:59.635>It's <00:28:59.986>like <00:29:00.337>BOGO <00:29:00.688>sort.

691
00:29:01.065 --> 00:29:05.325
<00:29:01.065>And <00:29:01.265>I <00:29:01.465>mean, <00:29:01.665>I <00:29:01.865>love <00:29:02.065>these <00:29:02.265>IKEA <00:29:02.465>instructions

692
00:29:05.425 --> 00:29:07.725
<00:29:05.425>and <00:29:05.625>I <00:29:05.825>love <00:29:06.024>that, <00:29:06.225>how <00:29:06.425>international <00:29:06.625>they <00:29:06.825>are,

693
00:29:07.725 --> 00:29:08.925
<00:29:07.725>that <00:29:07.905>you <00:29:08.085>don't <00:29:08.264>need <00:29:08.445>to <00:29:08.625>know <00:29:08.804>English

694
00:29:09.025 --> 00:29:11.045
<00:29:09.025>or <00:29:09.225>Swedish <00:29:09.425>in <00:29:09.625>this <00:29:09.825>case <00:29:10.025>to <00:29:10.225>understand <00:29:10.425>them.

695
00:29:11.925 --> 00:29:14.805
<00:29:11.925>I <00:29:12.100>think <00:29:12.274>I <00:29:12.450>sometimes <00:29:12.625>sit <00:29:12.800>in <00:29:12.975>front <00:29:13.149>of <00:29:13.325>them,

696
00:29:14.965 --> 00:29:16.405
<00:29:14.965>I <00:29:15.181>have <00:29:15.397>no <00:29:15.612>idea <00:29:15.829>what's <00:29:16.045>going <00:29:16.261>on,

697
00:29:16.465 --> 00:29:18.885
<00:29:16.465>but <00:29:16.698>taking <00:29:16.931>something <00:29:17.165>as <00:29:17.398>cryptic <00:29:17.631>as <00:29:17.865>algorithms

698
00:29:18.885 --> 00:29:20.805
<00:29:18.885>and <00:29:19.060>putting <00:29:19.235>it <00:29:19.410>into <00:29:19.585>that <00:29:19.760>format <00:29:19.935>is <00:29:20.110>a <00:29:20.285>really,

699
00:29:20.805 --> 00:29:24.045
<00:29:20.805>really <00:29:20.960>delightful <00:29:21.116>thing <00:29:21.271>to <00:29:21.427>find <00:29:21.582>on <00:29:21.738>the <00:29:21.893>internet. <00:29:22.049>I <00:29:22.205>think

700
00:29:24.875 --> 00:29:26.205
<00:29:24.875>That <00:29:25.174>that <00:29:25.473>is <00:29:25.772>really <00:29:26.072>cool.

701
00:29:26.385 --> 00:29:29.685
<00:29:26.385>And <00:29:26.585>are <00:29:26.785>they, <00:29:26.985>they're <00:29:27.185>not <00:29:27.385>AI <00:29:27.585>generated, <00:29:27.785>right?

702
00:29:29.915 --> 00:29:31.005
<00:29:29.915>This <00:29:30.111>is <00:29:30.307>one <00:29:30.503>of <00:29:30.699>the <00:29:30.896>things

703
00:29:31.005 --> 00:29:34.045
<00:29:31.005>that <00:29:31.121>I <00:29:31.238>think <00:29:31.355>AI <00:29:31.471>is <00:29:31.588>not <00:29:31.705>doing <00:29:31.821>well, <00:29:31.938>this <00:29:32.055>kind <00:29:32.171>of <00:29:32.288>thing. <00:29:32.405>No,

704
00:29:34.395 --> 00:29:36.645
<00:29:34.395>Yeah, <00:29:34.675>I'm <00:29:34.955>pretty <00:29:35.235>sure <00:29:35.514>they're <00:29:35.795>human.

705
00:29:36.985 --> 00:29:38.205
<00:29:36.985>And <00:29:37.259>I <00:29:37.533>also <00:29:37.808>created <00:29:38.082>comments

706
00:29:38.265 --> 00:29:39.805
<00:29:38.265>so <00:29:38.438>you <00:29:38.611>can <00:29:38.784>reuse <00:29:38.958>them <00:29:39.131>if <00:29:39.304>you <00:29:39.477>want <00:29:39.651>to.

707
00:29:40.705 --> 00:29:42.125
<00:29:40.705>And, <00:29:41.024>uh, <00:29:41.344>yeah, <00:29:41.663>I'm <00:29:41.983>quite,

708
00:29:43.305 --> 00:29:48.095
<00:29:43.305>I <00:29:43.460>think <00:29:43.616>this <00:29:43.771>is <00:29:43.927>where <00:29:44.082>humans <00:29:44.238>are <00:29:44.393>still, <00:29:44.549>uh, <00:29:44.705>dominantly

709
00:29:48.805 --> 00:29:52.815
<00:29:48.805>good <00:29:48.945>at, <00:29:49.085>is <00:29:49.225>just <00:29:49.365>doing <00:29:49.505>things <00:29:49.645>that <00:29:49.785>are <00:29:49.925>that <00:29:50.065>creative <00:29:50.205>and,

710
00:29:53.275 --> 00:29:56.095
<00:29:53.275>and, <00:29:53.475>um, <00:29:53.675>and <00:29:53.875>yeah, <00:29:54.075>that <00:29:54.275>speaks <00:29:54.475>to <00:29:54.675>everybody.

711
00:29:56.275 --> 00:29:58.695
<00:29:56.275>And, <00:29:56.402>and <00:29:56.529>I'm <00:29:56.656>pretty <00:29:56.784>sure <00:29:56.911>this <00:29:57.038>is <00:29:57.165>one <00:29:57.293>of <00:29:57.420>the, <00:29:57.547>the <00:29:57.675>tasks

712
00:29:58.695 --> 00:30:00.815
<00:29:58.695>that <00:29:58.975>AI <00:29:59.254>wouldn't, <00:29:59.534>wouldn't <00:29:59.814>get, <00:30:00.095>right?

713
00:30:01.675 --> 00:30:04.765
<00:30:01.675>This <00:30:01.802>is <00:30:01.929>certainly <00:30:02.056>not <00:30:02.184>as <00:30:02.311>an <00:30:02.438>svg, <00:30:02.565>you <00:30:02.693>know, <00:30:02.820>if <00:30:02.947>you're <00:30:03.075>try

714
00:30:04.765 --> 00:30:05.965
<00:30:04.765>and <00:30:04.981>do <00:30:05.197>anything <00:30:05.413>with <00:30:05.629>s <00:30:05.845>vg.

715
00:30:06.125 --> 00:30:07.845
<00:30:06.125>'cause <00:30:06.325>I <00:30:06.525>noticed <00:30:06.725>they're <00:30:06.925>all <00:30:07.125>downloadable <00:30:07.325>as <00:30:07.525>svg.

716
00:30:07.845 --> 00:30:09.725
<00:30:07.845>And <00:30:07.985>that, <00:30:08.125>that <00:30:08.265>to <00:30:08.405>me <00:30:08.545>is <00:30:08.685>the <00:30:08.825>sign <00:30:08.965>that <00:30:09.105>it's <00:30:09.245>humans.

717
00:30:09.725 --> 00:30:11.125
<00:30:09.725>Because <00:30:10.145>if <00:30:10.565>you <00:30:10.985>try

718
00:30:11.185 --> 00:30:13.445
<00:30:11.185>and <00:30:11.418>do <00:30:11.651>something <00:30:11.885>as <00:30:12.118>svg, <00:30:12.351>oh <00:30:12.585>wow,

719
00:30:13.675 --> 00:30:15.245
<00:30:13.675>AI's <00:30:13.802>got <00:30:13.929>a <00:30:14.056>long <00:30:14.184>way <00:30:14.311>to <00:30:14.438>go <00:30:14.565>when <00:30:14.693>it <00:30:14.820>comes <00:30:14.947>to <00:30:15.075>that.

720
00:30:16.555 --> 00:30:19.925
<00:30:16.555>Cool. <00:30:16.905>I <00:30:17.255>love, <00:30:17.605>uh, <00:30:17.955>um,

721
00:30:20.745 --> 00:30:21.805
<00:30:20.745>uh, <00:30:21.222>Terrence <00:30:21.699>Eden.

722
00:30:22.085 --> 00:30:23.325
<00:30:22.085>I <00:30:22.209>mean, <00:30:22.333>we <00:30:22.457>have <00:30:22.581>to <00:30:22.705>get <00:30:22.829>him <00:30:22.953>on <00:30:23.077>the <00:30:23.201>show.

723
00:30:23.325 --> 00:30:25.885
<00:30:23.325>He <00:30:23.465>is <00:30:23.605>just <00:30:23.745>a <00:30:23.885>lovely <00:30:24.025>guy <00:30:24.165>and <00:30:24.305>such <00:30:24.445>a <00:30:24.585>longtime <00:30:24.725>blogger,

724
00:30:25.885 --> 00:30:27.565
<00:30:25.885>and <00:30:26.085>he <00:30:26.285>does <00:30:26.485>some <00:30:26.685>really, <00:30:26.885>really <00:30:27.085>cool <00:30:27.285>stuff.

725
00:30:28.065 --> 00:30:31.045
<00:30:28.065>And <00:30:28.205>now <00:30:28.345>he <00:30:28.485>actually, <00:30:28.625>uh, <00:30:28.765>he <00:30:28.905>wrote, <00:30:29.045>uh, <00:30:29.185>a <00:30:29.325>year <00:30:29.465>ago,

726
00:30:31.285 --> 00:30:33.325
<00:30:31.285>a <00:30:31.425>decade <00:30:31.565>ago, <00:30:31.705>10 <00:30:31.845>years <00:30:31.985>ago, <00:30:32.125>where <00:30:32.265>he <00:30:32.405>actually <00:30:32.545>said <00:30:32.685>how

727
00:30:33.325 --> 00:30:34.845
<00:30:33.325>to <00:30:33.553>test <00:30:33.781>your <00:30:34.009>interface <00:30:34.237>with <00:30:34.465>drunk <00:30:34.693>people,

728
00:30:35.155 --> 00:30:37.045
<00:30:35.155>because <00:30:35.388>it's <00:30:35.621>a <00:30:35.855>very, <00:30:36.088>very <00:30:36.321>good <00:30:36.555>way

729
00:30:37.045 --> 00:30:38.805
<00:30:37.045>to <00:30:37.245>find <00:30:37.445>out <00:30:37.645>if <00:30:37.845>your <00:30:38.045>interface <00:30:38.245>really <00:30:38.445>works.

730
00:30:39.265 --> 00:30:40.765
<00:30:39.265>And <00:30:39.490>now <00:30:39.715>he <00:30:39.940>actually <00:30:40.165>put <00:30:40.390>a <00:30:40.615>switch,

731
00:30:40.925 --> 00:30:42.845
<00:30:40.925>a <00:30:41.100>a <00:30:41.274>theme <00:30:41.450>on <00:30:41.625>his <00:30:41.800>block <00:30:41.975>that <00:30:42.149>is <00:30:42.325>drunk.

732
00:30:43.385 --> 00:30:46.765
<00:30:43.385>So <00:30:43.512>if <00:30:43.639>you <00:30:43.766>turn <00:30:43.894>that <00:30:44.021>one <00:30:44.148>on, <00:30:44.275>it's <00:30:44.403>like, <00:30:44.530>what <00:30:44.657>is, <00:30:44.785>that's

733
00:30:46.765 --> 00:30:47.765
<00:30:46.765>what <00:30:46.990>his <00:30:47.215>block <00:30:47.440>looks <00:30:47.665>like.

734
00:30:47.985 --> 00:30:51.525
<00:30:47.985>And <00:30:48.159>it's <00:30:48.334>just <00:30:48.510>randomly <00:30:48.685>animating <00:30:48.860>and <00:30:49.034>like <00:30:49.209>blurring <00:30:49.385>things.

735
00:30:52.645 --> 00:30:55.045
<00:30:52.645>I <00:30:52.772>think <00:30:52.899>it <00:30:53.026>needs, <00:30:53.154>I <00:30:53.281>think <00:30:53.408>it <00:30:53.535>needs <00:30:53.663>a <00:30:53.790>test <00:30:53.917>that <00:30:54.045>we

736
00:30:55.645 --> 00:30:57.085
<00:30:55.645>actually <00:30:55.860>get <00:30:56.077>drunk <00:30:56.293>and <00:30:56.509>look <00:30:56.725>at <00:30:56.941>it

737
00:30:57.085 --> 00:30:58.685
<00:30:57.085>and <00:30:57.285>see <00:30:57.485>if <00:30:57.685>we <00:30:57.885>can <00:30:58.085>read <00:30:58.285>it <00:30:58.485>properly.

738
00:30:58.685 --> 00:31:03.165
<00:30:58.685>Then <00:30:58.801>again. <00:30:58.918>So <00:30:59.034>I <00:30:59.151>like <00:30:59.268>to <00:30:59.385>see <00:30:59.501>if <00:30:59.618>we <00:30:59.735>can <00:30:59.851>filter <00:30:59.968>it <00:31:00.085>back,

739
00:31:03.225 --> 00:31:06.355
<00:31:03.225>but <00:31:03.332>I, <00:31:03.440>I, <00:31:03.548>I <00:31:03.655>kind <00:31:03.763>of <00:31:03.871>love <00:31:03.978>that. <00:31:04.086>I, <00:31:04.194>I <00:31:04.301>think <00:31:04.409>that, <00:31:04.517>can <00:31:04.625>you

740
00:31:06.355 --> 00:31:08.315
<00:31:06.355>Imagine <00:31:06.510>if <00:31:06.666>you <00:31:06.821>get <00:31:06.977>drunk <00:31:07.132>and <00:31:07.288>go <00:31:07.443>to <00:31:07.599>that <00:31:07.755>page

741
00:31:09.615 --> 00:31:10.615
<00:31:09.615>And <00:31:09.840>it <00:31:10.065>makes <00:31:10.290>perfect <00:31:10.515>sense.

742
00:31:11.195 --> 00:31:14.235
<00:31:11.195>Yeah. <00:31:11.544>I <00:31:11.895>mean, <00:31:12.245>years <00:31:12.595>ago,

743
00:31:14.725 --> 00:31:18.355
<00:31:14.725>years <00:31:14.841>ago <00:31:14.958>at <00:31:15.074>Par <00:31:15.191>Web <00:31:15.308>I <00:31:15.425>gave <00:31:15.541>a <00:31:15.658>talk <00:31:15.774>about <00:31:15.891>am <00:31:16.008>Emily <00:31:16.125>Js,

744
00:31:18.355 --> 00:31:20.555
<00:31:18.355>which <00:31:18.635>basically <00:31:18.915>was <00:31:19.195>a, <00:31:19.475>uh, <00:31:19.755>script

745
00:31:20.905 --> 00:31:25.035
<00:31:20.905>that <00:31:21.045>would <00:31:21.185>slightly <00:31:21.325>blur <00:31:21.465>your <00:31:21.605>page <00:31:21.745>after <00:31:21.885>a <00:31:22.024>few <00:31:22.165>seconds, <00:31:22.305>uh,

746
00:31:25.035 --> 00:31:26.595
<00:31:25.035>but <00:31:25.385>only <00:31:25.735>on <00:31:26.085>Internet <00:31:26.435>Explorer.

747
00:31:26.815 --> 00:31:29.555
<00:31:26.815>And <00:31:26.942>I <00:31:27.069>based <00:31:27.196>it <00:31:27.324>on <00:31:27.451>the <00:31:27.578>movie <00:31:27.705>Emily, <00:31:27.833>where <00:31:27.960>I <00:31:28.087>basically <00:31:28.215>said

748
00:31:29.555 --> 00:31:31.595
<00:31:29.555>that <00:31:29.730>like, <00:31:29.905>she <00:31:30.080>does <00:31:30.255>all <00:31:30.430>these <00:31:30.605>pranks <00:31:30.780>on <00:31:30.955>people

749
00:31:31.695 --> 00:31:32.835
<00:31:31.695>to <00:31:32.037>change <00:31:32.379>their <00:31:32.721>lives.

750
00:31:33.455 --> 00:31:35.915
<00:31:33.455>And <00:31:33.629>I <00:31:33.804>said <00:31:33.980>like, <00:31:34.155>if <00:31:34.330>only <00:31:34.504>on <00:31:34.679>Internet <00:31:34.855>Explorer,

751
00:31:36.015 --> 00:31:38.955
<00:31:36.015>the <00:31:36.190>page <00:31:36.365>looks <00:31:36.540>blurry, <00:31:36.715>it's <00:31:36.890>actually <00:31:37.065>becoming <00:31:37.240>a, <00:31:37.415>a,

752
00:31:38.955 --> 00:31:42.035
<00:31:38.955>an <00:31:39.129>accessibility <00:31:39.304>issue <00:31:39.480>that <00:31:39.655>people <00:31:39.830>have <00:31:40.004>a <00:31:40.179>health <00:31:40.355>problem.

753
00:31:42.775 --> 00:31:44.355
<00:31:42.775>So <00:31:43.055>then <00:31:43.335>companies <00:31:43.615>have <00:31:43.895>to <00:31:44.175>act.

754
00:31:44.415 --> 00:31:46.075
<00:31:44.415>So <00:31:44.615>if <00:31:44.815>you <00:31:45.014>install <00:31:45.215>this <00:31:45.415>on <00:31:45.615>your <00:31:45.815>machine

755
00:31:46.075 --> 00:31:48.155
<00:31:46.075>and <00:31:46.275>all <00:31:46.475>the <00:31:46.675>internet <00:31:46.875>Explorer, <00:31:47.075>Explorer <00:31:47.275>users <00:31:47.475>have

756
00:31:48.155 --> 00:31:50.395
<00:31:48.155>to <00:31:48.355>go <00:31:48.555>back <00:31:48.754>home <00:31:48.955>because <00:31:49.155>they <00:31:49.355>cannot <00:31:49.555>do

757
00:31:50.395 --> 00:31:51.515
<00:31:50.395>it, <00:31:50.596>but <00:31:50.798>you <00:31:50.999>can <00:31:51.201>do <00:31:51.403>it.

758
00:31:51.615 --> 00:31:53.955
<00:31:51.615>So <00:31:51.755>that <00:31:51.895>was <00:31:52.035>one <00:31:52.175>way <00:31:52.315>of <00:31:52.455>getting <00:31:52.595>rid <00:31:52.735>of <00:31:52.875>Internet <00:31:53.015>Explorer.

759
00:31:54.415 --> 00:31:56.315
<00:31:54.415>And <00:31:54.615>that <00:31:54.815>was <00:31:55.014>interesting <00:31:55.215>because <00:31:55.415>Internet <00:31:55.615>Explorer <00:31:55.815>was,

760
00:31:56.315 --> 00:31:58.355
<00:31:56.315>back <00:31:56.470>then, <00:31:56.626>the <00:31:56.781>only <00:31:56.937>browser <00:31:57.092>allowed <00:31:57.248>you <00:31:57.403>to <00:31:57.559>blur <00:31:57.715>things.

761
00:31:58.615 --> 00:32:01.075
<00:31:58.615>And <00:31:58.755>uh, <00:31:58.895>uh, <00:31:59.035>there <00:31:59.175>was <00:31:59.315>actually <00:31:59.455>a <00:31:59.595>way <00:31:59.735>of <00:31:59.875>testing <00:32:00.015>that.

762
00:32:01.575 --> 00:32:04.635
<00:32:01.575>But <00:32:01.715>I <00:32:01.855>actually <00:32:01.995>love <00:32:02.135>that, <00:32:02.275>that <00:32:02.415>he <00:32:02.555>has <00:32:02.695>all <00:32:02.835>these <00:32:02.975>different,

763
00:32:04.735 --> 00:32:06.275
<00:32:04.735>uh, <00:32:04.966>bits <00:32:05.197>in <00:32:05.428>there, <00:32:05.659>like <00:32:05.890>the <00:32:06.121>extra

764
00:32:06.275 --> 00:32:07.515
<00:32:06.275>and <00:32:06.554>the <00:32:06.833>light <00:32:07.112>dark <00:32:07.391>switching,

765
00:32:07.515 --> 00:32:11.475
<00:32:07.515>and <00:32:07.655>that <00:32:07.795>the <00:32:07.935>drunk <00:32:08.075>thing <00:32:08.215>still <00:32:08.355>is <00:32:08.495>a <00:32:08.635>very <00:32:08.775>interesting <00:32:08.915>read.

766
00:32:11.535 --> 00:32:13.355
<00:32:11.535>If <00:32:11.735>you <00:32:11.935>want <00:32:12.135>to <00:32:12.335>really <00:32:12.535>test <00:32:12.735>your <00:32:12.935>product

767
00:32:13.655 --> 00:32:16.795
<00:32:13.655>and <00:32:13.795>test <00:32:13.935>it <00:32:14.075>with <00:32:14.215>drunk <00:32:14.355>people, <00:32:14.495>if <00:32:14.635>they <00:32:14.774>find <00:32:14.915>the <00:32:15.055>buttons,

768
00:32:16.795 --> 00:32:17.995
<00:32:16.795>then <00:32:17.011>it's <00:32:17.227>probably <00:32:17.443>a <00:32:17.658>good <00:32:17.875>idea.

769
00:32:19.055 --> 00:32:22.035
<00:32:19.055>Now, <00:32:19.182>Dan, <00:32:19.309>you <00:32:19.436>are <00:32:19.564>our <00:32:19.691>coding, <00:32:19.818>uh, <00:32:19.945>you <00:32:20.073>are <00:32:20.200>our <00:32:20.327>font <00:32:20.455>person.

770
00:32:22.455 --> 00:32:24.235
<00:32:22.455>Uh, <00:32:22.804>I <00:32:23.155>found <00:32:23.504>this <00:32:23.855>interesting.

771
00:32:24.335 --> 00:32:25.595
<00:32:24.335>That's <00:32:24.618>a <00:32:24.902>game <00:32:25.185>that <00:32:25.469>actually

772
00:32:25.595 --> 00:32:28.395
<00:32:25.595>to <00:32:25.795>find <00:32:25.995>the <00:32:26.195>best <00:32:26.395>coding <00:32:26.595>font <00:32:26.795>for <00:32:26.995>you.

773
00:32:29.095 --> 00:32:31.755
<00:32:29.095>And <00:32:29.235>it's <00:32:29.375>a <00:32:29.515>way <00:32:29.655>of <00:32:29.795>like, <00:32:29.935>uh, <00:32:30.075>uh, <00:32:30.215>by, <00:32:30.355>by <00:32:30.495>going

774
00:32:31.755 --> 00:32:34.195
<00:32:31.755>through <00:32:31.930>like <00:32:32.105>50 <00:32:32.280>different <00:32:32.455>fonts <00:32:32.630>and <00:32:32.805>then <00:32:32.980>saying <00:32:33.155>yes

775
00:32:34.195 --> 00:32:35.475
<00:32:34.195>and <00:32:34.483>no <00:32:34.771>to <00:32:35.059>different <00:32:35.347>ones,

776
00:32:35.495 --> 00:32:38.075
<00:32:35.495>and <00:32:35.635>then <00:32:35.774>finding <00:32:35.915>the <00:32:36.054>one <00:32:36.195>that <00:32:36.334>you <00:32:36.475>really <00:32:36.614>want <00:32:36.754>to <00:32:36.895>use.

777
00:32:38.185 --> 00:32:41.045
<00:32:38.185>Have <00:32:38.312>you <00:32:38.439>played <00:32:38.566>it <00:32:38.694>or <00:32:38.821>have <00:32:38.948>you <00:32:39.075>not <00:32:39.203>had <00:32:39.330>the <00:32:39.457>time <00:32:39.585>yet?

778
00:32:41.555 --> 00:32:42.605
<00:32:41.555>Yeah, <00:32:41.712>I <00:32:41.870>did. <00:32:42.027>I'll, <00:32:42.185>I'll <00:32:42.342>be <00:32:42.500>honest,

779
00:32:42.765 --> 00:32:44.885
<00:32:42.765>I <00:32:42.920>didn't <00:32:43.076>immediately <00:32:43.231>understand <00:32:43.387>what <00:32:43.542>I <00:32:43.698>was <00:32:43.853>supposed <00:32:44.009>to <00:32:44.165>do.

780
00:32:45.025 --> 00:32:47.485
<00:32:45.025>Um, <00:32:45.165>I <00:32:45.305>was, <00:32:45.445>I <00:32:45.585>was, <00:32:45.725>and <00:32:45.865>on <00:32:46.005>the <00:32:46.145>left <00:32:46.285>hand <00:32:46.425>side,

781
00:32:47.485 --> 00:32:49.165
<00:32:47.485>which <00:32:47.625>I <00:32:47.764>know <00:32:47.905>you <00:32:48.044>can't <00:32:48.185>see <00:32:48.324>on <00:32:48.465>that, <00:32:48.604>on <00:32:48.745>that <00:32:48.885>view,

782
00:32:49.265 --> 00:32:51.005
<00:32:49.265>you've <00:32:49.498>got <00:32:49.731>a <00:32:49.965>kind <00:32:50.198>of <00:32:50.431>tournament <00:32:50.665>bracket.

783
00:32:51.225 --> 00:32:53.325
<00:32:51.225>So <00:32:51.352>it's <00:32:51.479>as <00:32:51.606>if <00:32:51.734>like, <00:32:51.861>uh, <00:32:51.988>like <00:32:52.115>the <00:32:52.243>World <00:32:52.370>Cup, <00:32:52.497>you <00:32:52.625>know,

784
00:32:53.345 --> 00:32:55.525
<00:32:53.345>so <00:32:53.545>it's <00:32:53.745>like <00:32:53.945>this <00:32:54.145>font <00:32:54.345>versus <00:32:54.545>this <00:32:54.745>font,

785
00:32:55.585 --> 00:32:58.245
<00:32:55.585>and <00:32:55.725>then <00:32:55.865>it <00:32:56.005>kind <00:32:56.145>of <00:32:56.285>progresses <00:32:56.425>through <00:32:56.565>to <00:32:56.705>the <00:32:56.845>next <00:32:56.985>round,

786
00:32:58.505 --> 00:33:00.485
<00:32:58.505>and <00:32:58.632>it <00:32:58.759>keeps <00:32:58.886>kind <00:32:59.014>of <00:32:59.141>showing <00:32:59.268>you, <00:32:59.395>you <00:32:59.523>know, <00:32:59.650>which <00:32:59.777>ones <00:32:59.905>you,

787
00:33:00.485 --> 00:33:02.485
<00:33:00.485>which <00:33:00.625>one <00:33:00.764>you <00:33:00.905>prefer, <00:33:01.044>and <00:33:01.185>then <00:33:01.324>you <00:33:01.465>choose <00:33:01.604>left <00:33:01.745>or <00:33:01.885>right.

788
00:33:02.865 --> 00:33:06.445
<00:33:02.865>Um, <00:33:02.992>I <00:33:03.119>was <00:33:03.246>given, <00:33:03.374>uh, <00:33:03.501>a <00:33:03.628>description <00:33:03.755>at <00:33:03.883>the <00:33:04.010>end <00:33:04.137>of <00:33:04.265>Hack,

789
00:33:06.615 --> 00:33:08.645
<00:33:06.615>which <00:33:06.965>I <00:33:07.315>thought <00:33:07.665>hacker <00:33:08.015>related,

790
00:33:08.745 --> 00:33:11.485
<00:33:08.745>but <00:33:08.919>no, <00:33:09.094>doesn't, <00:33:09.270>it's <00:33:09.445>that <00:33:09.620>I'm <00:33:09.794>apparently, <00:33:09.969>um, <00:33:10.145>like,

791
00:33:11.485 --> 00:33:13.085
<00:33:11.485>like <00:33:11.764>a <00:33:12.044>comedian <00:33:12.324>who <00:33:12.604>tells <00:33:12.885>jokes

792
00:33:13.085 --> 00:33:14.125
<00:33:13.085>that <00:33:13.397>everybody's <00:33:13.709>heard <00:33:14.021>before.

793
00:33:14.565 --> 00:33:17.805
<00:33:14.565>I, <00:33:14.681>I, <00:33:14.798>um, <00:33:14.915>I <00:33:15.031>just <00:33:15.148>choose <00:33:15.265>the <00:33:15.381>one <00:33:15.498>that <00:33:15.615>is <00:33:15.731>expected <00:33:15.848>of <00:33:15.965>me.

794
00:33:17.905 --> 00:33:20.365
<00:33:17.905>I'm <00:33:18.138>completely <00:33:18.371>unpredictable <00:33:18.605>and, <00:33:18.838>and <00:33:19.071>boring <00:33:19.305>apparently.

795
00:33:20.365 --> 00:33:22.205
<00:33:20.365>But, <00:33:20.565>um, <00:33:20.765>I <00:33:20.965>think <00:33:21.165>that's <00:33:21.365>a <00:33:21.565>good <00:33:21.765>reason.

796
00:33:23.205 --> 00:33:24.245
<00:33:23.205>'cause <00:33:23.360>it <00:33:23.516>means <00:33:23.673>I <00:33:23.829>can <00:33:23.985>read <00:33:24.140>it

797
00:33:24.245 --> 00:33:27.325
<00:33:24.245>because <00:33:24.400>I, <00:33:24.556>I, <00:33:24.711>if <00:33:24.867>anybody <00:33:25.022>there, <00:33:25.178>we've <00:33:25.333>said <00:33:25.489>this <00:33:25.645>before,

798
00:33:27.325 --> 00:33:30.925
<00:33:27.325>but <00:33:27.525>if <00:33:27.725>anybody's <00:33:27.925>choosing <00:33:28.125>calligraphy <00:33:28.325>style <00:33:28.525>fonts <00:33:28.725>to,

799
00:33:30.925 --> 00:33:33.125
<00:33:30.925>to <00:33:31.100>write <00:33:31.274>code <00:33:31.450>in, <00:33:31.625>um, <00:33:31.800>you're <00:33:31.975>either <00:33:32.149>a <00:33:32.325>genius

800
00:33:33.225 --> 00:33:34.485
<00:33:33.225>or <00:33:33.508>you <00:33:33.792>just <00:33:34.075>love <00:33:34.359>pain.

801
00:33:34.745 --> 00:33:36.205
<00:33:34.745>Um, <00:33:35.007>so, <00:33:35.270>so <00:33:35.533>yeah, <00:33:35.796>I'm <00:33:36.059>glad

802
00:33:36.205 --> 00:33:39.085
<00:33:36.205>to <00:33:36.379>choose <00:33:36.554>a <00:33:36.730>nice <00:33:36.905>normal <00:33:37.080>font <00:33:37.254>for <00:33:37.429>this <00:33:37.605>one.

803
00:33:39.225 --> 00:33:42.445
<00:33:39.225>Um, <00:33:39.341>what <00:33:39.458>do <00:33:39.574>I <00:33:39.691>choose? <00:33:39.808>Couri <00:33:39.925>or <00:33:40.041>new? <00:33:40.158>I <00:33:40.274>think. <00:33:40.391>There <00:33:40.508>you <00:33:40.625>go.

804
00:33:42.715 --> 00:33:43.885
<00:33:42.715>It's, <00:33:43.066>it's <00:33:43.417>pretty <00:33:43.768>lovely.

805
00:33:44.085 --> 00:33:46.005
<00:33:44.085>I <00:33:44.240>mean, <00:33:44.396>it's <00:33:44.551>a <00:33:44.707>nice <00:33:44.862>way <00:33:45.018>of <00:33:45.173>actually <00:33:45.329>showing <00:33:45.485>just

806
00:33:46.005 --> 00:33:48.045
<00:33:46.005>how <00:33:46.285>many <00:33:46.565>are <00:33:46.845>out <00:33:47.125>there <00:33:47.405>now.

807
00:33:48.045 --> 00:33:51.085
<00:33:48.045>Uh, <00:33:48.200>Illa <00:33:48.356>is <00:33:48.511>doing <00:33:48.667>not <00:33:48.822>much, <00:33:48.978>uh, <00:33:49.133>uh, <00:33:49.289>a <00:33:49.445>lot

808
00:33:51.085 --> 00:33:53.325
<00:33:51.085>of <00:33:51.285>stuff <00:33:51.485>right <00:33:51.685>now <00:33:51.885>about <00:33:52.085>like <00:33:52.285>the <00:33:52.485>web

809
00:33:53.545 --> 00:33:56.165
<00:33:53.545>and <00:33:53.745>how <00:33:53.945>it <00:33:54.145>makes <00:33:54.345>you <00:33:54.545>feel <00:33:54.745>in <00:33:54.945>terms

810
00:33:56.185 --> 00:33:57.645
<00:33:56.185>of <00:33:56.513>like <00:33:56.841>your <00:33:57.170>mental <00:33:57.499>health.

811
00:33:58.345 --> 00:34:01.565
<00:33:58.345>And <00:33:58.520>I <00:33:58.695>love <00:33:58.870>this <00:33:59.045>article <00:33:59.220>about <00:33:59.395>cozy <00:33:59.570>gaming, <00:33:59.745>uh,

812
00:34:01.595 --> 00:34:04.325
<00:34:01.595>that <00:34:01.770>basically <00:34:01.945>is <00:34:02.120>just <00:34:02.295>like, <00:34:02.470>people <00:34:02.645>start <00:34:02.820>playing <00:34:02.995>games

813
00:34:04.325 --> 00:34:07.245
<00:34:04.325>that <00:34:04.480>don't <00:34:04.636>have <00:34:04.791>a <00:34:04.947>result <00:34:05.102>that <00:34:05.258>just <00:34:05.413>basically <00:34:05.569>are <00:34:05.725>there

814
00:34:07.265 --> 00:34:09.925
<00:34:07.265>to <00:34:07.420>just <00:34:07.576>have <00:34:07.731>fun <00:34:07.887>and <00:34:08.042>just <00:34:08.198>play <00:34:08.353>along <00:34:08.509>a <00:34:08.665>bit

815
00:34:09.925 --> 00:34:11.725
<00:34:09.925>and <00:34:10.205>forget <00:34:10.485>about <00:34:10.765>the, <00:34:11.045>the <00:34:11.325>horrors

816
00:34:11.885 --> 00:34:13.245
<00:34:11.885>that <00:34:12.129>are <00:34:12.374>out <00:34:12.619>into <00:34:12.864>this <00:34:13.109>world.

817
00:34:13.865 --> 00:34:16.485
<00:34:13.864>And <00:34:14.020>I <00:34:14.176>think <00:34:14.331>that's <00:34:14.487>a <00:34:14.642>very, <00:34:14.798>very <00:34:14.953>interesting, <00:34:15.109>uh, <00:34:15.264>uh,

818
00:34:16.965 --> 00:34:18.205
<00:34:16.965>movement <00:34:17.244>that <00:34:17.523>this <00:34:17.802>is <00:34:18.081>happening.

819
00:34:18.225 --> 00:34:19.445
<00:34:18.225>And <00:34:18.444>that <00:34:18.664>brings <00:34:18.883>back <00:34:19.103>the <00:34:19.323>d

820
00:34:19.445 --> 00:34:20.965
<00:34:19.445>and <00:34:19.616>d <00:34:19.787>stuff <00:34:19.958>as <00:34:20.129>well <00:34:20.300>that <00:34:20.471>we're <00:34:20.642>gonna <00:34:20.813>talk

821
00:34:20.965 --> 00:34:22.085
<00:34:20.965>about <00:34:21.166>in <00:34:21.368>a, <00:34:21.569>in <00:34:21.771>a <00:34:21.973>minute.

822
00:34:22.625 --> 00:34:24.925
<00:34:22.625>But <00:34:22.764>I <00:34:22.905>find <00:34:23.045>that, <00:34:23.185>I <00:34:23.324>found <00:34:23.465>that <00:34:23.605>also <00:34:23.745>when <00:34:23.885>my, <00:34:24.025>uh,

823
00:34:25.315 --> 00:34:27.525
<00:34:25.315>when <00:34:25.514>my <00:34:25.715>last <00:34:25.915>partner <00:34:26.115>bought <00:34:26.315>herself <00:34:26.514>a <00:34:26.715>switch,

824
00:34:28.655 --> 00:34:29.995
<00:34:28.655>and <00:34:28.827>we <00:34:28.999>had <00:34:29.171>a <00:34:29.344>few <00:34:29.516>of <00:34:29.688>those <00:34:29.860>games

825
00:34:29.995 --> 00:34:33.715
<00:34:29.995>that <00:34:30.134>were <00:34:30.275>basically <00:34:30.415>just <00:34:30.554>like <00:34:30.694>a, <00:34:30.835>a <00:34:30.975>shopping <00:34:31.114>list, <00:34:31.255>like <00:34:31.395>go

826
00:34:33.715 --> 00:34:36.795
<00:34:33.715>through <00:34:33.870>a <00:34:34.026>world <00:34:34.181>and <00:34:34.337>collect <00:34:34.492>sheep <00:34:34.648>and <00:34:34.803>collect <00:34:34.959>some <00:34:35.115>elephants

827
00:34:36.935 --> 00:34:39.075
<00:34:36.935>and, <00:34:37.215>uh, <00:34:37.495>turn <00:34:37.775>that <00:34:38.054>water <00:34:38.335>on.

828
00:34:39.095 --> 00:34:41.075
<00:34:39.094>So <00:34:39.270>there, <00:34:39.444>there <00:34:39.620>you <00:34:39.794>can <00:34:39.969>grow <00:34:40.145>a <00:34:40.319>garden <00:34:40.495>there

829
00:34:41.095 --> 00:34:42.635
<00:34:41.094>and <00:34:41.292>you <00:34:41.491>need <00:34:41.688>some <00:34:41.887>food <00:34:42.085>for <00:34:42.283>the <00:34:42.481>animals

830
00:34:42.655 --> 00:34:43.675
<00:34:42.655>to <00:34:42.884>build <00:34:43.114>it <00:34:43.343>somewhere <00:34:43.573>else.

831
00:34:44.495 --> 00:34:46.115
<00:34:44.495>Uh, <00:34:44.728>I <00:34:44.961>think <00:34:45.194>it's <00:34:45.428>a <00:34:45.661>very <00:34:45.895>important

832
00:34:46.175 --> 00:34:48.435
<00:34:46.175>to <00:34:46.350>get <00:34:46.525>this <00:34:46.700>time <00:34:46.875>off <00:34:47.050>for <00:34:47.225>people <00:34:47.400>as <00:34:47.575>well.

833
00:34:48.595 --> 00:34:51.155
<00:34:48.594>I <00:34:48.734>wonder <00:34:48.875>if <00:34:49.014>a <00:34:49.154>digital <00:34:49.294>game <00:34:49.435>is <00:34:49.574>the <00:34:49.714>necessity <00:34:49.855>of <00:34:49.995>it,

834
00:34:51.155 --> 00:34:53.395
<00:34:51.155>or <00:34:51.282>a <00:34:51.409>physical <00:34:51.536>game <00:34:51.664>might <00:34:51.791>be <00:34:51.918>a <00:34:52.045>better <00:34:52.173>way <00:34:52.300>of <00:34:52.427>doing <00:34:52.555>it.

835
00:34:53.895 --> 00:34:55.475
<00:34:53.895>But <00:34:54.128>I <00:34:54.361>love <00:34:54.594>that <00:34:54.828>this <00:34:55.061>movement <00:34:55.295>exists,

836
00:34:55.535 --> 00:34:58.435
<00:34:55.534>and <00:34:55.690>that's <00:34:55.846>actually, <00:34:56.001>nobody <00:34:56.157>told <00:34:56.312>kids <00:34:56.468>to <00:34:56.623>actually <00:34:56.779>go <00:34:56.935>back

837
00:34:58.435 --> 00:35:00.795
<00:34:58.435>to <00:34:58.668>cozy <00:34:58.901>games, <00:34:59.134>but <00:34:59.368>like, <00:34:59.601>uh, <00:34:59.835>instead,

838
00:35:01.435 --> 00:35:03.555
<00:35:01.435>'cause <00:35:01.590>when <00:35:01.746>I <00:35:01.901>look <00:35:02.057>at <00:35:02.212>like, <00:35:02.368>the <00:35:02.523>successes <00:35:02.679>on <00:35:02.835>mobile

839
00:35:03.555 --> 00:35:06.595
<00:35:03.555>especially, <00:35:03.710>all <00:35:03.866>these <00:35:04.021>games <00:35:04.177>are <00:35:04.332>like <00:35:04.488>these <00:35:04.643>fast <00:35:04.799>paced <00:35:04.955>things

840
00:35:06.625 --> 00:35:09.195
<00:35:06.625>that <00:35:06.858>basically <00:35:07.091>everything <00:35:07.325>explodes <00:35:07.558>and <00:35:07.791>makes <00:35:08.025>sounds

841
00:35:09.295 --> 00:35:11.635
<00:35:09.295>and <00:35:09.435>you <00:35:09.575>have <00:35:09.715>to <00:35:09.855>act <00:35:09.995>quickly <00:35:10.135>in <00:35:10.275>the <00:35:10.415>next <00:35:10.555>five <00:35:10.695>seconds

842
00:35:11.695 --> 00:35:13.795
<00:35:11.695>to <00:35:11.835>get <00:35:11.975>the <00:35:12.115>next <00:35:12.255>power <00:35:12.395>up <00:35:12.535>and <00:35:12.675>these <00:35:12.815>kind <00:35:12.955>of <00:35:13.095>things.

843
00:35:14.615 --> 00:35:15.795
<00:35:14.615>So <00:35:14.880>how <00:35:15.145>about <00:35:15.411>you, <00:35:15.677>Tiffany?

844
00:35:15.935 --> 00:35:17.395
<00:35:15.935>Do <00:35:16.099>you, <00:35:16.263>from <00:35:16.427>time <00:35:16.592>to <00:35:16.756>time, <00:35:16.920>play <00:35:17.084>a <00:35:17.249>game

845
00:35:17.395 --> 00:35:18.915
<00:35:17.395>that <00:35:17.590>makes <00:35:17.785>no <00:35:17.981>sense <00:35:18.176>just <00:35:18.372>to <00:35:18.567>calm <00:35:18.763>down?

846
00:35:20.015 --> 00:35:24.675
<00:35:20.015>Um, <00:35:20.154>so <00:35:20.295>I, <00:35:20.435>I <00:35:20.575>don't <00:35:20.714>know <00:35:20.855>if <00:35:20.995>it's <00:35:21.134>a <00:35:21.275>generation <00:35:21.415>thing,

847
00:35:24.725 --> 00:35:25.835
<00:35:24.725>generation <00:35:25.224>thing <00:35:25.724>or,

848
00:35:26.415 --> 00:35:31.035
<00:35:26.415>but <00:35:26.522>I, <00:35:26.630>I, <00:35:26.738>um, <00:35:26.845>I <00:35:26.953>tend <00:35:27.061>to <00:35:27.168>have <00:35:27.276>a <00:35:27.384>very, <00:35:27.491>um, <00:35:27.599>a <00:35:27.707>strict <00:35:27.815>discipline

849
00:35:31.175 --> 00:35:33.355
<00:35:31.175>of <00:35:31.375>my <00:35:31.575>use <00:35:31.775>on <00:35:31.975>my <00:35:32.175>phone <00:35:32.375>and <00:35:32.575>screens.

850
00:35:33.775 --> 00:35:36.275
<00:35:33.775>And <00:35:33.930>probably <00:35:34.086>this <00:35:34.241>is <00:35:34.397>also <00:35:34.552>because <00:35:34.708>I <00:35:34.863>work <00:35:35.019>in <00:35:35.175>it.

851
00:35:36.495 --> 00:35:37.685
<00:35:36.495>So <00:35:37.030>I'm, <00:35:37.566>so

852
00:35:37.965 --> 00:35:41.885
<00:35:37.965>whenever <00:35:38.120>I <00:35:38.276>have <00:35:38.431>time, <00:35:38.587>I <00:35:38.742>just <00:35:38.898>disconnect <00:35:39.053>completely <00:35:39.209>and, <00:35:39.365>and,

853
00:35:41.905 --> 00:35:45.085
<00:35:41.905>and <00:35:42.021>try <00:35:42.138>to <00:35:42.255>do <00:35:42.371>that <00:35:42.488>in <00:35:42.605>the <00:35:42.721>real <00:35:42.838>world, <00:35:42.955>you <00:35:43.071>know, <00:35:43.188>like <00:35:43.305>just,

854
00:35:45.145 --> 00:35:48.105
<00:35:45.145>uh, <00:35:45.345>you <00:35:45.545>know, <00:35:45.745>go <00:35:45.945>outside, <00:35:46.145>just <00:35:46.345>do <00:35:46.545>nothing.

855
00:35:48.105 --> 00:35:49.905
<00:35:48.105>Like, <00:35:48.385>just <00:35:48.665>go <00:35:48.945>slow, <00:35:49.225>you <00:35:49.505>know?

856
00:35:50.205 --> 00:35:51.545
<00:35:50.205>That's <00:35:50.446>very <00:35:50.687>interesting <00:35:50.928>'cause <00:35:51.169>I <00:35:51.411>saw

857
00:35:52.145 --> 00:35:55.265
<00:35:52.145>a <00:35:52.425>documentary <00:35:52.705>recently <00:35:52.985>about, <00:35:53.265>uh, <00:35:53.545>about,

858
00:35:56.795 --> 00:35:59.285
<00:35:56.795>what <00:35:56.995>do <00:35:57.195>you <00:35:57.395>say <00:35:57.595>in <00:35:57.795>English <00:35:57.995>bo <00:35:58.195>bore?

859
00:35:59.865 --> 00:36:04.365
<00:35:59.865>The, <00:36:00.064>when <00:36:00.265>you're <00:36:00.464>boring, <00:36:00.665>when <00:36:00.865>you're <00:36:01.064>bored, <00:36:01.265>um,

860
00:36:04.985 --> 00:36:09.685
<00:36:04.985>uh, <00:36:05.140>and <00:36:05.296>apparently <00:36:05.451>this, <00:36:05.607>uh, <00:36:05.762>being <00:36:05.918>bored, <00:36:06.073>uh, <00:36:06.229>is, <00:36:06.385>is,

861
00:36:09.905 --> 00:36:14.445
<00:36:09.905>um, <00:36:10.080>very <00:36:10.255>important <00:36:10.430>for <00:36:10.605>your <00:36:10.780>brain <00:36:10.955>to <00:36:11.130>actually <00:36:11.305>reconnect

862
00:36:15.305 --> 00:36:18.525
<00:36:15.305>to, <00:36:15.654>to <00:36:16.004>make <00:36:16.355>ideas <00:36:16.705>emerged.

863
00:36:18.715 --> 00:36:22.845
<00:36:18.715>Like <00:36:18.948>apparently <00:36:19.181>ideas <00:36:19.415>emerged <00:36:19.648>from <00:36:19.881>your <00:36:20.115>brain,

864
00:36:22.845 --> 00:36:24.365
<00:36:22.845>from <00:36:23.187>nothingness, <00:36:23.529>from <00:36:23.870>doing <00:36:24.212>nothing.

865
00:36:24.905 --> 00:36:27.765
<00:36:24.905>So <00:36:25.060>if <00:36:25.216>you're <00:36:25.371>constantly <00:36:25.527>doom <00:36:25.682>scrolling, <00:36:25.838>being <00:36:25.993>on <00:36:26.149>your <00:36:26.305>phone,

866
00:36:28.085 --> 00:36:31.925
<00:36:28.085>watching <00:36:28.285>something, <00:36:28.485>then <00:36:28.685>your, <00:36:28.885>your <00:36:29.085>brain <00:36:29.285>is <00:36:29.485>never,

867
00:36:32.935 --> 00:36:35.605
<00:36:32.935>never <00:36:33.134>at <00:36:33.335>the <00:36:33.535>state <00:36:33.735>where <00:36:33.935>it <00:36:34.134>does <00:36:34.335>nothing.

868
00:36:36.065 --> 00:36:39.365
<00:36:36.065>And <00:36:36.298>so <00:36:36.531>nothing <00:36:36.765>emerges <00:36:36.998>never <00:36:37.231>from <00:36:37.465>yourself.

869
00:36:39.825 --> 00:36:41.285
<00:36:39.825>And <00:36:40.044>I <00:36:40.263>thought <00:36:40.482>it <00:36:40.701>was <00:36:40.920>really <00:36:41.138>interesting

870
00:36:41.525 --> 00:36:43.565
<00:36:41.525>'cause <00:36:41.725>what <00:36:41.925>they <00:36:42.125>were <00:36:42.325>with <00:36:42.525>the, <00:36:42.725>the <00:36:42.925>people

871
00:36:43.565 --> 00:36:45.365
<00:36:43.565>that <00:36:43.765>were <00:36:43.965>scanning <00:36:44.165>the <00:36:44.365>brain <00:36:44.565>were <00:36:44.765>saying <00:36:44.965>is

872
00:36:45.365 --> 00:36:48.125
<00:36:45.365>that <00:36:45.598>you <00:36:45.831>need <00:36:46.064>this <00:36:46.298>moment <00:36:46.531>of <00:36:46.765>peace

873
00:36:48.145 --> 00:36:51.965
<00:36:48.145>and <00:36:48.320>quiet <00:36:48.495>where <00:36:48.670>actually <00:36:48.845>solutions <00:36:49.020>can <00:36:49.195>emerge <00:36:49.370>from <00:36:49.545>your

874
00:36:52.125 --> 00:36:53.325
<00:36:52.125>problems <00:36:52.485>in <00:36:52.845>day-to-day <00:36:53.205>life,

875
00:36:53.325 --> 00:36:54.965
<00:36:53.325>which <00:36:53.558>I <00:36:53.791>thought <00:36:54.024>I <00:36:54.258>thought <00:36:54.491>was <00:36:54.725>interesting.

876
00:36:55.065 --> 00:36:57.005
<00:36:55.065>So <00:36:55.240>since <00:36:55.415>I <00:36:55.590>saw <00:36:55.765>that, <00:36:55.940>I <00:36:56.115>was <00:36:56.290>like, <00:36:56.465>oh,

877
00:36:57.485 --> 00:36:59.805
<00:36:57.485>actually <00:36:57.685>leaving <00:36:57.885>my <00:36:58.085>phone <00:36:58.285>aside, <00:36:58.485>not <00:36:58.685>doing <00:36:58.885>anything,

878
00:36:59.905 --> 00:37:02.925
<00:36:59.905>not <00:37:00.138>scrolling, <00:37:00.371>not <00:37:00.605>is <00:37:00.838>a <00:37:01.071>good <00:37:01.305>thing.

879
00:37:03.265 --> 00:37:06.685
<00:37:03.265>And <00:37:03.420>probably <00:37:03.576>that <00:37:03.731>those <00:37:03.887>games <00:37:04.042>brings <00:37:04.198>you <00:37:04.353>back <00:37:04.509>to, <00:37:04.665>um,

880
00:37:07.235 --> 00:37:09.645
<00:37:07.235>this <00:37:07.515>slowness <00:37:07.795>of <00:37:08.075>thinking <00:37:08.355>about <00:37:08.635>nothing

881
00:37:09.785 --> 00:37:13.925
<00:37:09.785>and <00:37:09.940>not <00:37:10.096>being, <00:37:10.251>um, <00:37:10.407>you <00:37:10.562>know, <00:37:10.718>like, <00:37:10.873>um, <00:37:11.029>yeah, <00:37:11.185>triggered

882
00:37:13.985 --> 00:37:16.005
<00:37:13.985>by <00:37:14.335>all <00:37:14.685>of <00:37:15.035>everything. <00:37:15.385>Yeah.

883
00:37:16.925 --> 00:37:18.795
<00:37:16.925>There <00:37:17.100>was <00:37:17.275>an <00:37:17.450>article <00:37:17.625>in <00:37:17.800>The <00:37:17.975>Guardian <00:37:18.150>years <00:37:18.325>ago

884
00:37:18.795 --> 00:37:20.515
<00:37:18.795>where <00:37:19.028>they <00:37:19.261>basically <00:37:19.495>said <00:37:19.728>that <00:37:19.961>was <00:37:20.195>part

885
00:37:20.515 --> 00:37:21.755
<00:37:20.515>of <00:37:20.794>why <00:37:21.073>the <00:37:21.352>boomer <00:37:21.631>generation

886
00:37:21.775 --> 00:37:24.355
<00:37:21.775>or <00:37:21.950>the <00:37:22.125>generations <00:37:22.300>of <00:37:22.475>earlier <00:37:22.650>were <00:37:22.825>much <00:37:23.000>more <00:37:23.175>creative

887
00:37:24.355 --> 00:37:25.755
<00:37:24.355>because <00:37:24.565>they <00:37:24.775>were <00:37:24.985>allowed <00:37:25.195>to <00:37:25.405>get <00:37:25.615>bored.

888
00:37:26.425 --> 00:37:27.715
<00:37:26.425>They <00:37:26.618>were <00:37:26.812>not, <00:37:27.005>like, <00:37:27.199>when <00:37:27.392>the <00:37:27.586>kids

889
00:37:27.745 --> 00:37:28.875
<00:37:27.745>were <00:37:27.999>like, <00:37:28.253>this <00:37:28.507>is <00:37:28.762>boring.

890
00:37:28.875 --> 00:37:30.315
<00:37:28.875>They <00:37:29.091>didn't <00:37:29.307>get <00:37:29.523>a <00:37:29.739>mobile <00:37:29.955>phone <00:37:30.171>in

891
00:37:30.315 --> 00:37:31.355
<00:37:30.315>their <00:37:30.471>hand <00:37:30.627>and <00:37:30.783>then <00:37:30.939>play <00:37:31.095>this <00:37:31.251>game.

892
00:37:31.355 --> 00:37:33.275
<00:37:31.355>They're <00:37:31.530>just <00:37:31.705>like, <00:37:31.880>they'd <00:37:32.055>go <00:37:32.230>outside <00:37:32.405>and <00:37:32.580>do <00:37:32.755>something

893
00:37:33.295 --> 00:37:35.715
<00:37:33.295>and <00:37:33.495>find <00:37:33.695>something <00:37:33.895>to, <00:37:34.095>to <00:37:34.295>con <00:37:34.495>uh, <00:37:34.695>to

894
00:37:36.145 --> 00:37:37.145
<00:37:36.145>Find <00:37:36.445>something <00:37:36.745>to <00:37:37.045>do.

895
00:37:37.465 --> 00:37:38.515
<00:37:37.465>Yeah. <00:37:37.701>Yeah. <00:37:37.937>I <00:37:38.173>mean, <00:37:38.410>my,

896
00:37:38.535 --> 00:37:40.275
<00:37:38.535>my <00:37:38.734>parents <00:37:38.935>threw <00:37:39.134>me <00:37:39.335>out <00:37:39.535>at <00:37:39.734>the <00:37:39.935>breakfast

897
00:37:40.275 --> 00:37:41.755
<00:37:40.275>and <00:37:40.465>said <00:37:40.655>like, <00:37:40.845>don't <00:37:41.036>come <00:37:41.226>back <00:37:41.416>until <00:37:41.607>lunch.

898
00:37:41.775 --> 00:37:43.035
<00:37:41.775>We <00:37:41.937>don't <00:37:42.099>give <00:37:42.261>a <00:37:42.423>crap <00:37:42.585>what <00:37:42.747>you <00:37:42.908>do.

899
00:37:43.035 --> 00:37:44.355
<00:37:43.035>Like, <00:37:43.272>basically, <00:37:43.510>I <00:37:43.747>was <00:37:43.985>in <00:37:44.223>small

900
00:37:44.355 --> 00:37:45.555
<00:37:44.355>village <00:37:44.571>so <00:37:44.787>that <00:37:45.002>nothing <00:37:45.219>could <00:37:45.435>happen.

901
00:37:46.335 --> 00:37:48.475
<00:37:46.335>Uh, <00:37:46.490>and <00:37:46.646>I <00:37:46.801>find <00:37:46.957>it <00:37:47.112>right <00:37:47.268>now <00:37:47.423>here, <00:37:47.579>here, <00:37:47.735>I'm,

902
00:37:48.535 --> 00:37:49.795
<00:37:48.535>I'm <00:37:48.818>in <00:37:49.102>Kafu <00:37:49.385>in <00:37:49.669>Greece,

903
00:37:49.975 --> 00:37:52.195
<00:37:49.975>and <00:37:50.255>half <00:37:50.535>of <00:37:50.815>the <00:37:51.095>internet <00:37:51.375>connectivity,

904
00:37:52.195 --> 00:37:54.075
<00:37:52.195>or <00:37:52.475>the <00:37:52.755>mobile <00:37:53.035>connectivity <00:37:53.315>is <00:37:53.595>Albanian,

905
00:37:54.205 --> 00:37:55.595
<00:37:54.205>which <00:37:54.517>is <00:37:54.830>not <00:37:55.143>European <00:37:55.455>Union.

906
00:37:55.695 --> 00:37:57.715
<00:37:55.695>So <00:37:55.928>I <00:37:56.161>pay <00:37:56.395>actually <00:37:56.628>roaming <00:37:56.861>for <00:37:57.095>it.

907
00:37:58.215 --> 00:38:00.915
<00:37:58.215>So <00:37:58.342>when <00:37:58.469>I <00:37:58.596>now <00:37:58.724>go <00:37:58.851>out, <00:37:58.978>I've <00:37:59.105>actually <00:37:59.233>have <00:37:59.360>turned <00:37:59.487>off <00:37:59.615>my,

908
00:38:01.095 --> 00:38:02.875
<00:38:01.095>my <00:38:01.328>data <00:38:01.561>because <00:38:01.794>I, <00:38:02.028>I <00:38:02.261>don't <00:38:02.495>want

909
00:38:02.875 --> 00:38:05.715
<00:38:02.875>to <00:38:03.050>accidentally <00:38:03.225>get <00:38:03.400>like <00:38:03.575>a <00:38:03.750>50 <00:38:03.925>Euro <00:38:04.100>Euro <00:38:04.275>ticket.

910
00:38:06.675 --> 00:38:09.715
<00:38:06.675>And, <00:38:06.830>uh, <00:38:06.986>yeah, <00:38:07.141>I <00:38:07.297>didn't <00:38:07.452>take <00:38:07.608>my <00:38:07.763>phone <00:38:07.919>out <00:38:08.075>except

911
00:38:09.715 --> 00:38:10.915
<00:38:09.715>for <00:38:09.985>taking <00:38:10.255>pictures <00:38:10.525>of <00:38:10.795>cats.

912
00:38:11.095 --> 00:38:13.155
<00:38:11.095>And <00:38:11.294>that's <00:38:11.495>it. <00:38:11.694>And <00:38:11.895>it's <00:38:12.095>actually <00:38:12.294>really <00:38:12.495>cool

913
00:38:13.155 --> 00:38:14.395
<00:38:13.155>that <00:38:13.341>you <00:38:13.527>actually <00:38:13.713>kind <00:38:13.899>of <00:38:14.085>get <00:38:14.271>forced

914
00:38:14.395 --> 00:38:15.635
<00:38:14.395>to <00:38:14.581>do <00:38:14.767>that <00:38:14.953>from <00:38:15.139>time <00:38:15.325>to <00:38:15.511>time.

915
00:38:16.065 --> 00:38:18.035
<00:38:16.065>Yeah, <00:38:16.415>It's <00:38:16.765>an <00:38:17.115>interesting <00:38:17.465>bit.

916
00:38:19.135 --> 00:38:21.475
<00:38:19.135>Now, <00:38:19.290>uh, <00:38:19.446>let's <00:38:19.601>to <00:38:19.757>go <00:38:19.912>through <00:38:20.068>the <00:38:20.223>last <00:38:20.379>few <00:38:20.535>bits

917
00:38:21.475 --> 00:38:22.875
<00:38:21.475>before <00:38:21.685>we <00:38:21.895>actually <00:38:22.105>hand <00:38:22.315>over <00:38:22.525>to <00:38:22.735>you.

918
00:38:23.345 --> 00:38:25.475
<00:38:23.345>This <00:38:23.578>is <00:38:23.811>doing <00:38:24.044>the <00:38:24.278>rounds <00:38:24.511>right <00:38:24.745>now.

919
00:38:25.615 --> 00:38:27.875
<00:38:25.615>So <00:38:25.770>Luis <00:38:25.926>Fra, <00:38:26.081>who's <00:38:26.237>been <00:38:26.392>on <00:38:26.548>the <00:38:26.703>show <00:38:26.859>here <00:38:27.015>before

920
00:38:27.895 --> 00:38:29.355
<00:38:27.895>and <00:38:28.157>other <00:38:28.420>people <00:38:28.683>worked <00:38:28.946>on <00:38:29.209>that

921
00:38:29.355 --> 00:38:34.115
<00:38:29.355>before, <00:38:29.530>is <00:38:29.705>basically, <00:38:29.880>uh, <00:38:30.055>uh, <00:38:30.230>uh, <00:38:30.405>uh, <00:38:30.580>CLI <00:38:30.755>cards.

922
00:38:34.295 --> 00:38:36.325
<00:38:34.295>So <00:38:34.575>on, <00:38:34.855>uh, <00:38:35.135>on <00:38:35.415>the <00:38:35.695>CLI,

923
00:38:36.325 --> 00:38:38.005
<00:38:36.325>you <00:38:36.558>can <00:38:36.791>actually <00:38:37.024>create <00:38:37.258>a <00:38:37.491>business <00:38:37.725>card

924
00:38:38.305 --> 00:38:41.085
<00:38:38.305>and <00:38:38.432>she <00:38:38.559>has <00:38:38.686>a <00:38:38.814>step <00:38:38.941>by <00:38:39.068>step <00:38:39.195>instruction <00:38:39.323>how <00:38:39.450>to <00:38:39.577>do <00:38:39.705>that.

925
00:38:42.025 --> 00:38:45.125
<00:38:42.025>And <00:38:42.180>what <00:38:42.336>it <00:38:42.491>looks <00:38:42.647>like <00:38:42.802>when <00:38:42.958>I <00:38:43.113>turned <00:38:43.269>it <00:38:43.425>into

926
00:38:45.195 --> 00:38:46.565
<00:38:45.195>mine <00:38:45.606>is <00:38:46.017>like <00:38:46.428>here.

927
00:38:47.465 --> 00:38:51.045
<00:38:47.465>So <00:38:47.605>when <00:38:47.745>you <00:38:47.885>basically, <00:38:48.025>Ooh, <00:38:48.165>this <00:38:48.305>is <00:38:48.445>what <00:38:48.585>mine <00:38:48.725>looks <00:38:48.865>like.

928
00:38:51.045 --> 00:38:53.765
<00:38:51.045>So <00:38:51.172>you <00:38:51.299>got <00:38:51.426>an <00:38:51.554>ask <00:38:51.681>art <00:38:51.808>of <00:38:51.935>my, <00:38:52.063>of <00:38:52.190>my <00:38:52.317>photo, <00:38:52.445>oh,

929
00:38:53.985 --> 00:38:56.885
<00:38:53.985>and <00:38:54.125>all <00:38:54.265>you <00:38:54.405>have <00:38:54.545>to <00:38:54.685>do <00:38:54.825>is <00:38:54.965>NPX <00:38:55.105>code <00:38:55.245>poet <00:38:55.385>card,

930
00:38:57.105 --> 00:38:59.525
<00:38:57.105>and <00:38:57.338>then <00:38:57.571>it <00:38:57.805>actually <00:38:58.038>on <00:38:58.271>the <00:38:58.505>internet,

931
00:38:59.525 --> 00:39:02.485
<00:38:59.525>it <00:38:59.641>give <00:38:59.758>you <00:38:59.875>the <00:38:59.991>information <00:39:00.108>and <00:39:00.225>it <00:39:00.341>shows <00:39:00.458>you <00:39:00.575>how <00:39:00.691>to <00:39:00.808>do <00:39:00.925>that.

932
00:39:02.545 --> 00:39:03.885
<00:39:02.545>And <00:39:02.746>it's <00:39:02.947>kind <00:39:03.148>of <00:39:03.349>a <00:39:03.550>cute <00:39:03.751>idea.

933
00:39:04.585 --> 00:39:06.685
<00:39:04.585>Uh, <00:39:04.725>I <00:39:04.865>mean, <00:39:05.005>business <00:39:05.145>cards <00:39:05.285>have <00:39:05.425>been <00:39:05.565>dead <00:39:05.705>for <00:39:05.845>a <00:39:05.985>long,

934
00:39:06.685 --> 00:39:09.165
<00:39:06.685>long <00:39:06.860>time, <00:39:07.035>but <00:39:07.210>this <00:39:07.384>is <00:39:07.560>really, <00:39:07.735>it <00:39:07.910>just <00:39:08.085>shows

935
00:39:09.185 --> 00:39:10.925
<00:39:09.185>how <00:39:09.340>simple <00:39:09.496>it <00:39:09.651>is <00:39:09.807>to <00:39:09.962>do <00:39:10.118>these <00:39:10.273>kind <00:39:10.429>of <00:39:10.585>things.

936
00:39:11.035 --> 00:39:13.445
<00:39:11.035>It's <00:39:11.210>just <00:39:11.384>a <00:39:11.560>few <00:39:11.734>lines <00:39:11.910>of, <00:39:12.085>uh, <00:39:12.259>of <00:39:12.435>JavaScript

937
00:39:14.105 --> 00:39:15.725
<00:39:14.105>and, <00:39:14.455>uh, <00:39:14.805>it, <00:39:15.155>these <00:39:15.505>boxes,

938
00:39:15.975 --> 00:39:18.165
<00:39:15.975>eight <00:39:16.208>asky <00:39:16.441>things <00:39:16.674>are <00:39:16.908>very <00:39:17.141>cleverly <00:39:17.375>done.

939
00:39:18.225 --> 00:39:19.925
<00:39:18.225>So <00:39:18.400>it's, <00:39:18.575>it's <00:39:18.750>a <00:39:18.924>really <00:39:19.100>cute <00:39:19.275>thing <00:39:19.450>to <00:39:19.625>do.

940
00:39:20.425 --> 00:39:21.965
<00:39:20.425>And <00:39:20.623>I <00:39:20.821>thought <00:39:21.019>about <00:39:21.217>doing <00:39:21.415>more <00:39:21.613>of <00:39:21.811>those.

941
00:39:22.165 --> 00:39:24.645
<00:39:22.165>I <00:39:22.365>wonder <00:39:22.565>though, <00:39:22.765>like <00:39:22.965>if <00:39:23.165>that's <00:39:23.365>abusing <00:39:23.565>NPM,

942
00:39:25.235 --> 00:39:27.765
<00:39:25.235>like <00:39:25.410>should <00:39:25.585>you <00:39:25.760>host <00:39:25.935>stuff <00:39:26.110>like <00:39:26.285>that <00:39:26.460>on <00:39:26.635>MPM?

943
00:39:27.765 --> 00:39:29.005
<00:39:27.765>Does <00:39:27.988>it <00:39:28.211>really <00:39:28.434>make <00:39:28.657>sense? <00:39:28.881>Yeah,

944
00:39:29.005 --> 00:39:30.405
<00:39:29.005>but <00:39:29.215>I <00:39:29.425>mean, <00:39:29.635>who's <00:39:29.845>gonna <00:39:30.055>stop <00:39:30.265>you?

945
00:39:30.765 --> 00:39:35.565
<00:39:30.765>Right. <00:39:30.964>So, <00:39:31.165>uh, <00:39:31.365>yeah, <00:39:31.565>Tierney <00:39:31.765>worked <00:39:31.964>on <00:39:32.165>it.

946
00:39:35.625 --> 00:39:37.165
<00:39:35.625>He <00:39:35.823>worked <00:39:36.021>in <00:39:36.219>Microsoft <00:39:36.417>with <00:39:36.615>me <00:39:36.813>as <00:39:37.011>well,

947
00:39:37.165 --> 00:39:39.245
<00:39:37.165>and <00:39:37.340>David <00:39:37.515>Ne, <00:39:37.690>Reverend <00:39:37.865>Geek <00:39:38.040>then <00:39:38.215>made <00:39:38.390>it <00:39:38.565>perfect.

948
00:39:39.505 --> 00:39:40.925
<00:39:39.505>So <00:39:39.760>you <00:39:40.016>can <00:39:40.271>go <00:39:40.527>to <00:39:40.783>that

949
00:39:40.925 --> 00:39:42.685
<00:39:40.925>and <00:39:41.100>actually <00:39:41.275>fork <00:39:41.450>it <00:39:41.625>and <00:39:41.800>start <00:39:41.975>playing <00:39:42.150>with <00:39:42.325>it.

950
00:39:42.795 --> 00:39:45.445
<00:39:42.795>It's <00:39:42.950>quite <00:39:43.106>fun <00:39:43.261>to <00:39:43.417>do. <00:39:43.572>We <00:39:43.728>talked <00:39:43.883>about <00:39:44.039>this <00:39:44.195>before.

951
00:39:45.475 --> 00:39:47.725
<00:39:45.475>This <00:39:45.650>might <00:39:45.825>be <00:39:46.000>going <00:39:46.174>into <00:39:46.350>your <00:39:46.525>area <00:39:46.700>right <00:39:46.875>now.

952
00:39:47.885 --> 00:39:50.885
<00:39:47.885>I <00:39:48.025>found <00:39:48.165>it <00:39:48.305>very <00:39:48.445>interesting <00:39:48.585>that <00:39:48.725>the <00:39:48.865>price <00:39:49.005>per <00:39:49.145>token <00:39:49.285>bit

953
00:39:51.435 --> 00:39:54.105
<00:39:51.435>where <00:39:51.575>you <00:39:51.715>can <00:39:51.855>compare <00:39:51.995>if <00:39:52.134>you <00:39:52.275>want <00:39:52.415>to <00:39:52.555>see <00:39:52.695>different <00:39:52.835>models

954
00:39:54.205 --> 00:39:55.945
<00:39:54.205>and <00:39:54.380>how <00:39:54.555>much <00:39:54.730>money <00:39:54.904>you <00:39:55.080>would <00:39:55.255>pay <00:39:55.430>for <00:39:55.605>them.

955
00:39:56.885 --> 00:39:59.345
<00:39:56.885>And <00:39:57.085>I <00:39:57.285>found <00:39:57.485>this <00:39:57.685>an <00:39:57.885>interesting <00:39:58.085>bit <00:39:58.285>to,

956
00:39:59.405 --> 00:40:00.625
<00:39:59.405>for <00:39:59.679>people <00:39:59.954>to <00:40:00.228>save <00:40:00.503>money.

957
00:40:01.325 --> 00:40:04.105
<00:40:01.325>Uh, <00:40:01.500>how <00:40:01.674>do <00:40:01.850>you <00:40:02.024>think <00:40:02.200>about <00:40:02.375>that <00:40:02.549>as <00:40:02.725>somebody

958
00:40:04.105 --> 00:40:06.745
<00:40:04.105>who <00:40:04.338>is <00:40:04.571>obviously <00:40:04.805>kind <00:40:05.038>of <00:40:05.271>biased, <00:40:05.505>AWS

959
00:40:06.745 --> 00:40:09.865
<00:40:06.745>but <00:40:06.900>it's <00:40:07.056>interesting <00:40:07.211>how <00:40:07.367>much <00:40:07.522>money <00:40:07.678>you <00:40:07.833>can <00:40:07.989>waste, <00:40:08.145>uh,

960
00:40:09.885 --> 00:40:11.225
<00:40:09.885>by <00:40:10.126>using <00:40:10.367>the <00:40:10.608>wrong <00:40:10.849>model, <00:40:11.091>right?

961
00:40:12.065 --> 00:40:14.795
<00:40:12.065>Yeah. <00:40:12.220>Oh, <00:40:12.376>per <00:40:12.531>million <00:40:12.687>token, <00:40:12.842>I <00:40:12.998>was, <00:40:13.153>I <00:40:13.309>got <00:40:13.465>scared.

962
00:40:14.995 --> 00:40:16.395
<00:40:14.995>I <00:40:15.247>thought <00:40:15.499>it <00:40:15.750>was <00:40:16.003>Pro <00:40:16.255>Token,

963
00:40:16.775 --> 00:40:19.075
<00:40:16.775>and <00:40:16.950>then <00:40:17.125>I <00:40:17.300>saw <00:40:17.475>a <00:40:17.650>hundred <00:40:17.825>something <00:40:18.000>per <00:40:18.175>token.

964
00:40:19.195 --> 00:40:21.275
<00:40:19.195>I <00:40:19.370>was <00:40:19.545>like, <00:40:19.720>who <00:40:19.895>did, <00:40:20.070>who <00:40:20.245>does <00:40:20.420>that? <00:40:20.595>Yeah.

965
00:40:21.535 --> 00:40:23.795
<00:40:21.535>Um, <00:40:21.768>that's <00:40:22.001>actually <00:40:22.234>a <00:40:22.468>really <00:40:22.701>cool <00:40:22.935>website.

966
00:40:23.825 --> 00:40:26.035
<00:40:23.825>Like, <00:40:24.024>um, <00:40:24.225>I <00:40:24.424>have <00:40:24.625>didn't <00:40:24.825>know <00:40:25.024>about <00:40:25.225>it.

967
00:40:26.295 --> 00:40:29.895
<00:40:26.295>Um, <00:40:26.528>but <00:40:26.761>I <00:40:26.995>guess <00:40:27.228>it's <00:40:27.461>not <00:40:27.695>only,

968
00:40:31.325 --> 00:40:36.175
<00:40:31.325>well <00:40:31.500>for <00:40:31.674>cloud <00:40:31.850>providers, <00:40:32.024>um, <00:40:32.200>you, <00:40:32.375>you <00:40:32.549>have <00:40:32.725>probably

969
00:40:36.235 --> 00:40:39.575
<00:40:36.235>to, <00:40:36.435>uh, <00:40:36.635>to <00:40:36.835>take <00:40:37.035>into <00:40:37.235>account <00:40:37.435>also <00:40:37.635>compute.

970
00:40:39.925 --> 00:40:42.615
<00:40:39.925>It's <00:40:40.065>just, <00:40:40.205>or <00:40:40.345>is <00:40:40.485>it <00:40:40.625>just <00:40:40.765>to, <00:40:40.905>yeah, <00:40:41.045>it's <00:40:41.185>just <00:40:41.325>tokens.

971
00:40:42.615 --> 00:40:45.335
<00:40:42.615>So <00:40:42.848>yeah, <00:40:43.081>price <00:40:43.314>might <00:40:43.548>change <00:40:43.781>depending <00:40:44.015>on

972
00:40:45.335 --> 00:40:46.655
<00:40:45.335>where <00:40:45.632>you <00:40:45.929>host <00:40:46.226>your <00:40:46.523>model,

973
00:40:47.475 --> 00:40:48.475
<00:40:47.475>But <00:40:47.775>yeah. <00:40:48.075>Yeah, <00:40:48.375>that's

974
00:40:48.475 --> 00:40:49.895
<00:40:48.475>true. <00:40:48.794>That's <00:40:49.114>an <00:40:49.433>interesting <00:40:49.753>bit.

975
00:40:50.485 --> 00:40:54.015
<00:40:50.485>Then <00:40:50.640>there's <00:40:50.796>like <00:40:50.951>10 <00:40:51.107>MCP <00:40:51.262>servers <00:40:51.418>for <00:40:51.573>front <00:40:51.729>end <00:40:51.885>developers.

976
00:40:54.275 --> 00:40:56.335
<00:40:54.275>Um, <00:40:54.415>oh, <00:40:54.555>cool. <00:40:54.695>Dan, <00:40:54.835>have <00:40:54.975>you <00:40:55.115>taken <00:40:55.255>a <00:40:55.395>peek <00:40:55.535>at <00:40:55.675>that?

977
00:40:57.245 --> 00:40:58.935
<00:40:57.245>I've <00:40:57.400>not <00:40:57.556>really. <00:40:57.711>It <00:40:57.867>was <00:40:58.022>actually <00:40:58.178>one <00:40:58.333>that <00:40:58.489>was <00:40:58.645>on,

978
00:40:58.955 --> 00:41:01.975
<00:40:58.955>on <00:40:59.082>like <00:40:59.209>the, <00:40:59.336>uh, <00:40:59.464>um, <00:40:59.591>on <00:40:59.718>my <00:40:59.845>list, <00:40:59.973>I <00:41:00.100>suppose, <00:41:00.227>for <00:41:00.355>something

979
00:41:01.975 --> 00:41:03.335
<00:41:01.975>to <00:41:02.127>write <00:41:02.281>an <00:41:02.433>article <00:41:02.587>on, <00:41:02.740>because <00:41:02.893>it's <00:41:03.046>something <00:41:03.199>that,

980
00:41:03.595 --> 00:41:05.535
<00:41:03.595>you <00:41:03.794>know, <00:41:03.995>I've <00:41:04.194>not <00:41:04.395>really <00:41:04.595>sort <00:41:04.794>of, <00:41:04.995>um,

981
00:41:06.085 --> 00:41:07.535
<00:41:06.085>dove <00:41:06.411>in <00:41:06.737>really <00:41:07.063>to <00:41:07.390>MTP.

982
00:41:07.535 --> 00:41:09.495
<00:41:07.535>It's, <00:41:07.710>it's <00:41:07.884>something <00:41:08.060>that <00:41:08.234>I've, <00:41:08.410>I've <00:41:08.585>almost <00:41:08.759>felt <00:41:08.935>needed

983
00:41:09.495 --> 00:41:10.535
<00:41:09.495>that <00:41:09.729>time <00:41:09.962>to <00:41:10.196>settle <00:41:10.431>down

984
00:41:10.535 --> 00:41:12.175
<00:41:10.535>because <00:41:10.734>you <00:41:10.935>see <00:41:11.134>so <00:41:11.335>much <00:41:11.535>talk <00:41:11.734>about <00:41:11.935>it

985
00:41:12.175 --> 00:41:14.935
<00:41:12.175>and <00:41:12.291>so <00:41:12.408>much, <00:41:12.525>like <00:41:12.641>this <00:41:12.758>is <00:41:12.875>the, <00:41:12.991>a <00:41:13.108>game <00:41:13.225>changer <00:41:13.341>was <00:41:13.458>the <00:41:13.575>kind

986
00:41:14.935 --> 00:41:16.215
<00:41:14.935>of, <00:41:15.099>uh, <00:41:15.264>thing <00:41:15.428>that <00:41:15.593>maybe <00:41:15.757>put <00:41:15.922>me <00:41:16.087>off

987
00:41:16.215 --> 00:41:17.815
<00:41:16.215>because <00:41:16.495>you <00:41:16.775>go <00:41:17.055>another <00:41:17.335>game <00:41:17.615>changer.

988
00:41:18.045 --> 00:41:20.735
<00:41:18.045>I'll <00:41:18.172>hold <00:41:18.299>a <00:41:18.426>few <00:41:18.554>weeks <00:41:18.681>and <00:41:18.808>see <00:41:18.935>if <00:41:19.063>this, <00:41:19.190>uh, <00:41:19.317>actually <00:41:19.445>is,

989
00:41:20.835 --> 00:41:22.295
<00:41:20.835>is <00:41:21.097>the <00:41:21.360>game, <00:41:21.623>the <00:41:21.886>game <00:41:22.149>changer.

990
00:41:22.555 --> 00:41:24.535
<00:41:22.555>But, <00:41:22.694>but <00:41:22.835>I <00:41:22.975>do <00:41:23.115>like <00:41:23.254>the <00:41:23.395>fact <00:41:23.535>that <00:41:23.674>now <00:41:23.815>we're <00:41:23.955>starting

991
00:41:24.535 --> 00:41:26.095
<00:41:24.535>to <00:41:24.734>see <00:41:24.935>things <00:41:25.134>like <00:41:25.335>this <00:41:25.535>where, <00:41:25.734>you <00:41:25.935>know,

992
00:41:26.095 --> 00:41:28.775
<00:41:26.095>people <00:41:26.270>can <00:41:26.444>consolidate <00:41:26.620>down <00:41:26.794>all <00:41:26.970>that <00:41:27.145>information <00:41:27.319>into <00:41:27.495>like,

993
00:41:29.035 --> 00:41:30.295
<00:41:29.035>here's <00:41:29.318>somewhere <00:41:29.602>to <00:41:29.885>get <00:41:30.169>started.

994
00:41:30.515 --> 00:41:32.855
<00:41:30.515>So <00:41:30.690>yeah, <00:41:30.865>we'll, <00:41:31.040>we'll, <00:41:31.214>we'll <00:41:31.390>maybe <00:41:31.565>do <00:41:31.740>it <00:41:31.915>ourselves,

995
00:41:32.985 --> 00:41:34.885
<00:41:32.985>you <00:41:33.140>know, <00:41:33.296>test <00:41:33.451>on <00:41:33.607>ourselves, <00:41:33.762>see <00:41:33.918>how <00:41:34.073>we <00:41:34.229>get <00:41:34.385>on,

996
00:41:34.885 --> 00:41:36.045
<00:41:34.885>and <00:41:35.059>then <00:41:35.233>turn <00:41:35.407>it <00:41:35.581>into <00:41:35.755>an <00:41:35.929>article.

997
00:41:36.885 --> 00:41:38.615
<00:41:36.885>This <00:41:37.235>was <00:41:37.585>also <00:41:37.935>interesting, <00:41:38.285>uh,

998
00:41:39.035 --> 00:41:41.295
<00:41:39.035>dot <00:41:39.268>dot <00:41:39.501>reverse <00:41:39.734>find <00:41:39.968>is <00:41:40.201>actually <00:41:40.435>really,

999
00:41:41.295 --> 00:41:42.895
<00:41:41.295>really <00:41:41.761>slow <00:41:42.228>in <00:41:42.695>JavaScript.

1000
00:41:42.915 --> 00:41:44.815
<00:41:42.915>And <00:41:43.115>that's <00:41:43.315>Find <00:41:43.515>Last, <00:41:43.715>which <00:41:43.915>is <00:41:44.115>now <00:41:44.315>part

1001
00:41:44.815 --> 00:41:45.975
<00:41:44.815>of <00:41:45.023>JavaScript <00:41:45.232>to <00:41:45.441>make <00:41:45.650>it <00:41:45.859>faster.

1002
00:41:46.845 --> 00:41:50.055
<00:41:46.845>I've <00:41:46.984>never <00:41:47.125>done <00:41:47.265>that. <00:41:47.404>I, <00:41:47.544>uh, <00:41:47.685>I <00:41:47.825>never <00:41:47.964>reversed <00:41:48.105>an <00:41:48.245>array.

1003
00:41:50.295 --> 00:41:51.615
<00:41:50.295>I <00:41:50.532>normally <00:41:50.770>just <00:41:51.007>loop <00:41:51.245>through <00:41:51.482>it

1004
00:41:51.655 --> 00:41:53.055
<00:41:51.655>and <00:41:51.835>do <00:41:52.015>a <00:41:52.195>find <00:41:52.375>on <00:41:52.555>the <00:41:52.735>first <00:41:52.915>thing.

1005
00:41:53.155 --> 00:41:55.735
<00:41:53.155>Uh, <00:41:53.310>but <00:41:53.466>I <00:41:53.621>think <00:41:53.777>if <00:41:53.932>the <00:41:54.088>array <00:41:54.243>is <00:41:54.399>so <00:41:54.555>big

1006
00:41:55.735 --> 00:41:57.495
<00:41:55.735>that <00:41:55.910>actually <00:41:56.085>you <00:41:56.260>have <00:41:56.435>to <00:41:56.610>do <00:41:56.785>a <00:41:56.960>find <00:41:57.135>last,

1007
00:41:57.495 --> 00:41:59.295
<00:41:57.495>then <00:41:57.728>there <00:41:57.961>was <00:41:58.194>a <00:41:58.428>problem <00:41:58.661>generating <00:41:58.895>it.

1008
00:41:59.915 --> 00:42:01.015
<00:41:59.915>But <00:42:00.162>it's <00:42:00.410>interesting <00:42:00.657>to <00:42:00.904>see

1009
00:42:01.015 --> 00:42:03.295
<00:42:01.015>that <00:42:01.170>Java's <00:42:01.326>capacit <00:42:01.481>these <00:42:01.637>new <00:42:01.792>methods <00:42:01.948>from <00:42:02.103>time <00:42:02.259>to <00:42:02.415>time

1010
00:42:03.295 --> 00:42:04.655
<00:42:03.295>that <00:42:03.601>people <00:42:03.907>completely <00:42:04.213>forget <00:42:04.519>about.

1011
00:42:04.655 --> 00:42:07.335
<00:42:04.655>And <00:42:04.795>just <00:42:04.935>this <00:42:05.075>article <00:42:05.215>made <00:42:05.355>it <00:42:05.495>made <00:42:05.635>re <00:42:05.775>remind <00:42:05.915>about <00:42:06.055>it.

1012
00:42:07.835 --> 00:42:10.295
<00:42:07.835>So <00:42:08.035>if <00:42:08.235>you <00:42:08.435>think <00:42:08.635>about <00:42:08.835>writing, <00:42:09.035>uh, <00:42:09.235>uh,

1013
00:42:10.435 --> 00:42:12.375
<00:42:10.435>and <00:42:10.668>we're <00:42:10.901>gonna <00:42:11.134>open <00:42:11.368>soon <00:42:11.601>our <00:42:11.835>magazine

1014
00:42:12.375 --> 00:42:13.495
<00:42:12.375>for <00:42:12.627>guest <00:42:12.879>writers <00:42:13.131>as <00:42:13.383>well.

1015
00:42:13.875 --> 00:42:15.855
<00:42:13.875>If <00:42:14.108>you <00:42:14.341>think <00:42:14.575>about <00:42:14.808>writing <00:42:15.041>technical <00:42:15.275>articles,

1016
00:42:15.855 --> 00:42:18.015
<00:42:15.855>there's <00:42:16.030>always <00:42:16.205>this <00:42:16.380>one <00:42:16.555>bit <00:42:16.730>that <00:42:16.905>people <00:42:17.080>forget <00:42:17.255>about.

1017
00:42:18.505 --> 00:42:20.395
<00:42:18.505>There's <00:42:18.705>one <00:42:18.905>thing <00:42:19.105>that <00:42:19.305>I, <00:42:19.505>that's <00:42:19.705>like, <00:42:19.905>oh,

1018
00:42:20.395 --> 00:42:21.595
<00:42:20.395>that's <00:42:20.755>actually <00:42:21.115>so <00:42:21.475>useful.

1019
00:42:21.755 --> 00:42:23.715
<00:42:21.755>I <00:42:21.930>never <00:42:22.105>thought <00:42:22.280>about <00:42:22.455>it. <00:42:22.630>And <00:42:22.805>these <00:42:22.980>are <00:42:23.155>really

1020
00:42:23.715 --> 00:42:24.795
<00:42:23.715>successful <00:42:24.201>blog <00:42:24.687>posts.

1021
00:42:24.875 --> 00:42:26.195
<00:42:24.875>I <00:42:25.044>really <00:42:25.214>think <00:42:25.384>we <00:42:25.553>need <00:42:25.723>more <00:42:25.893>of <00:42:26.063>those

1022
00:42:26.215 --> 00:42:27.715
<00:42:26.215>and <00:42:26.485>less <00:42:26.755>of <00:42:27.025>the <00:42:27.295>like, <00:42:27.565>here's

1023
00:42:27.715 --> 00:42:30.155
<00:42:27.715>what <00:42:27.842>I <00:42:27.969>think <00:42:28.096>AI <00:42:28.224>is <00:42:28.351>gonna <00:42:28.478>be <00:42:28.605>in <00:42:28.733>the <00:42:28.860>next <00:42:28.987>three <00:42:29.115>weeks.

1024
00:42:30.515 --> 00:42:32.435
<00:42:30.515>'cause <00:42:30.714>no, <00:42:30.915>it's, <00:42:31.115>you're <00:42:31.315>not, <00:42:31.515>you're <00:42:31.714>not <00:42:31.915>knowing

1025
00:42:32.435 --> 00:42:34.105
<00:42:32.435>that <00:42:33.134>last <00:42:33.835>bit.

1026
00:42:34.285 --> 00:42:38.465
<00:42:34.285>Um, <00:42:34.440>also <00:42:34.596>very <00:42:34.751>interesting, <00:42:34.907>uh, <00:42:35.062>cinder <00:42:35.218>Soho <00:42:35.373>always <00:42:35.529>comes <00:42:35.685>up

1027
00:42:38.465 --> 00:42:40.945
<00:42:38.465>with <00:42:38.620>like, <00:42:38.776>really, <00:42:38.931>really <00:42:39.087>cool <00:42:39.242>little <00:42:39.398>use <00:42:39.553>for <00:42:39.709>use <00:42:39.865>cases.

1028
00:42:41.045 --> 00:42:43.825
<00:42:41.045>Lovely <00:42:41.245>guy. <00:42:41.445>Uh, <00:42:41.645>really <00:42:41.845>interesting <00:42:42.045>to <00:42:42.245>talk <00:42:42.445>to.

1029
00:42:43.825 --> 00:42:44.825
<00:42:43.825>We <00:42:43.953>should <00:42:44.082>get <00:42:44.210>him <00:42:44.339>on <00:42:44.467>the <00:42:44.596>show <00:42:44.725>here,

1030
00:42:44.825 --> 00:42:46.865
<00:42:44.825>but <00:42:44.952>I <00:42:45.079>think <00:42:45.206>he's <00:42:45.334>in <00:42:45.461>San <00:42:45.588>Francisco, <00:42:45.715>so <00:42:45.843>that's <00:42:45.970>a <00:42:46.097>tricky <00:42:46.225>bit.

1031
00:42:47.365 --> 00:42:51.265
<00:42:47.365>But <00:42:47.520>he <00:42:47.676>has <00:42:47.831>this <00:42:47.987>trash <00:42:48.142>module, <00:42:48.298>which <00:42:48.453>basically <00:42:48.609>allows <00:42:48.765>you

1032
00:42:51.265 --> 00:42:54.505
<00:42:51.265>to <00:42:51.440>actually <00:42:51.615>send, <00:42:51.790>uh, <00:42:51.964>delete <00:42:52.140>things <00:42:52.315>in <00:42:52.490>your <00:42:52.665>app

1033
00:42:54.505 --> 00:42:56.745
<00:42:54.505>and <00:42:54.660>send <00:42:54.816>them <00:42:54.971>to <00:42:55.127>the <00:42:55.282>trash <00:42:55.438>of <00:42:55.593>the <00:42:55.749>operating <00:42:55.905>system.

1034
00:42:57.625 --> 00:42:59.905
<00:42:57.625>'cause <00:42:57.780>a <00:42:57.936>lot <00:42:58.091>of <00:42:58.247>apps <00:42:58.402>actually <00:42:58.558>delete <00:42:58.713>things <00:42:58.869>without <00:42:59.025>you

1035
00:42:59.905 --> 00:43:01.305
<00:42:59.905>having <00:43:00.157>a <00:43:00.409>chance <00:43:00.661>to <00:43:00.913>renew <00:43:01.165>them.

1036
00:43:01.955 --> 00:43:04.415
<00:43:01.955>So <00:43:02.095>this <00:43:02.235>actually, <00:43:02.375>when <00:43:02.515>you <00:43:02.654>use <00:43:02.795>it <00:43:02.935>in <00:43:03.075>your <00:43:03.215>own <00:43:03.355>app

1037
00:43:04.595 --> 00:43:07.375
<00:43:04.595>and <00:43:04.770>it <00:43:04.944>has <00:43:05.120>like <00:43:05.294>different <00:43:05.470>languages, <00:43:05.645>like <00:43:05.819>NPM <00:43:05.995>here,

1038
00:43:07.715 --> 00:43:10.335
<00:43:07.715>it <00:43:07.870>actually <00:43:08.026>sends <00:43:08.181>it <00:43:08.337>into <00:43:08.492>the, <00:43:08.648>uh, <00:43:08.803>into <00:43:08.959>the, <00:43:09.115>uh,

1039
00:43:10.335 --> 00:43:13.175
<00:43:10.335>into <00:43:10.490>the <00:43:10.646>trash <00:43:10.801>of <00:43:10.957>the <00:43:11.112>operating <00:43:11.268>system <00:43:11.423>rather <00:43:11.579>than <00:43:11.735>just

1040
00:43:13.175 --> 00:43:15.095
<00:43:13.175>deleting <00:43:13.408>it <00:43:13.641>so <00:43:13.875>you <00:43:14.108>can <00:43:14.341>undo <00:43:14.575>it

1041
00:43:15.115 --> 00:43:16.415
<00:43:15.115>and <00:43:15.282>send <00:43:15.449>it <00:43:15.616>back <00:43:15.783>if <00:43:15.950>you <00:43:16.117>need <00:43:16.285>to.

1042
00:43:16.835 --> 00:43:18.975
<00:43:16.835>And <00:43:17.010>I <00:43:17.185>think <00:43:17.360>that's <00:43:17.535>a <00:43:17.710>very <00:43:17.885>interesting <00:43:18.060>use <00:43:18.235>case

1043
00:43:18.975 --> 00:43:21.215
<00:43:18.975>that <00:43:19.130>not <00:43:19.286>many <00:43:19.441>people <00:43:19.597>have <00:43:19.752>thought <00:43:19.908>of <00:43:20.063>that <00:43:20.219>basically <00:43:20.375>like,

1044
00:43:21.215 --> 00:43:23.975
<00:43:21.215>yeah, <00:43:21.415>it <00:43:21.615>should <00:43:21.815>be <00:43:22.015>integrating <00:43:22.215>with <00:43:22.415>the <00:43:22.615>rest

1045
00:43:23.975 --> 00:43:25.495
<00:43:23.975>of <00:43:24.248>the <00:43:24.522>operating <00:43:24.795>system <00:43:25.069>that <00:43:25.343>way.

1046
00:43:25.555 --> 00:43:27.775
<00:43:25.555>So <00:43:25.694>it's <00:43:25.835>a <00:43:25.975>very <00:43:26.115>simple <00:43:26.254>tool <00:43:26.395>that <00:43:26.535>actually <00:43:26.674>does <00:43:26.815>that <00:43:26.955>job.

1047
00:43:29.555 --> 00:43:32.765
<00:43:29.555>Cool. <00:43:29.671>And <00:43:29.788>I <00:43:29.904>think <00:43:30.021>that's <00:43:30.138>all <00:43:30.254>the <00:43:30.371>topics <00:43:30.488>that <00:43:30.605>we <00:43:30.721>had <00:43:30.838>so <00:43:30.955>far,

1048
00:43:32.825 --> 00:43:34.645
<00:43:32.825>and <00:43:32.980>we <00:43:33.136>asked <00:43:33.291>you <00:43:33.447>over <00:43:33.602>time, <00:43:33.758>but <00:43:33.913>it <00:43:34.069>doesn't <00:43:34.225>matter

1049
00:43:34.645 --> 00:43:36.845
<00:43:34.645>because <00:43:34.785>we're <00:43:34.925>gonna <00:43:35.065>listen <00:43:35.205>to <00:43:35.345>you <00:43:35.485>longer <00:43:35.625>than <00:43:35.765>you <00:43:35.905>need <00:43:36.045>to.

1050
00:43:37.185 --> 00:43:39.445
<00:43:37.185>You <00:43:37.301>said <00:43:37.418>it <00:43:37.535>gonna <00:43:37.651>do <00:43:37.768>a <00:43:37.884>live <00:43:38.001>thing, <00:43:38.118>so <00:43:38.235>we <00:43:38.351>don't <00:43:38.468>know <00:43:38.585>yet.

1051
00:43:39.755 --> 00:43:42.605
<00:43:39.755>Well, <00:43:39.882>I <00:43:40.009>mean, <00:43:40.136>the <00:43:40.264>topic <00:43:40.391>is <00:43:40.518>now <00:43:40.645>going <00:43:40.773>to <00:43:40.900>d <00:43:41.027>and <00:43:41.155>d

1052
00:43:42.625 --> 00:43:44.965
<00:43:42.625>and <00:43:42.800>going <00:43:42.975>to <00:43:43.150>AWS <00:43:43.325>and <00:43:43.500>AI <00:43:43.675>to <00:43:43.850>use <00:43:44.025>it.

1053
00:43:45.425 --> 00:43:48.565
<00:43:45.425>But <00:43:45.552>first <00:43:45.679>I <00:43:45.806>got <00:43:45.934>a <00:43:46.061>question <00:43:46.188>for <00:43:46.315>you. <00:43:46.443>What <00:43:46.570>is <00:43:46.697>eight <00:43:46.825>Hobits?

1054
00:43:50.855 --> 00:43:55.555
<00:43:50.855>What <00:43:51.088>is <00:43:51.321>eight <00:43:51.555>Hobbit? <00:43:51.788>Um, <00:43:52.021>oh <00:43:52.255>God,

1055
00:43:56.385 --> 00:43:57.955
<00:43:56.385>It's <00:43:56.665>one <00:43:56.945>ho <00:43:57.225>it's <00:43:57.505>one <00:43:57.785>hot.

1056
00:44:08.575 --> 00:44:11.035
<00:44:08.575>Can <00:44:08.730>can <00:44:08.886>a <00:44:09.041>joke <00:44:09.197>be <00:44:09.352>more <00:44:09.508>nerdy <00:44:09.663>than <00:44:09.819>this <00:44:09.975>one?

1057
00:44:15.795 --> 00:44:17.595
<00:44:15.795>I <00:44:16.145>try, <00:44:16.495>I <00:44:16.845>try. <00:44:17.195>Yeah,

1058
00:44:17.995 --> 00:44:19.155
<00:44:17.995>I <00:44:18.169>do <00:44:18.343>my, <00:44:18.517>I <00:44:18.691>do <00:44:18.865>my <00:44:19.039>best.

1059
00:44:19.495 --> 00:44:21.435
<00:44:19.495>So <00:44:19.622>Tiffany, <00:44:19.749>what <00:44:19.876>are <00:44:20.004>you <00:44:20.131>gonna, <00:44:20.258>what <00:44:20.385>do <00:44:20.513>you <00:44:20.640>got <00:44:20.767>for <00:44:20.895>us

1060
00:44:21.535 --> 00:44:23.475
<00:44:21.535>as <00:44:21.690>a <00:44:21.846>guest <00:44:22.001>topic <00:44:22.157>that <00:44:22.312>you <00:44:22.468>want <00:44:22.623>to <00:44:22.779>show <00:44:22.935>us?

1061
00:44:23.495 --> 00:44:25.435
<00:44:23.495>Now? <00:44:23.670>I <00:44:23.845>got <00:44:24.020>you <00:44:24.194>completely <00:44:24.370>out <00:44:24.545>of, <00:44:24.720>uh, <00:44:24.895>uh,

1062
00:44:25.435 --> 00:44:27.035
<00:44:25.435>your, <00:44:25.901>your <00:44:26.368>concentration. <00:44:26.835>Yeah.

1063
00:44:27.375 --> 00:44:31.965
<00:44:27.375>Um, <00:44:27.530>so, <00:44:27.686>so, <00:44:27.841>uh, <00:44:27.997>yeah, <00:44:28.152>I'll <00:44:28.308>be <00:44:28.463>talking <00:44:28.619>about <00:44:28.775>how

1064
00:44:31.985 --> 00:44:36.285
<00:44:31.985>to <00:44:32.140>build <00:44:32.296>a, <00:44:32.451>um, <00:44:32.607>game <00:44:32.762>master, <00:44:32.918>uh, <00:44:33.073>with <00:44:33.229>STRs <00:44:33.385>agents.

1065
00:44:36.785 --> 00:44:39.685
<00:44:36.785>Um, <00:44:36.984>I'll <00:44:37.185>show <00:44:37.384>you <00:44:37.585>how <00:44:37.785>to <00:44:37.984>use, <00:44:38.185>uh,

1066
00:44:40.075 --> 00:44:42.845
<00:44:40.075>this <00:44:40.308>Strands <00:44:40.541>agents <00:44:40.774>is <00:44:41.008>an <00:44:41.241>SDK, <00:44:41.475>uh,

1067
00:44:42.845 --> 00:44:46.245
<00:44:42.845>that <00:44:43.000>we <00:44:43.156>open <00:44:43.311>source <00:44:43.467>at <00:44:43.622>AWS, <00:44:43.778>um, <00:44:43.933>that <00:44:44.089>allows <00:44:44.245>you

1068
00:44:46.245 --> 00:44:48.365
<00:44:46.245>to <00:44:46.400>build <00:44:46.556>agents <00:44:46.711>in <00:44:46.867>just <00:44:47.022>a <00:44:47.178>few <00:44:47.333>lines <00:44:47.489>of <00:44:47.645>code.

1069
00:44:48.465 --> 00:44:50.365
<00:44:48.465>And <00:44:48.698>I'll, <00:44:48.931>I <00:44:49.165>have <00:44:49.398>a <00:44:49.631>few <00:44:49.865>slides

1070
00:44:50.425 --> 00:44:53.285
<00:44:50.425>before, <00:44:50.625>um, <00:44:50.825>just <00:44:51.025>to <00:44:51.225>make <00:44:51.425>sure <00:44:51.625>that, <00:44:51.825>um,

1071
00:44:53.285 --> 00:44:54.805
<00:44:53.285>everybody <00:44:53.969>understands <00:44:54.653>what's,

1072
00:45:04.215 --> 00:45:06.195
<00:45:04.215>I'm <00:45:04.415>gonna <00:45:04.615>start <00:45:04.815>with <00:45:05.015>what <00:45:05.215>an <00:45:05.415>agent <00:45:05.615>is.

1073
00:45:07.055 --> 00:45:11.115
<00:45:07.055>You <00:45:07.254>used <00:45:07.455>most <00:45:07.654>probably, <00:45:07.855>you <00:45:08.055>know, <00:45:08.254>LLMs, <00:45:08.455>uh,

1074
00:45:11.115 --> 00:45:14.515
<00:45:11.115>which <00:45:11.290>are <00:45:11.464>large <00:45:11.640>language <00:45:11.814>models <00:45:11.990>that <00:45:12.165>are <00:45:12.339>basically <00:45:12.515>uhis

1075
00:45:14.515 --> 00:45:15.835
<00:45:14.515>that <00:45:14.812>you <00:45:15.109>can <00:45:15.406>talk <00:45:15.703>to.

1076
00:45:16.055 --> 00:45:18.075
<00:45:16.055>So <00:45:16.288>you <00:45:16.521>can <00:45:16.754>think <00:45:16.988>of <00:45:17.221>Chachi, <00:45:17.455>bt,

1077
00:45:18.135 --> 00:45:21.635
<00:45:18.135>but <00:45:18.290>there's <00:45:18.446>just <00:45:18.601>a <00:45:18.757>lot <00:45:18.912>of <00:45:19.068>others, <00:45:19.223>um, <00:45:19.379>LLMs, <00:45:19.535>uh,

1078
00:45:21.665 --> 00:45:24.595
<00:45:21.665>that <00:45:21.865>have <00:45:22.065>this <00:45:22.265>capacity <00:45:22.465>of <00:45:22.665>conversing <00:45:22.865>with <00:45:23.065>you.

1079
00:45:25.255 --> 00:45:28.355
<00:45:25.255>Um, <00:45:25.605>agents <00:45:25.955>are <00:45:26.305>the <00:45:26.655>step

1080
00:45:28.405 --> 00:45:32.715
<00:45:28.405>after, <00:45:28.560>which <00:45:28.716>is <00:45:28.871>basically <00:45:29.027>LLMs <00:45:29.182>that <00:45:29.338>have <00:45:29.493>access <00:45:29.649>to <00:45:29.805>tools.

1081
00:45:33.475 --> 00:45:35.915
<00:45:33.475>I <00:45:33.708>like <00:45:33.941>to, <00:45:34.174>uh, <00:45:34.408>make <00:45:34.641>the <00:45:34.875>image

1082
00:45:35.915 --> 00:45:38.955
<00:45:35.915>of <00:45:36.070>the <00:45:36.226>agent <00:45:36.381>is <00:45:36.537>a <00:45:36.692>cha <00:45:36.848>g <00:45:37.003>PT <00:45:37.159>with <00:45:37.315>hands.

1083
00:45:39.615 --> 00:45:43.395
<00:45:39.615>So <00:45:39.770>it's, <00:45:39.926>um, <00:45:40.081>an <00:45:40.237>LLM <00:45:40.392>that <00:45:40.548>you <00:45:40.703>can <00:45:40.859>converse <00:45:41.015>with,

1084
00:45:43.935 --> 00:45:45.995
<00:45:43.935>but <00:45:44.134>it <00:45:44.335>can <00:45:44.535>also <00:45:44.735>do <00:45:44.935>actions <00:45:45.134>for <00:45:45.335>you.

1085
00:45:46.535 --> 00:45:49.475
<00:45:46.535>And <00:45:46.690>that's <00:45:46.846>the <00:45:47.001>step <00:45:47.157>we <00:45:47.312>were <00:45:47.468>missing <00:45:47.623>if <00:45:47.779>you <00:45:47.935>wanted

1086
00:45:49.495 --> 00:45:51.595
<00:45:49.495>to <00:45:49.694>have <00:45:49.895>like <00:45:50.095>a, <00:45:50.295>a <00:45:50.495>Jarvis <00:45:50.694>for <00:45:50.895>example.

1087
00:45:52.215 --> 00:45:56.235
<00:45:52.215>Um, <00:45:52.370>so <00:45:52.526>basically <00:45:52.681>like <00:45:52.837>if <00:45:52.992>you <00:45:53.148>ask <00:45:53.303>something <00:45:53.459>like, <00:45:53.615>um,

1088
00:45:56.715 --> 00:46:00.195
<00:45:56.715>I <00:45:56.842>don't <00:45:56.969>know, <00:45:57.096>uh, <00:45:57.224>book <00:45:57.351>a <00:45:57.478>training <00:45:57.605>ticket <00:45:57.733>for <00:45:57.860>me <00:45:57.987>to <00:45:58.115>go

1089
00:46:00.195 --> 00:46:03.955
<00:46:00.195>to <00:46:00.335>London, <00:46:00.475>um, <00:46:00.615>then <00:46:00.755>chat <00:46:00.895>GPT <00:46:01.035>isn't <00:46:01.175>able <00:46:01.315>to <00:46:01.455>do <00:46:01.595>that

1090
00:46:03.955 --> 00:46:06.315
<00:46:03.955>because <00:46:04.188>it <00:46:04.421>doesn't <00:46:04.654>have <00:46:04.888>access <00:46:05.121>to, <00:46:05.355>uh,

1091
00:46:06.655 --> 00:46:08.355
<00:46:06.655>the, <00:46:07.121>your <00:46:07.588>credit <00:46:08.055>card.

1092
00:46:08.355 --> 00:46:10.835
<00:46:08.355>And <00:46:08.530>it <00:46:08.705>couldn't, <00:46:08.880>it <00:46:09.055>cannot <00:46:09.230>go <00:46:09.405>to <00:46:09.580>the <00:46:09.755>website

1093
00:46:10.855 --> 00:46:13.275
<00:46:10.855>and <00:46:11.055>they <00:46:11.255>book <00:46:11.455>the, <00:46:11.655>the <00:46:11.855>train <00:46:12.055>for <00:46:12.255>you.

1094
00:46:13.615 --> 00:46:17.035
<00:46:13.615>But <00:46:13.722>if <00:46:13.830>you <00:46:13.938>give <00:46:14.045>it <00:46:14.153>the <00:46:14.261>API <00:46:14.368>calls, <00:46:14.476>if <00:46:14.584>you <00:46:14.691>give <00:46:14.799>it <00:46:14.907>all, <00:46:15.015>all

1095
00:46:17.035 --> 00:46:20.715
<00:46:17.035>of <00:46:17.190>the <00:46:17.346>informations <00:46:17.501>that <00:46:17.657>it, <00:46:17.812>it <00:46:17.968>should <00:46:18.123>have <00:46:18.279>access <00:46:18.435>to,

1096
00:46:20.735 --> 00:46:22.875
<00:46:20.735>to <00:46:20.935>do <00:46:21.135>the <00:46:21.335>act, <00:46:21.535>to <00:46:21.735>perform <00:46:21.935>the <00:46:22.135>action,

1097
00:46:23.305 --> 00:46:25.875
<00:46:23.305>then <00:46:23.538>your <00:46:23.771>LLM <00:46:24.004>is <00:46:24.238>basically <00:46:24.471>an <00:46:24.705>agent.

1098
00:46:26.095 --> 00:46:28.075
<00:46:26.095>So <00:46:26.294>it <00:46:26.495>has <00:46:26.694>agency, <00:46:26.895>it <00:46:27.095>can <00:46:27.294>do <00:46:27.495>things.

1099
00:46:28.895 --> 00:46:33.075
<00:46:28.895>Um, <00:46:29.095>so <00:46:29.295>tools <00:46:29.495>can <00:46:29.695>be, <00:46:29.895>uh, <00:46:30.095>different <00:46:30.295>things.

1100
00:46:33.505 --> 00:46:37.555
<00:46:33.505>They <00:46:33.680>can <00:46:33.855>be, <00:46:34.030>uh, <00:46:34.205>functions, <00:46:34.380>uh, <00:46:34.555>uh, <00:46:34.730>running <00:46:34.905>locally.

1101
00:46:37.785 --> 00:46:39.595
<00:46:37.785>They <00:46:38.018>can <00:46:38.251>be <00:46:38.484>functions <00:46:38.718>running <00:46:38.951>on <00:46:39.185>service.

1102
00:46:40.105 --> 00:46:41.515
<00:46:40.105>They <00:46:40.528>can <00:46:40.951>be <00:46:41.374>Lambda.

1103
00:46:41.695 --> 00:46:45.995
<00:46:41.695>Uh, <00:46:41.811>they, <00:46:41.928>they <00:46:42.045>can <00:46:42.161>be, <00:46:42.278>um, <00:46:42.395>um, <00:46:42.511>it <00:46:42.628>can <00:46:42.745>be <00:46:42.861>also <00:46:42.978>a <00:46:43.095>database,

1104
00:46:46.175 --> 00:46:50.315
<00:46:46.175>so <00:46:46.302>a <00:46:46.429>knowledge <00:46:46.556>base <00:46:46.684>that <00:46:46.811>you're, <00:46:46.938>uh, <00:46:47.065>have <00:46:47.193>access <00:46:47.320>to, <00:46:47.447>to, <00:46:47.575>um,

1105
00:46:50.855 --> 00:46:53.755
<00:46:50.855>to <00:46:51.030>have, <00:46:51.205>uh, <00:46:51.380>more <00:46:51.555>knowledge <00:46:51.730>about <00:46:51.905>a <00:46:52.080>certain <00:46:52.255>area.

1106
00:46:54.415 --> 00:46:57.675
<00:46:54.415>It <00:46:54.555>can <00:46:54.695>also <00:46:54.835>be <00:46:54.975>other <00:46:55.115>types <00:46:55.255>of <00:46:55.395>databases <00:46:55.535>that, <00:46:55.675>for <00:46:55.815>example,

1107
00:46:58.455 --> 00:47:02.755
<00:46:58.455>you <00:46:58.595>have, <00:46:58.735>um, <00:46:58.875>um, <00:46:59.015>customer <00:46:59.154>data <00:46:59.295>or, <00:46:59.435>or <00:46:59.575>something <00:46:59.715>like <00:46:59.855>this

1108
00:47:02.815 --> 00:47:05.475
<00:47:02.815>and, <00:47:02.942>and <00:47:03.069>you <00:47:03.196>want <00:47:03.324>to <00:47:03.451>your <00:47:03.578>l <00:47:03.705>to <00:47:03.833>be <00:47:03.960>able <00:47:04.087>to <00:47:04.215>go

1109
00:47:05.475 --> 00:47:06.635
<00:47:05.475>through <00:47:05.997>that <00:47:06.519>database.

1110
00:47:06.745 --> 00:47:07.995
<00:47:06.745>Then <00:47:06.970>it <00:47:07.194>could <00:47:07.420>be <00:47:07.645>that <00:47:07.870>too.

1111
00:47:08.015 --> 00:47:09.755
<00:47:08.015>It <00:47:08.190>could <00:47:08.365>be <00:47:08.540>different, <00:47:08.714>a <00:47:08.890>lot <00:47:09.065>of <00:47:09.240>different <00:47:09.415>things.

1112
00:47:11.565 --> 00:47:15.385
<00:47:11.565>Um, <00:47:11.705>and <00:47:11.845>we've <00:47:11.985>talked <00:47:12.125>about <00:47:12.265>MCP, <00:47:12.405>so <00:47:12.545>that's <00:47:12.685>a <00:47:12.825>good <00:47:12.965>thing.

1113
00:47:15.445 --> 00:47:17.785
<00:47:15.445>I'm <00:47:15.600>gonna <00:47:15.756>do <00:47:15.911>a <00:47:16.067>little <00:47:16.222>introduction <00:47:16.378>about <00:47:16.533>what <00:47:16.689>this <00:47:16.845>is.

1114
00:47:17.845 --> 00:47:22.025
<00:47:17.845>But <00:47:18.020>basically <00:47:18.194>what <00:47:18.370>MCP <00:47:18.544>means <00:47:18.720>is <00:47:18.895>model <00:47:19.069>context <00:47:19.245>protocol.

1115
00:47:22.495 --> 00:47:26.385
<00:47:22.495>It's <00:47:22.622>a <00:47:22.749>protocol <00:47:22.876>that, <00:47:23.004>uh, <00:47:23.131>has <00:47:23.258>been, <00:47:23.385>um, <00:47:23.513>uh, <00:47:23.640>made <00:47:23.767>in <00:47:23.895>place

1116
00:47:26.585 --> 00:47:30.605
<00:47:26.585>because, <00:47:26.818>um, <00:47:27.051>before <00:47:27.285>MCP, <00:47:27.518>we <00:47:27.751>had <00:47:27.985>agents

1117
00:47:31.265 --> 00:47:34.605
<00:47:31.265>and <00:47:31.464>we <00:47:31.665>were <00:47:31.865>making <00:47:32.065>tools <00:47:32.265>for <00:47:32.464>those <00:47:32.665>agents.

1118
00:47:35.305 --> 00:47:39.165
<00:47:35.305>Um, <00:47:35.504>but <00:47:35.705>you <00:47:35.904>had <00:47:36.105>to <00:47:36.305>manage <00:47:36.504>everything, <00:47:36.705>um,

1119
00:47:39.995 --> 00:47:42.565
<00:47:39.995>from <00:47:40.228>the <00:47:40.461>connection <00:47:40.694>between <00:47:40.928>your, <00:47:41.161>uh, <00:47:41.395>agent

1120
00:47:42.565 --> 00:47:45.805
<00:47:42.565>and <00:47:42.720>your <00:47:42.876>tools, <00:47:43.031>the <00:47:43.187>way <00:47:43.342>your <00:47:43.498>tools <00:47:43.653>were <00:47:43.809>returning, <00:47:43.965>uh,

1121
00:47:45.985 --> 00:47:48.605
<00:47:45.985>format, <00:47:46.451>queries <00:47:46.918>and <00:47:47.385>responses.

1122
00:47:49.105 --> 00:47:51.925
<00:47:49.105>Uh, <00:47:49.280>you, <00:47:49.455>you <00:47:49.630>had <00:47:49.805>to <00:47:49.980>make <00:47:50.155>sure <00:47:50.330>that, <00:47:50.505>um,

1123
00:47:52.305 --> 00:47:55.565
<00:47:52.305>you <00:47:52.480>were <00:47:52.654>managing <00:47:52.830>both <00:47:53.004>your <00:47:53.180>tools <00:47:53.355>and <00:47:53.529>your <00:47:53.705>agents

1124
00:47:56.105 --> 00:47:58.365
<00:47:56.105>and <00:47:56.280>there <00:47:56.455>was <00:47:56.630>no <00:47:56.805>standardized <00:47:56.980>way <00:47:57.155>of <00:47:57.330>viewing <00:47:57.505>this.

1125
00:47:59.045 --> 00:48:03.725
<00:47:59.045>MCP <00:47:59.185>is <00:47:59.325>the <00:47:59.465>protocol <00:47:59.605>we <00:47:59.745>needed <00:47:59.885>for <00:48:00.025>standardizing <00:48:00.165>all <00:48:00.305>of <00:48:00.445>this,

1126
00:48:04.025 --> 00:48:05.885
<00:48:04.025>for <00:48:04.375>standardizing <00:48:04.725>the <00:48:05.075>way <00:48:05.425>agents

1127
00:48:06.025 --> 00:48:08.645
<00:48:06.025>or <00:48:06.225>LLMs <00:48:06.425>were, <00:48:06.625>were <00:48:06.825>having <00:48:07.025>access <00:48:07.225>to <00:48:07.425>tools.

1128
00:48:09.425 --> 00:48:14.365
<00:48:09.425>Um, <00:48:09.580>and <00:48:09.736>what, <00:48:09.891>what <00:48:10.047>this <00:48:10.202>created <00:48:10.358>was <00:48:10.513>also <00:48:10.669>the <00:48:10.825>possibility

1129
00:48:14.545 --> 00:48:16.645
<00:48:14.545>of <00:48:14.778>not <00:48:15.011>only <00:48:15.245>creating <00:48:15.478>your <00:48:15.711>own <00:48:15.945>tools,

1130
00:48:16.745 --> 00:48:19.285
<00:48:16.745>but <00:48:16.920>also <00:48:17.095>other <00:48:17.270>people <00:48:17.444>to <00:48:17.620>create <00:48:17.795>their <00:48:17.970>own <00:48:18.145>tools.

1131
00:48:19.585 --> 00:48:22.365
<00:48:19.585>And <00:48:19.725>so <00:48:19.865>you, <00:48:20.005>you <00:48:20.145>can <00:48:20.285>connect <00:48:20.425>your <00:48:20.565>agent <00:48:20.705>to <00:48:20.845>their <00:48:20.985>tools

1132
00:48:23.145 --> 00:48:25.845
<00:48:23.145>and <00:48:23.378>if <00:48:23.611>they <00:48:23.845>follow <00:48:24.078>the <00:48:24.311>standard, <00:48:24.545>then

1133
00:48:26.385 --> 00:48:27.565
<00:48:26.385>you <00:48:26.650>can <00:48:26.916>connect <00:48:27.181>your <00:48:27.447>agents

1134
00:48:27.565 --> 00:48:29.525
<00:48:27.565>to <00:48:27.765>pretty <00:48:27.965>much <00:48:28.165>any <00:48:28.365>tool, <00:48:28.565>which <00:48:28.765>is <00:48:28.965>cool.

1135
00:48:29.685 --> 00:48:31.125
<00:48:29.685>'cause <00:48:29.870>then <00:48:30.055>you <00:48:30.240>don't <00:48:30.425>have <00:48:30.610>to <00:48:30.795>manage <00:48:30.981>everything.

1136
00:48:31.665 --> 00:48:35.445
<00:48:31.665>And, <00:48:31.820>and <00:48:31.976>from <00:48:32.131>the <00:48:32.287>side <00:48:32.442>of <00:48:32.598>the <00:48:32.753>people <00:48:32.909>serving <00:48:33.065>tools,

1137
00:48:35.715 --> 00:48:38.765
<00:48:35.715>then <00:48:35.870>it's <00:48:36.026>great <00:48:36.181>'cause <00:48:36.337>you <00:48:36.492>don't <00:48:36.648>have <00:48:36.803>to <00:48:36.959>care <00:48:37.115>about

1138
00:48:38.865 --> 00:48:41.485
<00:48:38.865>how <00:48:39.064>people <00:48:39.265>were, <00:48:39.464>you <00:48:39.665>know, <00:48:39.865>making <00:48:40.064>their <00:48:40.265>agents.

1139
00:48:41.745 --> 00:48:43.205
<00:48:41.745>And <00:48:42.073>you <00:48:42.402>didn't <00:48:42.730>even <00:48:43.058>have

1140
00:48:43.245 --> 00:48:46.805
<00:48:43.245>to <00:48:43.372>care <00:48:43.499>about <00:48:43.626>making <00:48:43.754>a <00:48:43.881>documentation <00:48:44.008>on <00:48:44.135>how <00:48:44.263>to <00:48:44.390>use <00:48:44.517>your <00:48:44.645>tool

1141
00:48:46.805 --> 00:48:51.125
<00:48:46.805>because <00:48:47.004>there's <00:48:47.205>a <00:48:47.404>standard, <00:48:47.605>it's <00:48:47.805>like <00:48:48.004>APIs <00:48:48.205>reinvented

1142
00:48:51.185 --> 00:48:54.555
<00:48:51.185>for <00:48:51.535>agents, <00:48:51.884>uh, <00:48:52.235>rest <00:48:52.585>API.

1143
00:48:55.055 --> 00:48:57.715
<00:48:55.055>And <00:48:55.254>so <00:48:55.455>there's <00:48:55.654>also <00:48:55.855>another <00:48:56.055>protocol <00:48:56.254>that <00:48:56.455>we'll,

1144
00:48:57.755 --> 00:49:00.315
<00:48:57.755>I <00:48:57.895>will <00:48:58.035>talk <00:48:58.175>about <00:48:58.315>is <00:48:58.455>a, <00:48:58.595>to <00:48:58.735>a <00:48:58.875>agent <00:48:59.015>to <00:48:59.155>agent,

1145
00:49:01.245 --> 00:49:04.235
<00:49:01.245>which <00:49:01.420>is <00:49:01.595>pretty <00:49:01.770>much <00:49:01.944>the <00:49:02.120>same <00:49:02.295>thing <00:49:02.470>as <00:49:02.645>MCP,

1146
00:49:04.375 --> 00:49:07.515
<00:49:04.375>but <00:49:04.608>specialized <00:49:04.841>for <00:49:05.075>the <00:49:05.308>communication <00:49:05.541>between <00:49:05.775>agents.

1147
00:49:07.735 --> 00:49:09.515
<00:49:07.735>So <00:49:08.085>agents <00:49:08.435>to <00:49:08.785>agent <00:49:09.135>communication.

1148
00:49:09.935 --> 00:49:13.235
<00:49:09.935>So <00:49:10.090>the <00:49:10.246>standard <00:49:10.401>is, <00:49:10.557>is <00:49:10.712>is <00:49:10.868>different <00:49:11.023>because <00:49:11.179>a <00:49:11.335>tool

1149
00:49:13.235 --> 00:49:14.955
<00:49:13.235>and <00:49:13.435>an <00:49:13.635>agent <00:49:13.835>doesn't <00:49:14.035>work <00:49:14.235>the <00:49:14.435>same <00:49:14.635>way.

1150
00:49:15.415 --> 00:49:20.035
<00:49:15.415>Uh, <00:49:15.555>but <00:49:15.695>basically <00:49:15.835>if, <00:49:15.975>if <00:49:16.115>you <00:49:16.255>need <00:49:16.395>to, <00:49:16.535>um, <00:49:16.675>simplify <00:49:16.815>things,

1151
00:49:21.575 --> 00:49:24.795
<00:49:21.575>um, <00:49:21.855>at <00:49:22.134>its <00:49:22.415>most <00:49:22.694>then <00:49:22.975>MCP,

1152
00:49:24.975 --> 00:49:28.915
<00:49:24.975>the <00:49:25.130>EMCP <00:49:25.286>protocol <00:49:25.441>is <00:49:25.597>the <00:49:25.752>communication <00:49:25.908>from <00:49:26.063>agents <00:49:26.219>to <00:49:26.375>tools

1153
00:49:29.495 --> 00:49:31.875
<00:49:29.495>and <00:49:29.728>A <00:49:29.961>to <00:49:30.194>a <00:49:30.428>is <00:49:30.661>a <00:49:30.895>protocol

1154
00:49:31.875 --> 00:49:34.555
<00:49:31.875>that <00:49:32.050>standardizes <00:49:32.225>the <00:49:32.400>way <00:49:32.575>agents <00:49:32.750>communicate <00:49:32.925>with <00:49:33.100>each <00:49:33.275>other

1155
00:49:35.385 --> 00:49:36.405
<00:49:35.385>and <00:49:35.614>collaborate <00:49:35.844>with <00:49:36.073>each <00:49:36.303>other.

1156
00:49:37.875 --> 00:49:40.185
<00:49:37.875>Um, <00:49:38.575>yeah, <00:49:39.275>both.

1157
00:49:40.325 --> 00:49:42.305
<00:49:40.325>So <00:49:40.524>that's <00:49:40.725>basically <00:49:40.924>what <00:49:41.125>this <00:49:41.325>slide <00:49:41.524>is <00:49:41.725>saying.

1158
00:49:44.685 --> 00:49:48.185
<00:49:44.685>And <00:49:44.840>so, <00:49:44.996>uh, <00:49:45.151>going <00:49:45.307>onto, <00:49:45.462>uh, <00:49:45.618>the <00:49:45.773>demo, <00:49:45.929>I'm <00:49:46.085>going

1159
00:49:48.185 --> 00:49:50.105
<00:49:48.185>to <00:49:48.535>show <00:49:48.884>you <00:49:49.235>different <00:49:49.585>things.

1160
00:49:50.525 --> 00:49:52.705
<00:49:50.525>Uh, <00:49:50.700>I'm <00:49:50.875>going <00:49:51.050>to <00:49:51.225>show <00:49:51.400>you <00:49:51.575>how <00:49:51.750>with <00:49:51.925>strengths,

1161
00:49:52.705 --> 00:49:54.145
<00:49:52.705>which <00:49:53.029>is <00:49:53.353>an <00:49:53.677>SDK, <00:49:54.001>uh,

1162
00:49:54.145 --> 00:49:58.305
<00:49:54.145>that <00:49:54.300>we <00:49:54.456>open <00:49:54.611>sourced <00:49:54.767>AWS <00:49:54.922>you <00:49:55.078>can <00:49:55.233>easily, <00:49:55.389>uh, <00:49:55.545>build

1163
00:49:58.895 --> 00:50:02.385
<00:49:58.895>multi-agent <00:49:59.245>workflows <00:49:59.595>with <00:49:59.945>agents <00:50:00.295>communicating

1164
00:50:02.385 --> 00:50:04.505
<00:50:02.385>with <00:50:02.560>each <00:50:02.735>other <00:50:02.910>through <00:50:03.085>the <00:50:03.260>A <00:50:03.435>two <00:50:03.610>A <00:50:03.785>protocol

1165
00:50:05.125 --> 00:50:07.065
<00:50:05.125>and <00:50:05.475>agents <00:50:05.825>communicating <00:50:06.175>with <00:50:06.525>tools

1166
00:50:07.065 --> 00:50:08.545
<00:50:07.065>through <00:50:07.509>the <00:50:07.953>MCP <00:50:08.397>protocol.

1167
00:50:09.125 --> 00:50:12.385
<00:50:09.125>And <00:50:09.252>I'll <00:50:09.379>show <00:50:09.506>you <00:50:09.634>in <00:50:09.761>a <00:50:09.888>bit <00:50:10.015>how <00:50:10.143>to <00:50:10.270>build <00:50:10.397>this <00:50:10.525>app.

1168
00:50:13.205 --> 00:50:17.065
<00:50:13.205>Um, <00:50:13.345>so <00:50:13.485>here <00:50:13.625>is <00:50:13.765>the <00:50:13.904>presentation <00:50:14.045>of <00:50:14.185>the, <00:50:14.325>uh, <00:50:14.465>strengths, <00:50:14.605>SDK,

1169
00:50:17.685 --> 00:50:22.585
<00:50:17.685>um, <00:50:17.884>feel <00:50:18.085>free <00:50:18.285>to, <00:50:18.485>uh, <00:50:18.685>contribute <00:50:18.884>also, <00:50:19.085>um,

1170
00:50:23.465 --> 00:50:24.585
<00:50:23.465>'cause <00:50:23.717>it's <00:50:23.969>open <00:50:24.221>source <00:50:24.473>and,

1171
00:50:24.885 --> 00:50:27.285
<00:50:24.885>and <00:50:25.085>we <00:50:25.285>love <00:50:25.485>to <00:50:25.685>have, <00:50:25.885>uh, <00:50:26.085>your <00:50:26.285>contributions

1172
00:50:27.285 --> 00:50:28.645
<00:50:27.285>and <00:50:27.591>also <00:50:27.897>thoughts <00:50:28.203>and <00:50:28.509>feedbacks

1173
00:50:28.645 --> 00:50:30.245
<00:50:28.645>and <00:50:28.925>issues <00:50:29.205>that <00:50:29.485>you <00:50:29.765>can <00:50:30.045>return.

1174
00:50:30.245 --> 00:50:34.125
<00:50:30.245>This <00:50:30.400>is <00:50:30.556>really <00:50:30.711>recent. <00:50:30.867>Um, <00:50:31.022>so <00:50:31.178>we <00:50:31.333>are <00:50:31.489>still, <00:50:31.645>uh,

1175
00:50:34.815 --> 00:50:36.285
<00:50:34.815>we're <00:50:35.079>still <00:50:35.344>bending <00:50:35.608>it, <00:50:35.873>building <00:50:36.138>it,

1176
00:50:36.605 --> 00:50:39.965
<00:50:36.605>although <00:50:36.805>we <00:50:37.005>use <00:50:37.205>trends, <00:50:37.405>uh, <00:50:37.605>uh, <00:50:37.805>as <00:50:38.005>an

1177
00:50:40.585 --> 00:50:44.245
<00:50:40.585>to <00:50:40.818>build <00:50:41.051>our <00:50:41.285>own, <00:50:41.518>uh, <00:50:41.751>applications <00:50:41.985>internally.

1178
00:50:45.025 --> 00:50:49.005
<00:50:45.025>So, <00:50:45.165>um, <00:50:45.305>it <00:50:45.445>is <00:50:45.585>already, <00:50:45.725>you <00:50:45.865>know, <00:50:46.005>stress <00:50:46.145>test <00:50:46.285>as <00:50:46.425>it

1179
00:50:49.185 --> 00:50:50.405
<00:50:49.185>as <00:50:49.551>at <00:50:49.917>its <00:50:50.283>most

1180
00:50:50.405 --> 00:50:54.285
<00:50:50.405>because <00:50:50.580>we, <00:50:50.755>we <00:50:50.930>deal <00:50:51.105>with <00:50:51.280>huge <00:50:51.455>scales <00:50:51.630>at <00:50:51.805>Amazon.

1181
00:50:55.745 --> 00:50:59.565
<00:50:55.745>Um, <00:50:55.920>so <00:50:56.095>yeah, <00:50:56.270>to <00:50:56.444>install, <00:50:56.620>uh, <00:50:56.795>these <00:50:56.970>strands, <00:50:57.145>uh,

1182
00:50:59.965 --> 00:51:01.125
<00:50:59.965>SDK, <00:51:00.313>it's <00:51:00.661>really <00:51:01.009>simple.

1183
00:51:01.125 --> 00:51:02.605
<00:51:01.125>Just <00:51:01.569>install <00:51:02.013>strands <00:51:02.457>agents,

1184
00:51:02.865 --> 00:51:05.295
<00:51:02.865>and <00:51:03.331>here's <00:51:03.798>the, <00:51:04.265>um,

1185
00:51:06.275 --> 00:51:10.585
<00:51:06.275>let <00:51:06.555>me <00:51:06.835>go <00:51:07.115>to <00:51:07.395>my <00:51:07.675>code.

1186
00:51:11.745 --> 00:51:15.285
<00:51:11.745>Um, <00:51:12.211>so <00:51:12.678>forgive <00:51:13.145>me.

1187
00:51:15.445 --> 00:51:16.645
<00:51:15.445>'cause <00:51:15.661>today <00:51:15.877>for <00:51:16.093>some <00:51:16.309>reason <00:51:16.525>my

1188
00:51:16.645 --> 00:51:17.845
<00:51:16.645>auto <00:51:17.005>completion <00:51:17.365>doesn't <00:51:17.725>work.

1189
00:51:17.905 --> 00:51:21.805
<00:51:17.905>So <00:51:18.080>I'll <00:51:18.255>have <00:51:18.430>to <00:51:18.605>type <00:51:18.780>everything, <00:51:18.955>which, <00:51:19.130>um, <00:51:19.305>hopefully

1190
00:51:23.295 --> 00:51:24.545
<00:51:23.295>will <00:51:23.576>work <00:51:23.857>for <00:51:24.138>this <00:51:24.420>demo.

1191
00:51:26.245 --> 00:51:31.215
<00:51:26.245>Um, <00:51:26.595>so <00:51:26.944>first <00:51:27.295>we're <00:51:27.645>gonna

1192
00:51:31.215 --> 00:51:33.255
<00:51:31.215>create <00:51:31.565>a <00:51:31.915>very <00:51:32.265>simple <00:51:32.615>agent.

1193
00:51:33.515 --> 00:51:38.235
<00:51:33.515>So <00:51:33.690>from <00:51:33.865>the <00:51:34.040>STRs <00:51:34.214>Library, <00:51:34.390>we're <00:51:34.565>gonna <00:51:34.740>import <00:51:34.915>the,

1194
00:51:38.375 --> 00:51:39.875
<00:51:38.375>um, <00:51:39.050>agent <00:51:39.725>class.

1195
00:51:40.055 --> 00:51:43.475
<00:51:40.055>So <00:51:40.254>to <00:51:40.455>instantiate <00:51:40.654>your <00:51:40.855>agent, <00:51:41.055>just <00:51:41.254>simply <00:51:41.455>call,

1196
00:51:45.035 --> 00:51:46.175
<00:51:45.035>uh, <00:51:45.377>the <00:51:45.719>class <00:51:46.061>agent

1197
00:51:46.715 --> 00:51:50.055
<00:51:46.715>and <00:51:46.890>call <00:51:47.065>it <00:51:47.240>with, <00:51:47.415>I <00:51:47.590>don't <00:51:47.765>know, <00:51:47.940>hello <00:51:48.115>world.

1198
00:51:52.115 --> 00:51:55.055
<00:51:52.115>And <00:51:52.270>here <00:51:52.426>you <00:51:52.581>just <00:51:52.737>have <00:51:52.892>to, <00:51:53.048>um, <00:51:53.203>launch <00:51:53.359>your <00:51:53.515>code.

1199
00:51:55.755 --> 00:52:00.535
<00:51:55.755>And <00:51:55.955>so <00:51:56.155>very <00:51:56.355>simple, <00:51:56.555>basic, <00:51:56.755>uh, <00:51:56.955>hello <00:51:57.155>world,

1200
00:52:01.005 --> 00:52:04.495
<00:52:01.005>send <00:52:01.205>to <00:52:01.405>an <00:52:01.605>agent <00:52:01.805>that <00:52:02.005>is <00:52:02.205>by <00:52:02.405>default,

1201
00:52:04.675 --> 00:52:09.495
<00:52:04.675>if <00:52:04.830>you <00:52:04.986>don't <00:52:05.141>define <00:52:05.297>here, <00:52:05.452>any <00:52:05.608>model <00:52:05.763>by <00:52:05.919>default <00:52:06.075>will,

1202
00:52:09.635 --> 00:52:13.615
<00:52:09.635>um, <00:52:09.915>um, <00:52:10.195>send <00:52:10.475>the <00:52:10.755>query <00:52:11.035>to

1203
00:52:14.305 --> 00:52:17.695
<00:52:14.305>cloud <00:52:14.585>four <00:52:14.865>on, <00:52:15.145>uh, <00:52:15.424>Amazon <00:52:15.705>Bedrock.

1204
00:52:18.075 --> 00:52:22.765
<00:52:18.075>So <00:52:18.308>you <00:52:18.541>have <00:52:18.774>this <00:52:19.008>little <00:52:19.241>thing <00:52:19.475>here,

1205
00:52:22.995 --> 00:52:26.085
<00:52:22.995>like, <00:52:23.194>uh, <00:52:23.395>the <00:52:23.595>print <00:52:23.795>agent <00:52:23.995>model <00:52:24.194>dot <00:52:24.395>config.

1206
00:52:26.385 --> 00:52:28.205
<00:52:26.385>If <00:52:26.735>you <00:52:27.085>play <00:52:27.435>this, <00:52:27.785>uh,

1207
00:52:28.205 --> 00:52:31.245
<00:52:28.205>then <00:52:28.404>you'll <00:52:28.605>see <00:52:28.805>which <00:52:29.005>model <00:52:29.205>you're <00:52:29.404>tapping <00:52:29.605>into.

1208
00:52:32.105 --> 00:52:35.285
<00:52:32.105>Um, <00:52:32.338>this <00:52:32.571>is <00:52:32.805>going <00:52:33.038>very <00:52:33.271>slow. <00:52:33.505>Okay?

1209
00:52:35.905 --> 00:52:39.925
<00:52:35.905>Um, <00:52:36.060>so <00:52:36.216>here <00:52:36.371>is <00:52:36.527>the <00:52:36.682>model <00:52:36.838>ID <00:52:36.993>Claude, <00:52:37.149>uh, <00:52:37.305>four,

1210
00:52:40.665 --> 00:52:42.805
<00:52:40.665>but <00:52:41.015>I <00:52:41.365>will <00:52:41.715>use, <00:52:42.065>hmm,

1211
00:52:44.755 --> 00:52:45.795
<00:52:44.755>I <00:52:45.067>will <00:52:45.379>use <00:52:45.691>Haiku.

1212
00:52:45.935 --> 00:52:50.745
<00:52:45.935>So, <00:52:46.285>so <00:52:46.634>strength <00:52:46.985>has <00:52:47.335>been

1213
00:52:50.815 --> 00:52:53.745
<00:52:50.815>made, <00:52:51.095>um, <00:52:51.375>provider <00:52:51.655>agnostic, <00:52:51.935>which <00:52:52.215>means

1214
00:52:53.745 --> 00:52:57.745
<00:52:53.745>that <00:52:53.920>you <00:52:54.095>can <00:52:54.270>easily <00:52:54.444>switch <00:52:54.620>between <00:52:54.795>providers <00:52:54.970>you <00:52:55.145>like,

1215
00:52:58.005 --> 00:53:01.545
<00:52:58.005>by <00:52:58.145>default <00:52:58.285>it <00:52:58.425>goes <00:52:58.565>to <00:52:58.705>Bedrock <00:52:58.845>on <00:52:58.985>Amazon, <00:52:59.125>uh, <00:52:59.265>on <00:52:59.405>AWS.

1216
00:53:01.725 --> 00:53:05.945
<00:53:01.725>But, <00:53:01.900>um, <00:53:02.075>if <00:53:02.250>you <00:53:02.424>hear, <00:53:02.600>define <00:53:02.775>a <00:53:02.950>model, <00:53:03.125>um,

1217
00:53:06.845 --> 00:53:10.105
<00:53:06.845>you <00:53:07.020>can <00:53:07.194>tap <00:53:07.370>onto <00:53:07.544>any <00:53:07.720>other, <00:53:07.895>uh, <00:53:08.069>model <00:53:08.245>provider

1218
00:53:10.135 --> 00:53:12.745
<00:53:10.135>that <00:53:10.251>you <00:53:10.368>have, <00:53:10.485>have <00:53:10.601>access <00:53:10.718>to, <00:53:10.835>if <00:53:10.951>you <00:53:11.068>have <00:53:11.185>the <00:53:11.301>a <00:53:11.418>PA <00:53:11.535>key.

1219
00:53:13.245 --> 00:53:18.025
<00:53:13.245>Um, <00:53:13.372>and <00:53:13.499>also <00:53:13.626>you <00:53:13.754>can <00:53:13.881>also <00:53:14.008>tap <00:53:14.135>onto, <00:53:14.263>um, <00:53:14.390>uh, <00:53:14.517>local <00:53:14.645>models.

1220
00:53:18.415 --> 00:53:22.865
<00:53:18.415>I'll <00:53:18.542>show <00:53:18.669>you <00:53:18.796>in <00:53:18.924>a <00:53:19.051>second <00:53:19.178>how <00:53:19.305>to <00:53:19.433>do <00:53:19.560>this. <00:53:19.687>Okay, <00:53:19.815>cool.

1221
00:53:24.005 --> 00:53:28.205
<00:53:24.005>Let <00:53:24.132>me <00:53:24.259>show <00:53:24.386>you <00:53:24.514>how <00:53:24.641>to <00:53:24.768>use, <00:53:24.895>um, <00:53:25.023>for <00:53:25.150>example, <00:53:25.277>uh, <00:53:25.405>local,

1222
00:53:29.635 --> 00:53:30.695
<00:53:29.635>um, <00:53:30.589>models.

1223
00:53:30.915 --> 00:53:34.935
<00:53:30.915>So <00:53:31.115>I <00:53:31.315>have <00:53:31.515>downloaded <00:53:31.715>in <00:53:31.915>the <00:53:32.115>documentation <00:53:32.315>here.

1224
00:53:35.115 --> 00:53:37.055
<00:53:35.115>You <00:53:35.290>have <00:53:35.464>the <00:53:35.640>different <00:53:35.814>models <00:53:35.990>that <00:53:36.165>you <00:53:36.339>can <00:53:36.515>use.

1225
00:53:38.155 --> 00:53:41.975
<00:53:38.155>Um, <00:53:38.355>here, <00:53:38.555>alama, <00:53:38.755>I'm <00:53:38.955>using <00:53:39.155>alama <00:53:39.355>to <00:53:39.555>show

1226
00:53:42.315 --> 00:53:45.375
<00:53:42.315>how <00:53:42.515>you <00:53:42.715>can <00:53:42.915>use, <00:53:43.115>um, <00:53:43.315>a <00:53:43.515>local <00:53:43.715>model

1227
00:53:45.915 --> 00:53:48.095
<00:53:45.915>for <00:53:46.265>your <00:53:46.615>queries <00:53:46.965>with <00:53:47.315>strands.

1228
00:53:48.715 --> 00:53:51.455
<00:53:48.715>Um, <00:53:49.181>so <00:53:49.648>from <00:53:50.115>strands,

1229
00:53:53.895 --> 00:53:56.055
<00:53:53.895>import <00:53:55.295>model,

1230
00:53:56.755 --> 00:53:58.855
<00:53:56.755>and <00:53:56.910>then <00:53:57.066>the <00:53:57.221>only <00:53:57.377>thing <00:53:57.532>you <00:53:57.688>need <00:53:57.843>to <00:53:57.999>do <00:53:58.155>is

1231
00:53:58.915 --> 00:54:00.575
<00:53:58.915>to <00:53:59.381>instantiate <00:53:59.848>your <00:54:00.315>model.

1232
00:54:05.745 --> 00:54:10.725
<00:54:05.745>Um, <00:54:05.944>and <00:54:06.145>then <00:54:06.345>I'm <00:54:06.545>serving <00:54:06.745>my <00:54:06.944>LAMA <00:54:07.145>model.

1233
00:54:10.895 --> 00:54:12.485
<00:54:10.895>Where <00:54:11.361>is <00:54:11.828>it? <00:54:12.295>Uh,

1234
00:54:12.835 --> 00:54:17.395
<00:54:12.835>here <00:54:14.235>list.

1235
00:54:19.015 --> 00:54:22.565
<00:54:19.015>Okay, <00:54:19.190>there <00:54:19.365>it <00:54:19.540>is. <00:54:19.714>Um, <00:54:19.890>so <00:54:20.065>just <00:54:20.240>give <00:54:20.415>the,

1236
00:54:22.795 --> 00:54:27.065
<00:54:22.795>give <00:54:23.028>the <00:54:23.261>model <00:54:23.495>Id <00:54:23.728>you <00:54:23.961>have <00:54:24.195>here.

1237
00:54:27.095 --> 00:54:31.455
<00:54:27.095>It's, <00:54:27.294>uh, <00:54:27.495>for <00:54:27.694>me <00:54:27.895>it's <00:54:28.095>LAMA <00:54:28.294>3.2 <00:54:28.495>latest,

1238
00:54:34.035 --> 00:54:38.305
<00:54:34.035>and <00:54:34.501>also <00:54:34.968>the <00:54:35.435>host

1239
00:54:39.245 --> 00:54:43.105
<00:54:39.245>by <00:54:39.444>default, <00:54:39.645>LAMA <00:54:39.845>is <00:54:40.045>hosted <00:54:40.245>here <00:54:40.444>on <00:54:40.645>Port

1240
00:54:43.675 --> 00:54:44.895
1143.

1241
00:54:46.415 --> 00:54:48.315
<00:54:46.415>And <00:54:46.695>then <00:54:46.975>you <00:54:47.255>just <00:54:47.535>have <00:54:47.815>to

1242
00:54:53.835 --> 00:54:57.585
<00:54:53.835>here, <00:54:54.115>um, <00:54:54.395>pass <00:54:54.675>the <00:54:54.955>model <00:54:55.235>here.

1243
00:54:58.085 --> 00:55:00.025
<00:54:58.085>So <00:54:58.435>now <00:54:58.785>it <00:54:59.135>should <00:54:59.485>use

1244
00:55:02.065 --> 00:55:05.485
<00:55:02.065>my <00:55:02.265>Alama <00:55:02.465>model <00:55:02.665>that <00:55:02.865>I, <00:55:03.065>I <00:55:03.265>have <00:55:03.465>locally.

1245
00:55:06.195 --> 00:55:10.125
<00:55:06.195>Yeah. <00:55:06.311>So <00:55:06.428>the <00:55:06.545>answer <00:55:06.661>as <00:55:06.778>you <00:55:06.895>can <00:55:07.011>see <00:55:07.128>is <00:55:07.245>a <00:55:07.361>shorter, <00:55:07.478>but <00:55:07.595>that's

1246
00:55:10.125 --> 00:55:12.285
<00:55:10.125>because <00:55:10.358>the <00:55:10.591>model <00:55:10.825>also <00:55:11.058>is, <00:55:11.291>is <00:55:11.525>tenure.

1247
00:55:12.525 --> 00:55:15.525
<00:55:12.525>'cause <00:55:12.700>it's, <00:55:12.875>it's, <00:55:13.050>uh, <00:55:13.225>hosted <00:55:13.400>on <00:55:13.575>my <00:55:13.750>computer <00:55:13.925>locally.

1248
00:55:15.785 --> 00:55:17.965
<00:55:15.785>So, <00:55:16.251>of <00:55:16.718>course. <00:55:17.185>Alright.

1249
00:55:18.625 --> 00:55:22.515
<00:55:18.625>Um, <00:55:18.780>one <00:55:18.936>of <00:55:19.091>the <00:55:19.247>things, <00:55:19.402>so <00:55:19.558>here <00:55:19.713>we <00:55:19.869>just <00:55:20.025>created

1250
00:55:23.175 --> 00:55:26.915
<00:55:23.175>an <00:55:23.315>agent <00:55:23.455>that <00:55:23.595>still <00:55:23.735>doesn't <00:55:23.875>have <00:55:24.015>access <00:55:24.155>to <00:55:24.295>tools <00:55:24.435>right <00:55:24.575>now.

1251
00:55:26.975 --> 00:55:28.435
<00:55:26.975>It <00:55:27.303>can <00:55:27.632>just <00:55:27.960>answer <00:55:28.288>questions.

1252
00:55:29.055 --> 00:55:31.835
<00:55:29.055>Um, <00:55:29.288>it <00:55:29.521>answers <00:55:29.754>actually <00:55:29.988>the <00:55:30.221>hello <00:55:30.455>world

1253
00:55:31.865 --> 00:55:33.075
<00:55:31.865>here <00:55:32.137>that <00:55:32.409>I <00:55:32.681>asked <00:55:32.953>here.

1254
00:55:33.775 --> 00:55:37.795
<00:55:33.775>Um, <00:55:33.882>but <00:55:33.990>now <00:55:34.098>if <00:55:34.205>you <00:55:34.313>ask <00:55:34.421>questions <00:55:34.528>such <00:55:34.636>as, <00:55:34.744>let <00:55:34.851>me <00:55:34.959>go <00:55:35.067>back <00:55:35.175>to,

1255
00:55:38.695 --> 00:55:43.625
<00:55:38.695>um, <00:55:39.045>ku, <00:55:39.395>let <00:55:39.745>me, <00:55:40.095>this.

1256
00:55:46.455 --> 00:55:48.515
<00:55:46.455>If <00:55:46.610>you <00:55:46.766>ask <00:55:46.921>questions <00:55:47.077>such <00:55:47.232>as <00:55:47.388>what <00:55:47.543>time <00:55:47.699>is <00:55:47.855>it

1257
00:55:55.125 --> 00:55:56.765
<00:55:55.125>normally <00:55:55.475>what <00:55:55.825>it <00:55:56.175>does <00:55:56.525>is

1258
00:55:56.765 --> 00:55:58.125
<00:55:56.765>that <00:55:56.969>it's <00:55:57.173>unable <00:55:57.377>to <00:55:57.581>answer <00:55:57.785>your <00:55:57.989>question.

1259
00:55:58.435 --> 00:55:59.845
<00:55:58.435>It's <00:55:58.688>unable <00:55:58.942>to <00:55:59.196>answer <00:55:59.450>your <00:55:59.703>question

1260
00:55:59.845 --> 00:56:01.925
<00:55:59.845>because <00:56:00.194>it's <00:56:00.544>a <00:56:00.895>model <00:56:01.245>that

1261
00:56:03.165 --> 00:56:05.265
<00:56:03.165>has <00:56:03.340>been <00:56:03.515>trained <00:56:03.690>at <00:56:03.865>a <00:56:04.040>certain <00:56:04.215>period <00:56:04.390>of <00:56:04.565>time,

1262
00:56:05.645 --> 00:56:09.465
<00:56:05.645>and <00:56:05.772>then <00:56:05.899>it's <00:56:06.026>hosted <00:56:06.154>somewhere <00:56:06.281>here <00:56:06.408>on <00:56:06.535>the <00:56:06.663>cloud <00:56:06.790>on <00:56:06.917>a <00:56:07.045>BS,

1263
00:56:09.725 --> 00:56:11.465
<00:56:09.725>but <00:56:09.924>it <00:56:10.125>doesn't <00:56:10.325>have <00:56:10.525>access <00:56:10.725>to <00:56:10.924>the <00:56:11.125>time.

1264
00:56:11.485 --> 00:56:12.665
<00:56:11.485>And <00:56:11.697>it's <00:56:11.909>what <00:56:12.122>it's <00:56:12.334>telling <00:56:12.547>you.

1265
00:56:13.265 --> 00:56:15.545
<00:56:13.265>I <00:56:13.440>don't <00:56:13.615>actually <00:56:13.790>have <00:56:13.964>information <00:56:14.140>about <00:56:14.315>the <00:56:14.490>current <00:56:14.665>time.

1266
00:56:16.245 --> 00:56:18.865
<00:56:16.245>Um, <00:56:16.444>maybe <00:56:16.645>it's <00:56:16.845>gonna <00:56:17.045>give <00:56:17.245>you <00:56:17.444>an <00:56:17.645>advice

1267
00:56:18.865 --> 00:56:19.905
<00:56:18.865>like <00:56:19.176>check <00:56:19.489>your <00:56:19.801>watch.

1268
00:56:20.525 --> 00:56:22.185
<00:56:20.525>Uh, <00:56:20.875>sometimes <00:56:21.225>it <00:56:21.575>does <00:56:21.925>this.

1269
00:56:22.725 --> 00:56:26.965
<00:56:22.725>So <00:56:22.900>this <00:56:23.075>is <00:56:23.250>where <00:56:23.424>an <00:56:23.600>agent <00:56:23.775>comes <00:56:23.950>into <00:56:24.125>hand

1270
00:56:27.825 --> 00:56:30.565
<00:56:27.825>is <00:56:27.980>very <00:56:28.136>handy <00:56:28.291>because <00:56:28.447>it <00:56:28.602>has <00:56:28.758>access <00:56:28.913>to <00:56:29.069>tools <00:56:29.225>such

1271
00:56:30.565 --> 00:56:33.965
<00:56:30.565>as <00:56:30.740>maybe <00:56:30.915>a <00:56:31.090>function <00:56:31.265>that <00:56:31.440>gets <00:56:31.615>the <00:56:31.790>current <00:56:31.965>time

1272
00:56:34.225 --> 00:56:38.325
<00:56:34.225>and <00:56:34.341>then <00:56:34.458>give <00:56:34.575>it <00:56:34.691>to <00:56:34.808>the <00:56:34.924>LM <00:56:35.041>so <00:56:35.158>it <00:56:35.275>can <00:56:35.391>formulate <00:56:35.508>an <00:56:35.625>answer.

1273
00:56:38.985 --> 00:56:42.205
<00:56:38.985>And <00:56:39.185>we <00:56:39.385>have <00:56:39.585>built <00:56:39.785>tools, <00:56:39.985>uh, <00:56:40.185>with <00:56:40.385>strands.

1274
00:56:42.785 --> 00:56:47.045
<00:56:42.785>Um, <00:56:42.960>you <00:56:43.134>can <00:56:43.310>use, <00:56:43.484>uh, <00:56:43.660>built-in <00:56:43.835>tools <00:56:44.009>where <00:56:44.185>they,

1275
00:56:48.105 --> 00:56:51.445
<00:56:48.105>if <00:56:48.338>you <00:56:48.571>go <00:56:48.805>to <00:56:49.038>tools <00:56:49.271>here, <00:56:49.505>yeah.

1276
00:56:51.985 --> 00:56:54.725
<00:56:51.985>So <00:56:52.218>you <00:56:52.451>have <00:56:52.685>community, <00:56:52.918>uh, <00:56:53.151>built <00:56:53.385>tools,

1277
00:56:55.215 --> 00:56:59.045
<00:56:55.215>which <00:56:55.415>basically <00:56:55.615>if <00:56:55.815>you <00:56:56.015>install <00:56:56.215>this <00:56:56.415>library, <00:56:56.615>strands,

1278
00:56:59.045 --> 00:57:02.165
<00:56:59.045>agents <00:56:59.220>tools, <00:56:59.395>uh, <00:56:59.570>then <00:56:59.745>you'll <00:56:59.920>have <00:57:00.095>access <00:57:00.270>to <00:57:00.445>all

1279
00:57:02.165 --> 00:57:04.965
<00:57:02.165>of <00:57:02.365>those <00:57:02.565>available <00:57:02.765>tools <00:57:02.965>that <00:57:03.165>have <00:57:03.365>been, <00:57:03.565>uh,

1280
00:57:04.965 --> 00:57:06.405
<00:57:04.965>created <00:57:05.397>by <00:57:05.829>the <00:57:06.261>community.

1281
00:57:07.605 --> 00:57:10.385
<00:57:07.605>And <00:57:07.760>today, <00:57:07.916>if <00:57:08.071>I <00:57:08.227>want <00:57:08.382>to <00:57:08.538>ask <00:57:08.693>the <00:57:08.849>time, <00:57:09.005>then

1282
00:57:10.945 --> 00:57:13.865
<00:57:10.945>I <00:57:11.100>can <00:57:11.256>get <00:57:11.411>the <00:57:11.567>tool <00:57:11.722>that <00:57:11.878>is <00:57:12.033>called <00:57:12.189>current <00:57:12.345>time.

1283
00:57:14.485 --> 00:57:17.105
<00:57:14.485>Uh, <00:57:14.592>let's <00:57:14.700>go <00:57:14.808>back <00:57:14.915>to <00:57:15.023>the <00:57:15.131>code <00:57:15.238>and <00:57:15.346>see <00:57:15.454>how <00:57:15.561>we <00:57:15.669>can <00:57:15.777>do <00:57:15.885>this.

1284
00:57:19.335 --> 00:57:23.445
<00:57:19.335>Um, <00:57:19.685>actually <00:57:20.035>it's <00:57:20.385>strengths, <00:57:20.735>tools

1285
00:57:25.605 --> 00:57:28.555
<00:57:25.605>from <00:57:26.305>strengths, <00:57:27.005>tools

1286
00:57:29.295 --> 00:57:31.045
<00:57:29.295>import <00:57:29.995>current <00:57:30.695>time.

1287
00:57:34.295 --> 00:57:36.155
<00:57:34.295>And <00:57:34.470>the <00:57:34.645>only <00:57:34.820>thing <00:57:34.995>you <00:57:35.170>need <00:57:35.345>to <00:57:35.520>do <00:57:35.695>is

1288
00:57:36.175 --> 00:57:40.735
<00:57:36.175>to <00:57:36.408>pass <00:57:36.641>it <00:57:36.875>here <00:57:37.108>in <00:57:37.341>the <00:57:37.575>list.

1289
00:57:42.655 --> 00:57:44.105
<00:57:42.655>Oops, <00:57:43.960>sorry.

1290
00:57:46.905 --> 00:57:49.105
<00:57:46.905>Um, <00:57:48.305>yeah.

1291
00:57:49.885 --> 00:57:54.065
<00:57:49.885>And <00:57:50.025>then <00:57:50.165>what <00:57:50.305>happens <00:57:50.445>here <00:57:50.585>is <00:57:50.725>that <00:57:50.865>your <00:57:51.005>agent <00:57:51.145>has <00:57:51.285>access

1292
00:57:54.205 --> 00:57:56.865
<00:57:54.205>to <00:57:54.380>the <00:57:54.555>INE <00:57:54.730>tool <00:57:54.904>that <00:57:55.080>we <00:57:55.255>just <00:57:55.430>imported <00:57:55.605>here.

1293
00:57:58.555 --> 00:58:02.215
<00:57:58.555>So <00:57:58.835>now, <00:57:59.115>um, <00:57:59.395>oh <00:57:59.674>yeah, <00:57:59.955>sorry.

1294
00:58:07.575 --> 00:58:10.395
<00:58:07.575>So <00:58:07.774>now <00:58:07.975>it's <00:58:08.174>doing, <00:58:08.375>it's <00:58:08.575>that <00:58:08.774>my <00:58:08.975>agent

1295
00:58:12.265 --> 00:58:15.555
<00:58:12.265>knowledge <00:58:12.420>is <00:58:12.576>that <00:58:12.731>it <00:58:12.887>has <00:58:13.042>at <00:58:13.198>least <00:58:13.353>the <00:58:13.509>tools, <00:58:13.665>um,

1296
00:58:15.895 --> 00:58:19.315
<00:58:15.895>and <00:58:16.050>knows <00:58:16.206>that <00:58:16.361>it <00:58:16.517>has <00:58:16.672>a <00:58:16.828>tool <00:58:16.983>called <00:58:17.139>Current <00:58:17.295>Time.

1297
00:58:20.175 --> 00:58:23.395
<00:58:20.175>The <00:58:20.330>way <00:58:20.486>it <00:58:20.641>is, <00:58:20.797>uh, <00:58:20.952>coded <00:58:21.108>behind <00:58:21.263>the <00:58:21.419>scenes <00:58:21.575>is

1298
00:58:23.395 --> 00:58:26.635
<00:58:23.395>that <00:58:23.570>the <00:58:23.745>current <00:58:23.920>time <00:58:24.095>function <00:58:24.270>has <00:58:24.445>a <00:58:24.620>doc <00:58:24.795>string

1299
00:58:26.665 --> 00:58:28.355
<00:58:26.665>that <00:58:27.015>the <00:58:27.365>agent <00:58:27.715>actually <00:58:28.065>reads

1300
00:58:28.535 --> 00:58:31.635
<00:58:28.535>and <00:58:28.734>understand <00:58:28.935>that <00:58:29.134>this <00:58:29.335>function <00:58:29.535>actually <00:58:29.734>is <00:58:29.935>helpful

1301
00:58:31.935 --> 00:58:35.275
<00:58:31.935>to <00:58:32.090>get <00:58:32.246>the <00:58:32.401>current <00:58:32.557>time <00:58:32.712>and <00:58:32.868>then <00:58:33.023>execute <00:58:33.179>that <00:58:33.335>function

1302
00:58:36.095 --> 00:58:38.435
<00:58:36.095>and, <00:58:36.375>uh, <00:58:36.654>get <00:58:36.935>the <00:58:37.214>answer <00:58:37.495>back.

1303
00:58:40.075 --> 00:58:43.855
<00:58:40.075>Um, <00:58:40.230>so <00:58:40.386>that's <00:58:40.541>how <00:58:40.697>you <00:58:40.852>can, <00:58:41.008>uh, <00:58:41.163>um, <00:58:41.319>use <00:58:41.475>tools.

1304
00:58:44.475 --> 00:58:48.535
<00:58:44.475>You <00:58:44.630>have <00:58:44.786>other <00:58:44.941>tools <00:58:45.097>that <00:58:45.252>are, <00:58:45.408>um, <00:58:45.563>you <00:58:45.719>know, <00:58:45.875>uh,

1305
00:58:48.645 --> 00:58:50.135
<00:58:48.645>like <00:58:49.315>more <00:58:49.986>interesting.

1306
00:58:52.055 --> 00:58:54.465
<00:58:52.055>What <00:58:52.230>am <00:58:52.404>I <00:58:52.580>going <00:58:52.754>to <00:58:52.930>try <00:58:53.105>this <00:58:53.279>one? <00:58:53.455>Yeah.

1307
00:58:56.035 --> 00:59:00.175
<00:58:56.035>So <00:58:56.210>for <00:58:56.384>example, <00:58:56.560>here <00:58:56.734>you <00:58:56.910>can <00:58:57.085>import <00:58:57.259>other <00:58:57.435>tools

1308
00:59:00.755 --> 00:59:01.895
<00:59:00.755>to <00:59:01.268>write <00:59:01.781>files

1309
00:59:02.635 --> 00:59:06.615
<00:59:02.635>and, <00:59:02.915>um, <00:59:03.195>to <00:59:03.475>execute <00:59:03.755>UMEN <00:59:04.035>code.

1310
00:59:07.125 --> 00:59:10.385
<00:59:07.125>So <00:59:07.358>let's <00:59:07.591>try <00:59:07.825>to <00:59:08.058>give <00:59:08.291>those <00:59:08.525>tools,

1311
00:59:13.035 --> 00:59:16.295
<00:59:13.035>uh, <00:59:13.384>to, <00:59:13.734>uh, <00:59:14.085>our <00:59:14.435>agent

1312
00:59:16.755 --> 00:59:19.455
<00:59:16.755>and <00:59:16.895>then <00:59:17.035>ask <00:59:17.175>something <00:59:17.315>a <00:59:17.455>little <00:59:17.595>bit <00:59:17.735>more <00:59:17.875>complex, <00:59:18.015>such <00:59:18.155>as,

1313
00:59:20.875 --> 00:59:20.995
Hmm,

1314
00:59:26.665 --> 00:59:29.125
<00:59:26.665>write <00:59:27.365>a <00:59:28.065>function.

1315
00:59:30.375 --> 00:59:32.875
<00:59:30.375>Oh, <00:59:30.550>write <00:59:30.725>a <00:59:30.900>file, <00:59:31.075>I'm <00:59:31.250>sorry. <00:59:31.425>Write <00:59:31.600>a <00:59:31.775>file.

1316
00:59:34.105 --> 00:59:36.365
<00:59:34.105>Um, <00:59:34.385>how <00:59:34.665>we <00:59:34.945>gonna <00:59:35.225>call <00:59:35.505>it?

1317
00:59:39.165 --> 00:59:43.985
<00:59:39.165>Uh, <00:59:39.398>that <00:59:39.631>POI <00:59:39.865>that, <00:59:40.098>uh, <00:59:40.331>um, <00:59:40.565>calculates

1318
00:59:46.655 --> 00:59:50.475
<00:59:46.655>the <00:59:47.121>thirst <00:59:47.588>and <00:59:48.055>numbers

1319
00:59:52.765 --> 00:59:56.625
<00:59:52.765>of <00:59:53.045>the <00:59:53.325>even <00:59:53.605>that <00:59:53.884>she <00:59:54.165>sequence,

1320
00:59:59.505 --> 01:00:01.685
<00:59:59.505>um, <01:00:00.205>and <01:00:00.905>executed.

1321
01:00:03.735 --> 01:00:07.395
<01:00:03.735>So <01:00:03.910>let's <01:00:04.085>see <01:00:04.260>how <01:00:04.435>it <01:00:04.610>performs <01:00:04.785>on <01:00:04.960>this <01:00:05.135>task.

1322
01:00:12.185 --> 01:00:15.565
<01:00:12.185>So <01:00:12.325>first <01:00:12.465>it <01:00:12.605>knows <01:00:12.745>that <01:00:12.884>it <01:00:13.025>needs <01:00:13.165>to <01:00:13.305>write <01:00:13.445>about <01:00:13.585>it,

1323
01:00:15.565 --> 01:00:19.085
<01:00:15.565>asking <01:00:15.720>me <01:00:15.876>the <01:00:16.031>permission <01:00:16.187>to <01:00:16.342>actually <01:00:16.498>write <01:00:16.653>a <01:00:16.809>file, <01:00:16.965>um,

1324
01:00:19.085 --> 01:00:21.405
<01:00:19.085>locally <01:00:19.318>on <01:00:19.551>the <01:00:19.785>root <01:00:20.018>of <01:00:20.251>my <01:00:20.485>folder.

1325
01:00:21.585 --> 01:00:24.405
<01:00:21.585>And <01:00:21.725>here <01:00:21.865>you <01:00:22.005>can <01:00:22.145>see, <01:00:22.285>uh, <01:00:22.425>the <01:00:22.565>file <01:00:22.705>has <01:00:22.845>been <01:00:22.985>created

1326
01:00:25.105 --> 01:00:27.685
<01:00:25.105>and <01:00:25.245>now <01:00:25.385>it's <01:00:25.525>asking <01:00:25.665>me <01:00:25.805>if <01:00:25.945>it <01:00:26.085>can <01:00:26.225>execute <01:00:26.365>the <01:00:26.505>code.

1327
01:00:28.225 --> 01:00:31.325
<01:00:28.225>So <01:00:28.380>we <01:00:28.536>can <01:00:28.691>see <01:00:28.847>that <01:00:29.002>in <01:00:29.158>the <01:00:29.313>fib, <01:00:29.469>um, <01:00:29.625>file,

1328
01:00:31.425 --> 01:00:33.165
<01:00:31.425>it <01:00:31.775>has <01:00:32.125>created <01:00:32.475>this <01:00:32.825>function,

1329
01:00:34.865 --> 01:00:39.125
<01:00:34.865>and <01:00:35.020>now <01:00:35.176>it's <01:00:35.331>executing <01:00:35.487>the <01:00:35.642>code, <01:00:35.798>returning, <01:00:35.953>uh, <01:00:36.109>the <01:00:36.265>first,

1330
01:00:39.465 --> 01:00:42.445
<01:00:39.465>uh, <01:00:39.698>n <01:00:39.931>numbers <01:00:40.165>of <01:00:40.398>the <01:00:40.631>Fibonacci <01:00:40.865>sequence.

1331
01:00:42.825 --> 01:00:44.285
<01:00:42.825>And <01:00:43.153>it's <01:00:43.482>actually <01:00:43.810>telling <01:00:44.138>me

1332
01:00:45.115 --> 01:00:48.065
<01:00:45.115>what <01:00:45.290>it <01:00:45.464>has <01:00:45.640>been <01:00:45.814>doing, <01:00:45.990>which <01:00:46.165>is <01:00:46.339>really <01:00:46.515>cool.

1333
01:00:48.845 --> 01:00:51.385
<01:00:48.845>Um, <01:00:49.125>yeah. <01:00:49.404>So <01:00:49.685>that <01:00:49.964>worked <01:00:50.245>awesome.

1334
01:00:52.165 --> 01:00:55.945
<01:00:52.165>But <01:00:52.340>sometimes <01:00:52.515>you <01:00:52.690>need <01:00:52.865>other <01:00:53.040>tools <01:00:53.215>than <01:00:53.390>the <01:00:53.565>tools

1335
01:00:55.945 --> 01:00:56.945
<01:00:55.945>that <01:00:56.245>are <01:00:56.545>built <01:00:56.845>in.

1336
01:00:57.685 --> 01:00:59.945
<01:00:57.685>Uh, <01:00:57.860>you <01:00:58.035>need <01:00:58.210>to <01:00:58.384>create <01:00:58.560>your <01:00:58.735>own <01:00:58.910>custom <01:00:59.085>tools.

1337
01:01:00.605 --> 01:01:03.785
<01:01:00.605>So <01:01:00.745>now <01:01:00.885>we <01:01:01.025>are <01:01:01.165>going <01:01:01.305>to <01:01:01.445>create <01:01:01.585>our <01:01:01.725>own <01:01:01.865>custom <01:01:02.005>tools

1338
01:01:03.785 --> 01:01:06.785
<01:01:03.785>because <01:01:03.960>we <01:01:04.134>want <01:01:04.310>to, <01:01:04.484>uh, <01:01:04.660>create <01:01:04.835>a <01:01:05.009>game <01:01:05.185>master.

1339
01:01:07.855 --> 01:01:12.455
<01:01:07.855>Um, <01:01:08.055>let's <01:01:08.255>see <01:01:08.455>how <01:01:08.655>we <01:01:08.855>build <01:01:09.055>custom <01:01:09.255>tools.

1340
01:01:13.125 --> 01:01:16.625
<01:01:13.125>Just, <01:01:13.475>um, <01:01:13.825>just <01:01:14.175>call <01:01:14.525>here.

1341
01:01:19.855 --> 01:01:24.175
<01:01:19.855>I <01:01:20.010>think <01:01:20.166>it's <01:01:20.321>tool. <01:01:20.477>Yeah, <01:01:20.632>I <01:01:20.788>don't, <01:01:20.943>I <01:01:21.099>don't, <01:01:21.255>uh,

1342
01:01:24.275 --> 01:01:25.895
<01:01:24.275>coding <01:01:24.555>like <01:01:24.835>this <01:01:25.115>is <01:01:25.395>a <01:01:25.675>mess

1343
01:01:26.095 --> 01:01:27.175
<01:01:26.095>'cause <01:01:26.289>I <01:01:26.483>don't <01:01:26.678>have <01:01:26.872>auto <01:01:27.067>complete.

1344
01:01:27.315 --> 01:01:29.375
<01:01:27.315>Um, <01:01:27.490>so <01:01:27.665>interesting. <01:01:27.840>Yeah, <01:01:28.015>it <01:01:28.190>should <01:01:28.365>be <01:01:28.540>like <01:01:28.715>this.

1345
01:01:30.235 --> 01:01:34.215
<01:01:30.235>So <01:01:30.375>from <01:01:30.515>STRs <01:01:30.655>import <01:01:30.795>tool <01:01:30.935>and <01:01:31.075>then <01:01:31.215>create <01:01:31.355>your <01:01:31.495>own <01:01:31.635>function.

1346
01:01:34.555 --> 01:01:39.545
<01:01:34.555>For <01:01:34.710>example, <01:01:34.866>we <01:01:35.021>want <01:01:35.177>to <01:01:35.332>create <01:01:35.488>a <01:01:35.643>function, <01:01:35.799>uh, <01:01:35.955>sorry,

1347
01:01:39.925 --> 01:01:43.785
<01:01:39.925>we <01:01:40.080>want <01:01:40.236>to <01:01:40.391>create <01:01:40.547>a <01:01:40.702>function, <01:01:40.858>um, <01:01:41.013>that <01:01:41.169>will <01:01:41.325>allow

1348
01:01:44.445 --> 01:01:48.665
<01:01:44.445>our <01:01:44.645>gay <01:01:44.845>gay <01:01:45.045>master <01:01:45.245>to <01:01:45.445>roll <01:01:45.645>a <01:01:45.845>dice.

1349
01:01:50.885 --> 01:01:54.785
<01:01:50.885>And <01:01:51.040>because <01:01:51.196>I'm <01:01:51.351>lazy, <01:01:51.507>I'm <01:01:51.662>going <01:01:51.818>to <01:01:51.973>ask, <01:01:52.129>uh, <01:01:52.285>Kira

1350
01:01:55.045 --> 01:01:56.065
<01:01:55.045>to <01:01:55.274>write <01:01:55.504>it <01:01:55.733>for <01:01:55.963>me.

1351
01:01:56.605 --> 01:02:00.955
<01:01:56.605>So <01:01:56.885>write <01:01:57.165>a <01:01:57.445>function, <01:01:57.725>uh, <01:01:58.005>that,

1352
01:02:03.165 --> 01:02:06.475
<01:02:03.165>uh, <01:02:03.515>rolls <01:02:03.865>eight <01:02:04.215>ice, <01:02:04.565>um,

1353
01:02:07.385 --> 01:02:12.235
<01:02:07.385>with <01:02:07.618>a <01:02:07.851>number <01:02:08.085>of <01:02:08.318>faces, <01:02:08.551>uh, <01:02:08.785>passed

1354
01:02:12.935 --> 01:02:17.395
<01:02:12.935>as <01:02:13.110>a <01:02:13.285>string <01:02:13.460>because <01:02:13.634>the <01:02:13.810>LLM <01:02:13.985>send <01:02:14.160>strings <01:02:14.335>back.

1355
01:02:17.495 --> 01:02:20.805
<01:02:17.495>So <01:02:17.670>it <01:02:17.845>needs <01:02:18.020>to <01:02:18.194>convert <01:02:18.370>it <01:02:18.545>to, <01:02:18.720>uh, <01:02:18.895>integers.

1356
01:02:21.105 --> 01:02:25.215
<01:02:21.105>And <01:02:21.338>then <01:02:21.571>we'll <01:02:21.805>going <01:02:22.038>to <01:02:22.271>ask <01:02:22.505>it

1357
01:02:25.215 --> 01:02:26.655
<01:02:25.215>to <01:02:25.647>manage <01:02:26.079>errors, <01:02:26.511>okay?

1358
01:02:26.975 --> 01:02:29.255
<01:02:26.975>Function <01:02:27.174>that <01:02:27.375>rolls <01:02:27.575>dice <01:02:27.775>member <01:02:27.975>of <01:02:28.174>face. <01:02:28.375>Okay.

1359
01:02:31.375 --> 01:02:34.065
<01:02:31.375>Okay, <01:02:31.725>cool. <01:02:32.075>Let's <01:02:32.425>accept <01:02:32.775>this.

1360
01:02:35.465 --> 01:02:39.365
<01:02:35.465>So <01:02:35.620>here <01:02:35.776>we <01:02:35.931>have <01:02:36.087>a <01:02:36.242>function <01:02:36.398>that <01:02:36.553>can <01:02:36.709>roll <01:02:36.865>dices.

1361
01:02:40.595 --> 01:02:42.855
<01:02:40.595>The <01:02:40.750>only <01:02:40.906>thing <01:02:41.061>that <01:02:41.217>you <01:02:41.372>need <01:02:41.528>to <01:02:41.683>do <01:02:41.839>to <01:02:41.995>convert

1362
01:02:42.925 --> 01:02:45.095
<01:02:42.925>that <01:02:43.205>function <01:02:43.485>into <01:02:43.765>a <01:02:44.045>tool <01:02:44.325>is

1363
01:02:45.115 --> 01:02:48.135
<01:02:45.115>to <01:02:45.270>add <01:02:45.426>the <01:02:45.581>decorator <01:02:45.737>tool <01:02:45.892>right <01:02:46.048>in <01:02:46.203>front <01:02:46.359>of <01:02:46.515>it.

1364
01:02:51.575 --> 01:02:54.475
<01:02:51.575>Um, <01:02:51.855>and <01:02:52.134>then <01:02:52.415>you <01:02:52.694>give <01:02:52.975>this

1365
01:02:54.505 --> 01:02:58.385
<01:02:54.505>tool <01:02:54.971>to <01:02:55.438>your <01:02:55.905>agent.

1366
01:03:02.985 --> 01:03:06.165
<01:03:02.985>And <01:03:03.218>now <01:03:03.451>if <01:03:03.685>I <01:03:03.918>just <01:03:04.151>ask, <01:03:04.385>um,

1367
01:03:08.475 --> 01:03:13.425
<01:03:08.475>roll <01:03:08.674>a <01:03:08.875>D <01:03:09.075>20, <01:03:09.275>if <01:03:09.475>I'm <01:03:09.674>not <01:03:09.875>mistaken,

1368
01:03:14.735 --> 01:03:18.475
<01:03:14.735>it <01:03:15.435>should, <01:03:16.135>oh,

1369
01:03:20.235 --> 01:03:23.625
<01:03:20.235>oh, <01:03:20.585>yeah, <01:03:20.935>no, <01:03:21.285>no, <01:03:21.635>yeah,

1370
01:03:24.795 --> 01:03:29.465
<01:03:24.795>this <01:03:25.495>life <01:03:26.195>debugging.

1371
01:03:34.155 --> 01:03:35.285
<01:03:34.155>Okay, <01:03:34.494>so <01:03:34.833>that's <01:03:35.172>cool.

1372
01:03:35.505 --> 01:03:37.665
<01:03:35.505>So <01:03:35.971>it <01:03:36.438>actually, <01:03:36.905>now

1373
01:03:37.665 --> 01:03:40.985
<01:03:37.665>that <01:03:37.840>we've <01:03:38.015>wrapped <01:03:38.190>our <01:03:38.365>function <01:03:38.540>into <01:03:38.715>the <01:03:38.890>tool <01:03:39.065>decorator

1374
01:03:41.685 --> 01:03:44.465
<01:03:41.685>and <01:03:41.918>passed <01:03:42.151>the <01:03:42.384>name <01:03:42.618>of <01:03:42.851>the <01:03:43.085>function,

1375
01:03:49.715 --> 01:03:53.585
<01:03:49.715>it <01:03:49.855>has <01:03:49.995>a <01:03:50.135>roll <01:03:50.275>dice <01:03:50.415>function, <01:03:50.555>even <01:03:50.695>though <01:03:50.835>I <01:03:50.975>have <01:03:51.115>not,

1376
01:03:53.765 --> 01:03:57.345
<01:03:53.765>and <01:03:53.892>this <01:03:54.019>is <01:03:54.146>not <01:03:54.274>best <01:03:54.401>practice, <01:03:54.528>even <01:03:54.655>though <01:03:54.783>I <01:03:54.910>have <01:03:55.037>not, <01:03:55.165>uh,

1377
01:03:57.525 --> 01:04:01.305
<01:03:57.525>put <01:03:57.680>a <01:03:57.836>duck <01:03:57.991>string <01:03:58.147>in <01:03:58.302>my <01:03:58.458>function, <01:03:58.613>um, <01:03:58.769>saying <01:03:58.925>exactly

1378
01:04:01.495 --> 01:04:05.385
<01:04:01.495>what <01:04:01.670>the <01:04:01.845>function <01:04:02.020>is, <01:04:02.194>uh, <01:04:02.370>meant <01:04:02.545>for <01:04:02.720>my <01:04:02.895>agent,

1379
01:04:05.705 --> 01:04:08.225
<01:04:05.705>actually <01:04:05.938>understood <01:04:06.171>by <01:04:06.404>itself <01:04:06.638>what <01:04:06.871>it's <01:04:07.105>doing.

1380
01:04:09.165 --> 01:04:13.385
<01:04:09.165>Um, <01:04:09.340>let <01:04:09.515>me <01:04:09.690>just <01:04:09.865>ask, <01:04:10.040>um, <01:04:10.215>here <01:04:10.390>to, <01:04:10.565>uh,

1381
01:04:14.145 --> 01:04:16.105
<01:04:14.145>generate <01:04:14.845>a <01:04:15.545>doc

1382
01:04:16.105 --> 01:04:20.285
<01:04:16.105>string, <01:04:16.805>uh, <01:04:17.505>string.

1383
01:04:23.475 --> 01:04:26.405
<01:04:23.475>Is <01:04:23.825>it <01:04:24.174>gonna <01:04:24.525>work? <01:04:24.875>Woo.

1384
01:04:28.245 --> 01:04:32.195
<01:04:28.245>Um, <01:04:28.595>oh, <01:04:28.944>that's <01:04:29.295>cool. <01:04:29.645>Yeah.

1385
01:04:33.145 --> 01:04:35.275
<01:04:33.145>Okay. <01:04:33.378>That's <01:04:33.611>a <01:04:33.845>very <01:04:34.078>long <01:04:34.311>doc <01:04:34.545>string

1386
01:04:35.295 --> 01:04:37.675
<01:04:35.295>for <01:04:35.470>a <01:04:35.645>dice <01:04:35.820>roll <01:04:35.995>function, <01:04:36.170>but <01:04:36.345>this, <01:04:36.520>this'll <01:04:36.695>do.

1387
01:04:38.615 --> 01:04:40.275
<01:04:38.615>Um, <01:04:39.314>okay, <01:04:40.015>cool.

1388
01:04:41.975 --> 01:04:44.475
<01:04:41.975>Um, <01:04:42.115>now <01:04:42.255>we've <01:04:42.395>seen, <01:04:42.535>how <01:04:42.674>long <01:04:42.815>do <01:04:42.955>I <01:04:43.095>have <01:04:43.235>lived? <01:04:43.375>Okay.

1389
01:04:44.975 --> 01:04:48.835
<01:04:44.975>Uh, <01:04:45.115>now <01:04:45.255>we've <01:04:45.395>seen <01:04:45.535>how <01:04:45.674>to <01:04:45.815>create <01:04:45.955>an <01:04:46.095>agent, <01:04:46.235>uh, <01:04:46.375>how

1390
01:04:48.835 --> 01:04:49.915
<01:04:48.835>to <01:04:49.159>use <01:04:49.483>built-in <01:04:49.807>tools

1391
01:04:50.455 --> 01:04:52.875
<01:04:50.455>and <01:04:50.630>also <01:04:50.805>how <01:04:50.980>to <01:04:51.154>create <01:04:51.330>your <01:04:51.505>own <01:04:51.680>custom <01:04:51.855>tools.

1392
01:04:53.615 --> 01:04:57.435
<01:04:53.615>Uh, <01:04:53.790>now <01:04:53.964>we'll <01:04:54.140>see <01:04:54.314>how <01:04:54.490>to <01:04:54.665>connect <01:04:54.839>your <01:04:55.015>agent

1393
01:04:57.455 --> 01:05:01.555
<01:04:57.455>to <01:04:57.630>an <01:04:57.805>MCP <01:04:57.980>server <01:04:58.154>where <01:04:58.330>we <01:04:58.505>do <01:04:58.680>have, <01:04:58.855>uh,

1394
01:05:01.755 --> 01:05:03.075
<01:05:01.755>a <01:05:02.052>function <01:05:02.349>that <01:05:02.645>is <01:05:02.942>served.

1395
01:05:03.335 --> 01:05:05.595
<01:05:03.335>So <01:05:03.535>we'll <01:05:03.735>just <01:05:03.935>move <01:05:04.135>the <01:05:04.335>roll <01:05:04.535>dice <01:05:04.735>function

1396
01:05:05.595 --> 01:05:06.835
<01:05:05.595>onto <01:05:05.967>an <01:05:06.339>MCP <01:05:06.711>server.

1397
01:05:07.325 --> 01:05:11.875
<01:05:07.325>Let's <01:05:07.524>create <01:05:07.725>a, <01:05:07.924>um, <01:05:08.125>file <01:05:08.325>called <01:05:08.524>MCP <01:05:08.725>server.

1398
01:05:15.075 --> 01:05:17.285
<01:05:15.075>Um, <01:05:15.774>and, <01:05:16.475>uh,

1399
01:05:18.215 --> 01:05:21.205
<01:05:18.215>let's <01:05:18.565>move <01:05:18.915>this <01:05:19.265>here, <01:05:19.615>okay?

1400
01:05:23.015 --> 01:05:27.775
<01:05:23.015>And <01:05:23.365>let's <01:05:23.714>create <01:05:24.065>an <01:05:24.415>MCP

1401
01:05:27.895 --> 01:05:30.495
<01:05:27.895>Sava <01:05:28.070>where <01:05:28.245>we <01:05:28.420>have <01:05:28.595>our, <01:05:28.770>uh, <01:05:28.945>dice <01:05:29.120>roll <01:05:29.295>function

1402
01:05:30.925 --> 01:05:32.935
<01:05:30.925>that <01:05:31.205>runs <01:05:31.485>onto <01:05:31.765>it <01:05:32.045>as <01:05:32.325>MCP,

1403
01:05:35.765 --> 01:05:37.415
<01:05:35.765>what <01:05:35.940>we <01:05:36.115>need <01:05:36.290>to <01:05:36.464>do <01:05:36.640>is <01:05:36.815>first <01:05:36.990>to <01:05:37.165>create,

1404
01:05:38.395 --> 01:05:41.675
<01:05:38.395>uh, <01:05:38.861>the <01:05:39.328>MCP <01:05:39.795>Sava.

1405
01:05:41.775 --> 01:05:44.155
<01:05:41.775>So <01:05:42.241>just <01:05:42.708>fast <01:05:43.175>MCD

1406
01:05:46.265 --> 01:05:48.725
<01:05:46.265>and <01:05:46.440>we'll, <01:05:46.615>we'll <01:05:46.790>put <01:05:46.964>it <01:05:47.140>on <01:05:47.315>port <01:05:47.490>80 <01:05:47.665>80.

1407
01:05:51.545 --> 01:05:55.245
<01:05:51.545>You <01:05:51.700>can <01:05:51.856>give <01:05:52.011>your <01:05:52.167>server <01:05:52.322>a <01:05:52.478>name, <01:05:52.633>um, <01:05:52.789>like <01:05:52.945>another,

1408
01:05:55.545 --> 01:05:58.085
<01:05:55.545>but <01:05:55.720>yeah, <01:05:55.895>here <01:05:56.070>it <01:05:56.245>works <01:05:56.420>as <01:05:56.595>simply <01:05:56.770>as <01:05:56.945>that.

1409
01:05:58.585 --> 01:06:00.565
<01:05:58.585>And <01:05:59.051>then <01:05:59.518>MCP <01:05:59.985>Run

1410
01:06:01.305 --> 01:06:05.045
<01:06:01.305>and <01:06:01.654>transport <01:06:02.004>HTT <01:06:02.355>B <01:06:02.705>Stream.

1411
01:06:05.625 --> 01:06:09.495
<01:06:05.625>I'm <01:06:05.800>just <01:06:05.975>gonna <01:06:06.150>copy <01:06:06.325>this <01:06:06.500>from <01:06:06.675>the <01:06:06.850>documentation. <01:06:07.025>Okay?

1412
01:06:10.355 --> 01:06:14.175
<01:06:10.355>So <01:06:10.510>this <01:06:10.666>is <01:06:10.821>just <01:06:10.977>enough <01:06:11.132>to <01:06:11.288>run <01:06:11.443>your <01:06:11.599>MCP <01:06:11.755>Sava

1413
01:06:14.795 --> 01:06:19.375
<01:06:14.795>and <01:06:15.028>we're <01:06:15.261>just <01:06:15.495>gonna <01:06:15.728>add <01:06:15.961>the <01:06:16.195>function

1414
01:06:20.905 --> 01:06:24.395
<01:06:20.904>code <01:06:21.371>it <01:06:21.838>here, <01:06:22.305>okay?

1415
01:06:25.785 --> 01:06:29.905
<01:06:25.785>That <01:06:26.018>we <01:06:26.251>want <01:06:26.484>to <01:06:26.718>serve <01:06:26.951>right <01:06:27.185>there.

1416
01:06:31.265 --> 01:06:33.845
<01:06:31.265>And <01:06:31.440>you <01:06:31.615>just <01:06:31.790>need <01:06:31.964>to <01:06:32.140>change <01:06:32.315>this <01:06:32.490>as <01:06:32.665>not,

1417
01:06:33.845 --> 01:06:37.325
<01:06:33.845>it's <01:06:34.020>not <01:06:34.195>a <01:06:34.370>tool <01:06:34.545>anymore, <01:06:34.720>it's <01:06:34.895>an <01:06:35.070>MCP <01:06:35.245>tool.

1418
01:06:39.665 --> 01:06:43.715
<01:06:39.665>Um, <01:06:39.865>is <01:06:40.065>this <01:06:40.265>enough? <01:06:40.465>Yeah, <01:06:40.665>I <01:06:40.865>think <01:06:41.065>so.

1419
01:06:45.205 --> 01:06:47.705
<01:06:45.205>So <01:06:45.485>now <01:06:45.765>if <01:06:46.045>I <01:06:46.325>run, <01:06:46.605>um,

1420
01:06:49.895 --> 01:06:51.465
<01:06:49.895>this <01:06:51.295>here.

1421
01:06:51.565 --> 01:06:53.875
<01:06:51.565>Oh <01:06:52.031>yeah, <01:06:52.498>of <01:06:52.965>course.

1422
01:06:57.285 --> 01:07:00.875
<01:06:57.285>Hmm. <01:06:57.751>This <01:06:58.218>good <01:06:58.685>now?

1423
01:07:03.955 --> 01:07:08.765
<01:07:03.955>Okay. <01:07:04.082>So <01:07:04.209>now <01:07:04.336>on <01:07:04.464>port <01:07:04.591>80 <01:07:04.718>80, <01:07:04.845>my <01:07:04.973>MCP <01:07:05.100>server <01:07:05.227>is <01:07:05.355>running,

1424
01:07:08.975 --> 01:07:10.845
<01:07:08.975>which <01:07:09.441>means <01:07:09.908>that, <01:07:10.375>uh,

1425
01:07:10.845 --> 01:07:14.325
<01:07:10.845>basically <01:07:11.078>my <01:07:11.311>function <01:07:11.545>rolled <01:07:11.778>dice <01:07:12.011>is <01:07:12.245>now

1426
01:07:15.235 --> 01:07:19.085
<01:07:15.235>available <01:07:15.390>to <01:07:15.546>be <01:07:15.701>used <01:07:15.857>by <01:07:16.012>any <01:07:16.168>agents <01:07:16.323>that <01:07:16.479>has <01:07:16.635>access

1427
01:07:19.105 --> 01:07:20.245
<01:07:19.105>to <01:07:19.618>this <01:07:20.131>RL.

1428
01:07:20.945 --> 01:07:25.125
<01:07:20.945>Um, <01:07:21.100>so <01:07:21.256>going <01:07:21.411>back <01:07:21.567>to <01:07:21.722>demo <01:07:21.878>here <01:07:22.033>with <01:07:22.189>our <01:07:22.345>agent,

1429
01:07:26.025 --> 01:07:30.015
<01:07:26.025>um, <01:07:26.258>we <01:07:26.491>need <01:07:26.725>to <01:07:26.958>import <01:07:27.191>two <01:07:27.425>things,

1430
01:07:30.705 --> 01:07:35.095
<01:07:30.705>which <01:07:30.860>is <01:07:31.016>the <01:07:31.171>fact <01:07:31.327>that <01:07:31.482>it's <01:07:31.638>now <01:07:31.793>an <01:07:31.949>MP <01:07:32.105>client

1431
01:07:35.595 --> 01:07:38.815
<01:07:35.595>and <01:07:35.875>the <01:07:36.155>streamable <01:07:36.435>HCTP, <01:07:36.715>uh, <01:07:36.995>client.

1432
01:07:40.125 --> 01:07:43.255
<01:07:40.125>So <01:07:40.475>I'll <01:07:40.825>add <01:07:41.175>this <01:07:41.525>line,

1433
01:07:44.035 --> 01:07:45.975
<01:07:44.035>oh <01:07:44.315>wait, <01:07:44.595>let <01:07:44.875>me <01:07:45.154>show <01:07:45.435>you.

1434
01:07:46.285 --> 01:07:51.085
<01:07:46.285>Okay. <01:07:46.440>Where <01:07:46.596>I <01:07:46.751>give, <01:07:46.907>let's <01:07:47.062>just <01:07:47.218>call <01:07:47.373>it <01:07:47.529>MCP <01:07:47.685>client,

1435
01:07:51.785 --> 01:07:56.545
<01:07:51.785>um, <01:07:51.984>um, <01:07:52.185>the <01:07:52.384>endpoint <01:07:52.585>of <01:07:52.785>my <01:07:52.984>MCP <01:07:53.185>server

1436
01:07:56.545 --> 01:07:57.625
<01:07:56.545>that <01:07:56.788>is <01:07:57.031>running <01:07:57.274>right <01:07:57.517>here.

1437
01:07:58.645 --> 01:08:01.425
<01:07:58.645>And <01:07:58.820>now <01:07:58.995>we <01:07:59.170>need <01:07:59.345>to <01:07:59.520>add <01:07:59.695>a <01:07:59.870>w <01:08:00.045>statement

1438
01:08:01.475 --> 01:08:06.085
<01:08:01.475>where <01:08:01.650>we <01:08:01.825>create <01:08:02.000>our <01:08:02.174>agent, <01:08:02.350>put <01:08:02.525>everything <01:08:02.700>in <01:08:02.875>here,

1439
01:08:08.455 --> 01:08:11.995
<01:08:08.455>and <01:08:08.630>inside <01:08:08.805>of <01:08:08.980>this <01:08:09.154>w <01:08:09.330>statement, <01:08:09.505>we <01:08:09.680>need <01:08:09.855>to

1440
01:08:12.695 --> 01:08:14.435
<01:08:12.695>get <01:08:12.928>the <01:08:13.161>tools <01:08:13.395>from <01:08:13.628>the <01:08:13.861>MCP <01:08:14.095>server.

1441
01:08:15.305 --> 01:08:19.195
<01:08:15.305>So <01:08:15.432>the <01:08:15.559>first <01:08:15.686>thing <01:08:15.814>you <01:08:15.941>need <01:08:16.068>to <01:08:16.195>do <01:08:16.323>is <01:08:16.450>get <01:08:16.577>it <01:08:16.705>from

1442
01:08:21.295 --> 01:08:23.935
<01:08:21.295>a <01:08:21.575>method <01:08:21.855>called, <01:08:22.135>uh, <01:08:22.415>Listal <01:08:22.694>Sync.

1443
01:08:24.515 --> 01:08:28.295
<01:08:24.515>So <01:08:24.795>it's, <01:08:25.075>uh, <01:08:25.355>cp, <01:08:25.635>oh, <01:08:25.915>sorry.

1444
01:08:28.875 --> 01:08:31.915
<01:08:28.875>CP <01:08:29.225>Tools <01:08:29.575>equal <01:08:29.925>CCP <01:08:30.274>client,

1445
01:08:34.775 --> 01:08:36.715
<01:08:34.774>uh, <01:08:36.174>list.

1446
01:08:38.155 --> 01:08:40.335
<01:08:38.154>Oh, <01:08:38.354>I <01:08:38.554>can't <01:08:38.755>remember <01:08:38.955>what, <01:08:39.154>how <01:08:39.354>it's <01:08:39.554>written.

1447
01:08:41.465 --> 01:08:44.445
<01:08:41.465>Uh, <01:08:41.605>let <01:08:41.745>me <01:08:41.885>check <01:08:42.025>in <01:08:42.165>the <01:08:42.305>documentation. <01:08:42.444>Oh, <01:08:42.585>yeah, <01:08:42.725>like <01:08:42.865>this.

1448
01:08:46.575 --> 01:08:47.625
<01:08:46.575>Okay. <01:08:47.520>And,

1449
01:08:49.545 --> 01:08:52.365
<01:08:49.545>and <01:08:49.720>the <01:08:49.895>only <01:08:50.069>thing <01:08:50.245>you <01:08:50.420>need <01:08:50.595>to <01:08:50.770>do <01:08:50.944>is

1450
01:08:52.425 --> 01:08:54.485
<01:08:52.425>to <01:08:52.705>pass <01:08:52.985>this <01:08:53.265>into <01:08:53.545>your <01:08:53.825>tools.

1451
01:08:56.525 --> 01:08:57.925
<01:08:56.524>I <01:08:56.944>think <01:08:57.365>I'm <01:08:57.785>good.

1452
01:09:01.375 --> 01:09:05.025
<01:09:01.375>Okay. <01:09:01.654>Let's <01:09:01.935>try, <01:09:02.215>uh, <01:09:02.495>Python <01:09:02.774>demo.

1453
01:09:07.515 --> 01:09:11.515
<01:09:07.515>So <01:09:07.748>now <01:09:07.981>you <01:09:08.215>can <01:09:08.448>see <01:09:08.681>what's <01:09:08.915>happening

1454
01:09:12.415 --> 01:09:14.955
<01:09:12.415>is <01:09:12.615>that <01:09:12.814>my <01:09:13.015>MCP <01:09:13.215>server <01:09:13.415>here <01:09:13.615>is <01:09:13.814>listening.

1455
01:09:15.785 --> 01:09:20.005
<01:09:15.785>Um, <01:09:15.960>and <01:09:16.135>it <01:09:16.309>has <01:09:16.484>the <01:09:16.660>function, <01:09:16.835>uh, <01:09:17.010>rolled <01:09:17.184>dice.

1456
01:09:20.545 --> 01:09:22.085
<01:09:20.545>And <01:09:20.822>here, <01:09:21.099>when <01:09:21.376>I <01:09:21.653>launched <01:09:21.931>this

1457
01:09:22.105 --> 01:09:24.525
<01:09:22.104>and <01:09:22.245>I <01:09:22.384>asked <01:09:22.524>my <01:09:22.665>agent <01:09:22.804>to <01:09:22.944>roll <01:09:23.084>the <01:09:23.224>dice, <01:09:23.365>it <01:09:23.504>knows

1458
01:09:24.525 --> 01:09:28.165
<01:09:24.524>that <01:09:24.632>it <01:09:24.740>has <01:09:24.848>the <01:09:24.955>access <01:09:25.063>to <01:09:25.171>a <01:09:25.278>tool <01:09:25.386>that <01:09:25.494>is <01:09:25.601>on <01:09:25.709>an <01:09:25.817>MCP <01:09:25.924>server,

1459
01:09:28.825 --> 01:09:30.845
<01:09:28.825>and <01:09:29.175>it's <01:09:29.524>rolling <01:09:29.875>the <01:09:30.224>dice.

1460
01:09:31.225 --> 01:09:33.685
<01:09:31.225>So <01:09:31.505>it's <01:09:31.785>actually <01:09:32.065>running <01:09:32.345>the <01:09:32.625>function

1461
01:09:34.345 --> 01:09:38.245
<01:09:34.345>and <01:09:34.500>getting <01:09:34.656>the <01:09:34.811>result <01:09:34.967>of <01:09:35.122>that <01:09:35.278>roll <01:09:35.433>dice, <01:09:35.589>which <01:09:35.745>is,

1462
01:09:39.905 --> 01:09:41.805
<01:09:39.904>um, <01:09:40.371>here's <01:09:40.838>the <01:09:41.304>result,

1463
01:09:44.205 --> 01:09:45.705
<01:09:44.205>but <01:09:44.430>it <01:09:44.654>didn't <01:09:44.880>show <01:09:45.104>me <01:09:45.330>the <01:09:45.555>result.

1464
01:09:47.435 --> 01:09:50.055
<01:09:47.434>Let <01:09:47.714>me <01:09:47.995>ask <01:09:48.274>again. <01:09:48.554>Oh, <01:09:48.834>seven.

1465
01:09:53.035 --> 01:09:55.325
<01:09:53.035>Yeah. <01:09:53.234>Yeah. <01:09:53.434>It, <01:09:53.635>it <01:09:53.835>just <01:09:54.035>rolled <01:09:54.234>the <01:09:54.434>dice

1466
01:09:55.505 --> 01:09:58.565
<01:09:55.505>for <01:09:55.660>some <01:09:55.816>reason <01:09:55.971>it <01:09:56.127>was <01:09:56.282>not <01:09:56.438>showing <01:09:56.593>anywhere, <01:09:56.749>but <01:09:56.905>yeah.

1467
01:09:59.225 --> 01:10:00.395
<01:09:59.225>So <01:09:59.751>that's <01:10:00.278>cool.

1468
01:10:01.185 --> 01:10:04.515
<01:10:01.184>What <01:10:01.325>we've <01:10:01.464>seen <01:10:01.605>so <01:10:01.745>far <01:10:01.884>is <01:10:02.025>that <01:10:02.164>how <01:10:02.304>you <01:10:02.445>can, <01:10:02.584>um,

1469
01:10:05.335 --> 01:10:07.835
<01:10:05.335>so <01:10:05.535>run <01:10:05.735>a <01:10:05.935>tool <01:10:06.135>on <01:10:06.335>an <01:10:06.535>MCD <01:10:06.735>Sava,

1470
01:10:08.825 --> 01:10:12.045
<01:10:08.825>and <01:10:08.965>now <01:10:09.105>we'll <01:10:09.245>see <01:10:09.385>how <01:10:09.525>you <01:10:09.665>can <01:10:09.804>connect <01:10:09.945>two <01:10:10.085>agents <01:10:10.224>together,

1471
01:10:12.785 --> 01:10:14.605
<01:10:12.785>uh, <01:10:13.018>through <01:10:13.251>the <01:10:13.485>eight <01:10:13.718>to <01:10:13.951>eight <01:10:14.184>protocol.

1472
01:10:15.065 --> 01:10:19.825
<01:10:15.065>Let <01:10:15.205>me <01:10:15.345>get <01:10:15.485>rid <01:10:15.625>of <01:10:15.765>this, <01:10:15.905>and <01:10:16.045>let's <01:10:16.185>create <01:10:16.325>an <01:10:16.465>agent

1473
01:10:20.455 --> 01:10:22.345
<01:10:20.455>that <01:10:20.805>will <01:10:21.155>be <01:10:21.505>specialized <01:10:21.855>in

1474
01:10:24.225 --> 01:10:26.985
<01:10:24.225>creation, <01:10:24.691>the <01:10:25.158>agent <01:10:25.625>character.

1475
01:10:27.625 --> 01:10:30.625
<01:10:27.625>Okay. <01:10:28.325>Um, <01:10:29.025>so

1476
01:10:31.645 --> 01:10:35.705
<01:10:31.645>my <01:10:31.772>AI <01:10:31.899>game <01:10:32.026>master <01:10:32.154>now <01:10:32.281>has <01:10:32.408>access <01:10:32.535>to <01:10:32.663>a <01:10:32.790>d <01:10:32.917>rolling <01:10:33.045>function,

1477
01:10:36.085 --> 01:10:39.065
<01:10:36.085>and <01:10:36.260>we're <01:10:36.435>gonna <01:10:36.610>give <01:10:36.785>it <01:10:36.960>access <01:10:37.135>to <01:10:37.310>another <01:10:37.485>character,

1478
01:10:39.065 --> 01:10:43.305
<01:10:39.065>which <01:10:39.240>is <01:10:39.415>specialized <01:10:39.590>in <01:10:39.765>the <01:10:39.940>creation <01:10:40.115>of <01:10:40.290>other, <01:10:40.465>um,

1479
01:10:43.715 --> 01:10:44.905
<01:10:43.715>characters <01:10:44.072>in <01:10:44.429>the <01:10:44.786>game.

1480
01:10:45.855 --> 01:10:50.825
<01:10:45.855>Um, <01:10:46.321>so <01:10:46.788>let <01:10:47.254>me

1481
01:10:50.855 --> 01:10:54.725
<01:10:50.855>just, <01:10:51.554>uh, <01:10:52.254>uh,

1482
01:10:56.445 --> 01:10:58.575
<01:10:56.445>yeah, <01:10:56.678>let's <01:10:56.911>create <01:10:57.144>an, <01:10:57.378>an, <01:10:57.611>an <01:10:57.844>agent.

1483
01:11:00.225 --> 01:11:02.965
<01:11:00.225>I'm <01:11:00.505>just <01:11:00.785>going <01:11:01.065>copy <01:11:01.345>this <01:11:01.625>here

1484
01:11:06.725 --> 01:11:09.105
<01:11:06.725>and <01:11:07.191>then <01:11:07.658>Agent <01:11:08.125>you.

1485
01:11:09.105 --> 01:11:13.205
<01:11:09.105>Go. <01:11:09.804>Um, <01:11:10.504>um,

1486
01:11:14.305 --> 01:11:17.975
<01:11:14.305>now <01:11:14.538>that <01:11:14.771>my <01:11:15.005>agent <01:11:15.238>is <01:11:15.471>an <01:11:15.705>expert

1487
01:11:18.035 --> 01:11:22.135
<01:11:18.035>and <01:11:18.210>is <01:11:18.385>going <01:11:18.559>to <01:11:18.735>interact <01:11:18.910>with <01:11:19.085>the, <01:11:19.260>uh, <01:11:19.434>uh,

1488
01:11:22.835 --> 01:11:26.055
<01:11:22.835>AI <01:11:22.951>Game <01:11:23.068>Master, <01:11:23.185>I <01:11:23.301>need <01:11:23.418>to <01:11:23.535>give <01:11:23.651>it <01:11:23.768>a <01:11:23.885>name <01:11:24.001>and <01:11:24.118>a <01:11:24.235>description

1489
01:11:26.245 --> 01:11:30.335
<01:11:26.245>because, <01:11:26.420>uh, <01:11:26.595>my <01:11:26.769>AI <01:11:26.945>game <01:11:27.120>master <01:11:27.295>will <01:11:27.470>read <01:11:27.644>this

1490
01:11:30.595 --> 01:11:35.095
<01:11:30.595>to <01:11:30.770>understand <01:11:30.945>if <01:11:31.120>it <01:11:31.295>needs <01:11:31.470>to <01:11:31.645>use <01:11:31.820>the, <01:11:31.995>uh,

1491
01:11:35.505 --> 01:11:36.775
<01:11:35.505>agent, <01:11:36.076>uh, <01:11:36.647>character.

1492
01:11:37.555 --> 01:11:39.695
<01:11:37.555>And, <01:11:37.755>uh, <01:11:37.955>it <01:11:38.155>needs <01:11:38.355>to <01:11:38.555>have <01:11:38.755>a, <01:11:38.955>uh,

1493
01:11:39.805 --> 01:11:41.215
<01:11:39.805>full <01:11:40.058>description <01:11:40.312>of <01:11:40.566>what <01:11:40.820>it <01:11:41.074>does.

1494
01:11:41.795 --> 01:11:44.535
<01:11:41.795>So <01:11:41.950>I'm <01:11:42.106>just <01:11:42.261>gonna <01:11:42.417>give <01:11:42.572>it <01:11:42.728>a <01:11:42.883>name, <01:11:43.039>uh, <01:11:43.195>d

1495
01:11:44.535 --> 01:11:47.055
<01:11:44.535>and <01:11:45.001>d <01:11:45.468>character, <01:11:45.934>uh,

1496
01:11:47.105 --> 01:11:49.735
<01:11:47.105>management <01:11:48.504>Management.

1497
01:11:51.275 --> 01:11:52.975
<01:11:51.275>Um, <01:11:51.508>I'm <01:11:51.741>gonna <01:11:51.974>give <01:11:52.208>it <01:11:52.441>a <01:11:52.674>description.

1498
01:11:56.485 --> 01:12:00.515
<01:11:56.485>Um, <01:11:56.640>I <01:11:56.796>mean, <01:11:56.951>the <01:11:57.107>longer <01:11:57.262>your <01:11:57.418>description <01:11:57.573>is, <01:11:57.729>the <01:11:57.884>better,

1499
01:12:00.655 --> 01:12:02.235
<01:12:00.655>but, <01:12:00.934>um, <01:12:01.215>here, <01:12:01.495>it's <01:12:01.775>a <01:12:02.054>demo.

1500
01:12:02.375 --> 01:12:03.995
<01:12:02.375>So <01:12:02.655>I'm <01:12:02.935>just <01:12:03.215>gonna <01:12:03.495>try, <01:12:03.775>oops,

1501
01:12:05.045 --> 01:12:06.425
<01:12:05.045>I'm <01:12:05.222>just <01:12:05.399>gonna <01:12:05.577>try <01:12:05.754>to <01:12:05.932>make <01:12:06.109>it <01:12:06.287>short.

1502
01:12:07.125 --> 01:12:10.985
<01:12:07.125>Um, <01:12:07.475>you <01:12:07.825>can, <01:12:08.175>you <01:12:08.525>are,

1503
01:12:12.065 --> 01:12:15.885
<01:12:12.065>and, <01:12:12.265>um, <01:12:12.465>you <01:12:12.665>are, <01:12:12.865>you <01:12:13.065>are <01:12:13.265>a <01:12:13.465>character,

1504
01:12:17.375 --> 01:12:22.025
<01:12:17.375>character <01:12:18.075>expert <01:12:18.775>you

1505
01:12:22.325 --> 01:12:26.325
<01:12:22.325>can <01:12:22.675>create <01:12:23.025>and, <01:12:23.375>uh, <01:12:23.724>manage,

1506
01:12:27.065 --> 01:12:28.735
<01:12:27.065>uh, <01:12:28.465>characters.

1507
01:12:31.305 --> 01:12:35.535
<01:12:31.305>Um, <01:12:31.505>what <01:12:31.705>else? <01:12:31.905>I'm <01:12:32.105>just <01:12:32.305>gonna <01:12:32.505>try <01:12:32.705>this.

1508
01:12:37.245 --> 01:12:41.745
<01:12:37.245>And, <01:12:37.478>um, <01:12:37.711>let's <01:12:37.945>give <01:12:38.178>it <01:12:38.411>tools, <01:12:38.644>um,

1509
01:12:42.245 --> 01:12:43.385
<01:12:42.245>to <01:12:42.758>create <01:12:43.271>characters.

1510
01:12:43.485 --> 01:12:46.065
<01:12:43.485>So <01:12:43.660>usually <01:12:43.835>what <01:12:44.009>you're <01:12:44.184>gonna <01:12:44.360>have <01:12:44.535>is <01:12:44.710>a <01:12:44.884>database

1511
01:12:46.065 --> 01:12:49.345
<01:12:46.065>of <01:12:46.205>characters, <01:12:46.345>but <01:12:46.485>here <01:12:46.625>we're <01:12:46.765>just <01:12:46.905>gonna <01:12:47.045>make <01:12:47.185>it <01:12:47.325>create, <01:12:47.465>um,

1512
01:12:50.525 --> 01:12:51.635
<01:12:50.525>files <01:12:51.524>locally.

1513
01:12:51.975 --> 01:12:56.195
<01:12:51.975>So, <01:12:52.150>um, <01:12:52.325>do <01:12:52.500>I <01:12:52.675>still <01:12:52.850>have, <01:12:53.025>I <01:12:53.200>don't, <01:12:53.375>uh,

1514
01:12:56.265 --> 01:12:57.195
<01:12:56.265>it's <01:12:56.683>Trend <01:12:57.102>Tools

1515
01:12:59.415 --> 01:13:04.045
<01:12:59.415>import, <01:12:59.765>uh, <01:13:00.115>what <01:13:00.465>was <01:13:00.815>it?

1516
01:13:04.715 --> 01:13:08.405
<01:13:04.715>File <01:13:06.115>Viol,

1517
01:13:08.545 --> 01:13:10.885
<01:13:08.545>um, <01:13:09.945>right.

1518
01:13:13.695 --> 01:13:17.035
<01:13:13.695>And <01:13:13.870>what <01:13:14.045>was <01:13:14.219>the <01:13:14.394>other <01:13:14.570>method? <01:13:14.745>File <01:13:14.920>read. <01:13:15.094>Okay.

1519
01:13:18.775 --> 01:13:21.275
<01:13:18.775>And <01:13:19.125>it's <01:13:19.474>give <01:13:19.825>that's <01:13:20.174>passed.

1520
01:13:21.275 --> 01:13:22.035
<01:13:21.275>This <01:13:21.617>is <01:13:21.959>tools

1521
01:13:23.095 --> 01:13:26.345
<01:13:23.095>to <01:13:23.795>my <01:13:24.495>agent.

1522
01:13:27.165 --> 01:13:30.245
<01:13:27.165>Okay. <01:13:27.340>Um, <01:13:27.515>what <01:13:27.690>else <01:13:27.865>do <01:13:28.040>I <01:13:28.215>need <01:13:28.390>to <01:13:28.565>do?

1523
01:13:30.265 --> 01:13:32.125
<01:13:30.265>Oh, <01:13:30.405>yeah, <01:13:30.545>I <01:13:30.685>need <01:13:30.825>to <01:13:30.965>create <01:13:31.105>the <01:13:31.245>A <01:13:31.385>two <01:13:31.525>A <01:13:31.665>server.

1524
01:13:32.785 --> 01:13:37.005
<01:13:32.785>So <01:13:32.901>my, <01:13:33.018>uh, <01:13:33.135>character <01:13:33.251>agent <01:13:33.368>will <01:13:33.485>run <01:13:33.601>on <01:13:33.718>an <01:13:33.835>A <01:13:33.951>two <01:13:34.068>A <01:13:34.184>server.

1525
01:13:37.945 --> 01:13:40.755
<01:13:37.945>So <01:13:38.100>we <01:13:38.256>need <01:13:38.411>to <01:13:38.567>create <01:13:38.722>an <01:13:38.878>A <01:13:39.033>two <01:13:39.189>A <01:13:39.344>server.

1526
01:13:41.335 --> 01:13:46.305
<01:13:41.335>Uh, <01:13:41.510>strengths, <01:13:41.685>um, <01:13:41.860>let <01:13:42.035>me <01:13:42.210>check <01:13:42.385>in <01:13:42.560>the <01:13:42.735>documentation.

1527
01:13:46.615 --> 01:13:47.825
<01:13:46.615>Yeah. <01:13:47.704>Trends.

1528
01:13:51.645 --> 01:13:55.415
<01:13:51.645>Oops. <01:13:51.925>Okay. <01:13:52.205>A <01:13:52.485>two <01:13:52.765>A <01:13:53.045>server.

1529
01:13:56.115 --> 01:13:58.815
<01:13:56.115>And <01:13:56.315>let's <01:13:56.514>serve <01:13:56.715>this <01:13:56.915>in <01:13:57.115>a <01:13:57.315>certain <01:13:57.514>port.

1530
01:13:59.395 --> 01:14:04.265
<01:13:59.395>Um, <01:13:59.535>a <01:13:59.675>two <01:13:59.815>A, <01:13:59.955>oh, <01:14:00.095>let <01:14:00.235>me <01:14:00.375>put <01:14:00.515>this <01:14:00.655>right <01:14:00.795>after.

1531
01:14:04.505 --> 01:14:08.235
<01:14:04.505>'cause <01:14:04.785>we <01:14:05.065>need <01:14:05.345>the <01:14:05.625>agent. <01:14:05.905>Yes.

1532
01:14:09.755 --> 01:14:11.645
<01:14:09.755>Let <01:14:10.221>me <01:14:10.688>think. <01:14:11.155>Okay.

1533
01:14:12.265 --> 01:14:16.795
<01:14:12.265>So <01:14:12.545>we <01:14:12.825>need <01:14:13.105>to <01:14:13.385>then <01:14:13.665>serve.

1534
01:14:18.845 --> 01:14:20.375
<01:14:18.845>It's <01:14:19.120>as <01:14:19.395>simple <01:14:19.671>as <01:14:19.946>the, <01:14:20.222>uh,

1535
01:14:20.695 --> 01:14:23.975
<01:14:20.695>MCP <01:14:20.822>when <01:14:20.949>we <01:14:21.076>had <01:14:21.204>the <01:14:21.331>MCP <01:14:21.458>server <01:14:21.585>here, <01:14:21.713>the <01:14:21.840>line <01:14:21.967>was, <01:14:22.094>uh,

1536
01:14:24.455 --> 01:14:27.555
<01:14:24.455>MCP <01:14:24.655>Run, <01:14:24.855>and <01:14:25.055>here <01:14:25.255>it's <01:14:25.455>a <01:14:25.655>two <01:14:25.855>a

1537
01:14:28.365 --> 01:14:30.515
<01:14:28.365>server <01:14:29.065>that <01:14:29.764>serve.

1538
01:14:32.585 --> 01:14:35.915
<01:14:32.585>Um, <01:14:32.935>and <01:14:33.285>this <01:14:33.635>should <01:14:33.985>work.

1539
01:14:36.665 --> 01:14:40.875
<01:14:36.665>Okay, <01:14:37.015>let <01:14:37.365>me <01:14:37.715>serve <01:14:38.065>it.

1540
01:14:42.195 --> 01:14:45.235
<01:14:42.195>I <01:14:42.394>don't <01:14:42.594>think <01:14:42.795>I'm <01:14:42.995>logged <01:14:43.195>in <01:14:43.394>here <01:14:43.594>there.

1541
01:14:46.455 --> 01:14:46.875
Python

1542
01:14:51.745 --> 01:14:55.835
<01:14:51.745>agent, <01:14:52.445>of <01:14:53.144>course.

1543
01:14:56.565 --> 01:14:59.905
<01:14:56.565>Where <01:14:56.765>is <01:14:56.965>it? <01:14:57.165>Oh, <01:14:57.365>yeah. <01:14:57.565>Am <01:14:57.765>I <01:14:57.965>here?

1544
01:15:05.305 --> 01:15:08.705
<01:15:05.305>Oh, <01:15:06.005>um, <01:15:06.705>yeah,

1545
01:15:08.825 --> 01:15:12.825
<01:15:08.825>'cause <01:15:08.952>I, <01:15:09.079>I, <01:15:09.206>I'm <01:15:09.334>not <01:15:09.461>in <01:15:09.588>my, <01:15:09.715>I'm <01:15:09.843>not <01:15:09.970>in <01:15:10.097>my, <01:15:10.224>um,

1546
01:15:13.565 --> 01:15:14.665
<01:15:13.565>en <01:15:14.555>environment,

1547
01:15:14.925 --> 01:15:18.025
<01:15:14.925>but <01:15:15.125>I <01:15:15.325>also <01:15:15.525>need <01:15:15.725>to, <01:15:15.925>sorry <01:15:16.125>for <01:15:16.325>this,

1548
01:15:20.455 --> 01:15:21.455
<01:15:20.455>I <01:15:20.635>need <01:15:20.815>to <01:15:20.995>be <01:15:21.175>logged <01:15:21.355>in.

1549
01:15:21.475 --> 01:15:25.655
<01:15:21.475>So <01:15:21.630>my <01:15:21.786>credentials <01:15:21.941>are <01:15:22.097>working <01:15:22.252>to <01:15:22.408>call <01:15:22.563>onto, <01:15:22.719>uh, <01:15:22.875>bedrock,

1550
01:15:26.115 --> 01:15:27.765
<01:15:26.115>uh, <01:15:26.815>and <01:15:27.514>yeah.

1551
01:15:28.595 --> 01:15:31.055
<01:15:28.595>And <01:15:28.795>I <01:15:28.995>need <01:15:29.195>to <01:15:29.395>activate <01:15:29.595>my <01:15:29.795>virtual <01:15:29.995>environment

1552
01:15:34.265 --> 01:15:37.045
<01:15:34.265>and <01:15:34.615>now <01:15:34.965>it <01:15:35.315>should <01:15:35.665>work.

1553
01:15:39.395 --> 01:15:40.885
<01:15:39.395>Okay. <01:15:40.065>So <01:15:40.736>now

1554
01:15:41.485 --> 01:15:45.005
<01:15:41.485>I <01:15:41.612>have <01:15:41.739>an <01:15:41.866>A <01:15:41.994>two <01:15:42.121>A <01:15:42.248>server <01:15:42.375>running <01:15:42.503>on <01:15:42.630>port <01:15:42.757>80 <01:15:42.884>81.

1555
01:15:46.145 --> 01:15:51.045
<01:15:46.145>Um, <01:15:46.378>and <01:15:46.611>my <01:15:46.845>AI <01:15:47.078>game <01:15:47.311>master <01:15:47.545>needs

1556
01:15:51.065 --> 01:15:53.935
<01:15:51.065>to <01:15:51.345>be <01:15:51.625>aware, <01:15:51.905>uh, <01:15:52.185>of <01:15:52.465>this.

1557
01:15:54.515 --> 01:15:59.015
<01:15:54.515>So <01:15:54.622>we <01:15:54.730>need <01:15:54.838>to <01:15:54.945>give <01:15:55.053>it <01:15:55.161>also, <01:15:55.268>like <01:15:55.376>we <01:15:55.484>did <01:15:55.591>with <01:15:55.699>the <01:15:55.807>MCP <01:15:55.915>server,

1558
01:15:59.115 --> 01:16:03.815
<01:15:59.115>we <01:15:59.290>need <01:15:59.465>to <01:15:59.639>give <01:15:59.815>it <01:15:59.990>the <01:16:00.165>URL, <01:16:00.340>um, <01:16:00.514>so

1559
01:16:04.415 --> 01:16:07.095
<01:16:04.415>a <01:16:04.765>two <01:16:05.115>a, <01:16:05.465>uh, <01:16:05.815>provider.

1560
01:16:11.235 --> 01:16:15.255
<01:16:11.235>And, <01:16:11.585>um, <01:16:11.934>lemme <01:16:12.285>copy <01:16:12.634>this.

1561
01:16:17.235 --> 01:16:21.555
<01:16:17.235>Oops, <01:16:17.701>here. <01:16:18.168>All <01:16:18.634>right.

1562
01:16:21.695 --> 01:16:23.515
<01:16:21.695>So <01:16:21.974>what <01:16:22.255>we <01:16:22.535>do <01:16:22.815>here <01:16:23.094>is

1563
01:16:23.515 --> 01:16:27.275
<01:16:23.515>that <01:16:23.670>you <01:16:23.826>import <01:16:23.981>the <01:16:24.137>A <01:16:24.292>two <01:16:24.448>A <01:16:24.603>client, <01:16:24.759>uh, <01:16:24.915>library.

1564
01:16:27.895 --> 01:16:31.115
<01:16:27.895>And <01:16:28.035>from <01:16:28.175>here <01:16:28.315>you <01:16:28.455>give <01:16:28.595>all <01:16:28.735>of <01:16:28.875>the <01:16:29.015>known <01:16:29.155>agents <01:16:29.295>URLs.

1565
01:16:31.175 --> 01:16:33.955
<01:16:31.175>So <01:16:31.302>you <01:16:31.429>can <01:16:31.556>have <01:16:31.684>multiple <01:16:31.811>agents <01:16:31.938>running <01:16:32.065>on <01:16:32.193>a <01:16:32.320>two <01:16:32.447>A <01:16:32.575>server.

1566
01:16:34.505 --> 01:16:37.155
<01:16:34.505>Just <01:16:34.660>give <01:16:34.816>it <01:16:34.971>all <01:16:35.127>of <01:16:35.282>the <01:16:35.438>different <01:16:35.593>URLs <01:16:35.749>right <01:16:35.905>here.

1567
01:16:37.815 --> 01:16:40.675
<01:16:37.815>Um, <01:16:37.970>and <01:16:38.126>it <01:16:38.281>will <01:16:38.437>be <01:16:38.592>able <01:16:38.748>to <01:16:38.903>discover <01:16:39.059>them <01:16:39.215>all.

1568
01:16:41.535 --> 01:16:46.035
<01:16:41.535>Um, <01:16:41.662>and <01:16:41.789>of <01:16:41.916>course, <01:16:42.044>you <01:16:42.171>need <01:16:42.298>to <01:16:42.425>give <01:16:42.553>it <01:16:42.680>the <01:16:42.807>tools <01:16:42.934>so

1569
01:16:46.575 --> 01:16:48.435
<01:16:46.575>you <01:16:46.808>can <01:16:47.041>concatenate <01:16:47.275>all <01:16:47.508>of <01:16:47.741>the <01:16:47.974>tools

1570
01:16:48.435 --> 01:16:52.475
<01:16:48.434>that <01:16:48.590>you <01:16:48.746>have <01:16:48.901>from <01:16:49.057>the <01:16:49.212>MCP, <01:16:49.368>uh, <01:16:49.523>uh, <01:16:49.679>tool <01:16:49.834>service,

1571
01:16:53.175 --> 01:16:58.135
<01:16:53.175>and <01:16:53.375>also <01:16:53.575>the <01:16:53.775>A <01:16:53.975>two <01:16:54.175>A <01:16:54.375>providers <01:16:54.575>provider

1572
01:16:59.285 --> 01:17:01.695
<01:16:59.285>that <01:16:59.985>tools <01:17:00.684>and,

1573
01:17:01.835 --> 01:17:04.795
<01:17:01.835>um, <01:17:03.235>sorry.

1574
01:17:05.615 --> 01:17:08.915
<01:17:05.615>And <01:17:05.755>when <01:17:05.894>you <01:17:06.035>create <01:17:06.175>your <01:17:06.315>agent, <01:17:06.455>then <01:17:06.594>it <01:17:06.735>will <01:17:06.875>have <01:17:07.014>access

1575
01:17:08.985 --> 01:17:10.605
<01:17:08.985>to <01:17:09.218>the <01:17:09.451>tools <01:17:09.684>from <01:17:09.918>your <01:17:10.151>MCP <01:17:10.384>server

1576
01:17:10.705 --> 01:17:13.045
<01:17:10.705>and <01:17:10.880>the <01:17:11.055>tools <01:17:11.230>from <01:17:11.405>your <01:17:11.580>A <01:17:11.755>two <01:17:11.930>A <01:17:12.105>agent,

1577
01:17:13.495 --> 01:17:15.645
<01:17:13.495>which <01:17:13.670>is <01:17:13.845>the <01:17:14.019>character <01:17:14.195>agent <01:17:14.370>that <01:17:14.545>is <01:17:14.720>running <01:17:14.894>here.

1578
01:17:16.465 --> 01:17:18.325
<01:17:16.465>Um, <01:17:16.931>so <01:17:17.398>let's <01:17:17.865>see.

1579
01:17:20.745 --> 01:17:25.515
<01:17:20.745>Actually, <01:17:20.920>let <01:17:21.095>me <01:17:21.269>put <01:17:21.445>this <01:17:21.620>here. <01:17:21.795>That's <01:17:21.970>not <01:17:22.144>working.

1580
01:17:25.665 --> 01:17:29.745
<01:17:25.665>Okay. <01:17:25.945>And <01:17:26.225>let's <01:17:26.505>see <01:17:26.785>if, <01:17:27.065>oh,

1581
01:17:29.885 --> 01:17:31.185
<01:17:29.885>let <01:17:30.119>me <01:17:30.353>ask <01:17:30.587>you <01:17:30.821>a <01:17:31.054>question

1582
01:17:31.315 --> 01:17:34.305
<01:17:31.315>where <01:17:31.470>I <01:17:31.626>actually <01:17:31.781>do <01:17:31.937>ask <01:17:32.092>the <01:17:32.248>creation <01:17:32.403>of <01:17:32.559>a <01:17:32.715>character,

1583
01:17:35.035 --> 01:17:38.895
<01:17:35.035>create <01:17:35.385>a <01:17:35.735>character <01:17:36.085>called, <01:17:36.434>uh,

1584
01:17:39.825 --> 01:17:43.215
<01:17:39.825>gypsy <01:17:39.980>is <01:17:40.136>the <01:17:40.291>name <01:17:40.447>of <01:17:40.602>my <01:17:40.758>dog <01:17:40.913>called <01:17:41.069>Gypsy, <01:17:41.224>um,

1585
01:17:44.715 --> 01:17:49.155
<01:17:44.715>and <01:17:45.181>Makeup <01:17:45.648>it's <01:17:46.115>Stats.

1586
01:17:51.615 --> 01:17:52.875
<01:17:51.615>Oh, <01:17:52.182>cool. <01:17:52.749>So

1587
01:17:53.625 --> 01:17:56.835
<01:17:53.625>what <01:17:53.765>my <01:17:53.905>agent <01:17:54.045>is <01:17:54.185>saying <01:17:54.325>is <01:17:54.465>basically <01:17:54.605>it's <01:17:54.745>using <01:17:54.885>the <01:17:55.025>Dice

1588
01:17:56.835 --> 01:18:00.475
<01:17:56.835>roll <01:17:57.068>to <01:17:57.301>roll <01:17:57.535>the <01:17:57.768>dice <01:17:58.001>for, <01:17:58.235>uh,

1589
01:18:00.535 --> 01:18:02.115
<01:18:00.535>the <01:18:00.815>different <01:18:01.095>stats <01:18:01.375>of <01:18:01.655>my <01:18:01.934>character.

1590
01:18:02.455 --> 01:18:07.295
<01:18:02.455>And <01:18:02.610>it's <01:18:02.766>actually <01:18:02.921>creating <01:18:03.077>my <01:18:03.232>character, <01:18:03.388>um, <01:18:03.543>on <01:18:03.699>the <01:18:03.855>flight.

1591
01:18:07.315 --> 01:18:10.425
<01:18:07.315>But <01:18:07.490>it <01:18:07.665>has <01:18:07.840>not, <01:18:08.015>oh, <01:18:08.190>it <01:18:08.365>has <01:18:08.540>not <01:18:08.715>used,

1592
01:18:11.835 --> 01:18:14.255
<01:18:11.835>it <01:18:12.068>has <01:18:12.301>not <01:18:12.535>used <01:18:12.768>the <01:18:13.001>agent <01:18:13.235>character.

1593
01:18:15.495 --> 01:18:17.635
<01:18:15.495>Let <01:18:15.670>me, <01:18:15.845>let <01:18:16.019>me <01:18:16.195>do <01:18:16.370>a <01:18:16.545>better <01:18:16.720>system <01:18:16.894>prompt.

1594
01:18:18.025 --> 01:18:22.675
<01:18:18.025>This <01:18:18.152>is, <01:18:18.279>this <01:18:18.406>is <01:18:18.534>where <01:18:18.661>you <01:18:18.788>realize <01:18:18.915>that <01:18:19.043>when <01:18:19.170>you <01:18:19.297>have, <01:18:19.424>um,

1595
01:18:24.245 --> 01:18:27.565
<01:18:24.245>when <01:18:24.445>you <01:18:24.644>have <01:18:24.845>multi-agent <01:18:25.045>workflows, <01:18:25.245>you <01:18:25.445>actually <01:18:25.644>need

1596
01:18:28.325 --> 01:18:29.365
<01:18:28.325>a <01:18:28.637>good <01:18:28.949>system <01:18:29.260>prompt.

1597
01:18:30.225 --> 01:18:33.445
<01:18:30.225>So <01:18:30.400>I <01:18:30.575>need <01:18:30.750>to <01:18:30.925>tell <01:18:31.100>my <01:18:31.275>AI <01:18:31.450>game <01:18:31.625>master

1598
01:18:33.475 --> 01:18:34.685
<01:18:33.475>that <01:18:33.656>this <01:18:33.838>is <01:18:34.019>an <01:18:34.201>AI <01:18:34.382>game <01:18:34.563>master.

1599
01:18:35.025 --> 01:18:38.375
<01:18:35.025>You <01:18:35.304>are <01:18:35.585>an <01:18:35.865>AI <01:18:36.144>game <01:18:36.424>master.

1600
01:18:39.745 --> 01:18:44.505
<01:18:39.745>Uh, <01:18:40.025>you <01:18:40.305>have <01:18:40.585>access <01:18:40.865>to, <01:18:41.144>um,

1601
01:18:45.785 --> 01:18:47.485
<01:18:45.785>let <01:18:46.018>me <01:18:46.251>put <01:18:46.485>this <01:18:46.718>in <01:18:46.951>multiple <01:18:47.184>lines.

1602
01:18:48.305 --> 01:18:53.015
<01:18:48.305>You <01:18:48.655>have <01:18:49.005>access <01:18:49.355>to, <01:18:49.705>um,

1603
01:18:54.235 --> 01:18:56.575
<01:18:54.235>uh, <01:18:54.701>dice <01:18:55.168>role <01:18:55.634>function

1604
01:18:59.105 --> 01:19:03.425
<01:18:59.105>and <01:18:59.571>an <01:19:00.038>agent, <01:19:00.504>uh,

1605
01:19:03.725 --> 01:19:06.745
<01:19:03.725>expert <01:19:04.075>in, <01:19:04.425>uh, <01:19:04.775>character <01:19:05.125>creation.

1606
01:19:09.235 --> 01:19:12.785
<01:19:09.235>Okay. <01:19:09.934>Um, <01:19:10.634>oops.

1607
01:19:14.245 --> 01:19:19.125
<01:19:14.245>Not <01:19:14.420>what <01:19:14.595>I <01:19:14.769>meant. <01:19:14.945>That's <01:19:15.120>not <01:19:15.295>what <01:19:15.470>I <01:19:15.644>meant.

1608
01:19:19.315 --> 01:19:21.845
<01:19:19.315>Okay. <01:19:20.015>Um, <01:19:20.715>first,

1609
01:19:24.425 --> 01:19:28.985
<01:19:24.425>first, <01:19:24.891>check <01:19:25.358>the <01:19:25.825>tools

1610
01:19:30.335 --> 01:19:31.555
<01:19:30.335>you <01:19:30.701>have <01:19:31.067>access <01:19:31.433>to

1611
01:19:33.315 --> 01:19:34.495
<01:19:33.315>and, <01:19:34.377>uh,

1612
01:19:36.035 --> 01:19:39.405
<01:19:36.035>the <01:19:36.735>agents <01:19:37.434>mm-hmm.

1613
01:19:41.245 --> 01:19:44.895
<01:19:41.245>And <01:19:41.400>the <01:19:41.556>tools <01:19:41.711>and <01:19:41.867>the <01:19:42.022>agents <01:19:42.178>you <01:19:42.333>have <01:19:42.489>access <01:19:42.644>to.

1614
01:19:45.765 --> 01:19:50.695
<01:19:45.765>Then <01:19:46.115>decide <01:19:46.465>what <01:19:46.815>to <01:19:47.165>use.

1615
01:19:52.725 --> 01:19:57.335
<01:19:52.725>Yeah. <01:19:52.852>Let's <01:19:52.979>see <01:19:53.106>if <01:19:53.234>now <01:19:53.361>it <01:19:53.488>uses <01:19:53.615>my <01:19:53.743>agent, <01:19:53.870>my <01:19:53.997>character <01:19:54.125>agent,

1616
01:19:58.385 --> 01:20:02.185
<01:19:58.385>and <01:19:58.665>I <01:19:58.945>want <01:19:59.225>to <01:19:59.505>watch <01:19:59.785>here,

1617
01:20:03.165 --> 01:20:08.005
<01:20:03.165>here <01:20:03.320>we <01:20:03.476>should <01:20:03.631>see <01:20:03.787>if <01:20:03.942>it's <01:20:04.098>calling <01:20:04.253>my <01:20:04.409>agent <01:20:04.565>character.

1618
01:20:09.105 --> 01:20:11.525
<01:20:09.105>Oh, <01:20:09.304>there <01:20:09.504>you <01:20:09.705>go. <01:20:09.905>So <01:20:10.105>what <01:20:10.304>happens <01:20:10.504>is,

1619
01:20:11.705 --> 01:20:16.005
<01:20:11.705>in <01:20:11.821>the <01:20:11.938>A <01:20:12.055>two <01:20:12.171>A <01:20:12.288>protocol <01:20:12.405>is <01:20:12.521>that <01:20:12.638>it's <01:20:12.755>first <01:20:12.871>going <01:20:12.988>to <01:20:13.105>get

1620
01:20:16.275 --> 01:20:17.645
<01:20:16.275>what <01:20:16.521>we <01:20:16.768>call <01:20:17.014>an <01:20:17.261>agent <01:20:17.508>card,

1621
01:20:17.895 --> 01:20:21.285
<01:20:17.895>which <01:20:18.095>is <01:20:18.295>basically <01:20:18.495>the <01:20:18.695>description <01:20:18.895>of <01:20:19.095>what, <01:20:19.295>um,

1622
01:20:22.185 --> 01:20:24.045
<01:20:22.184>the <01:20:22.464>agent <01:20:22.745>is, <01:20:23.025>and <01:20:23.304>it's <01:20:23.584>getting,

1623
01:20:24.385 --> 01:20:27.085
<01:20:24.385>and <01:20:24.560>it's <01:20:24.735>giving <01:20:24.910>it <01:20:25.085>back <01:20:25.260>to <01:20:25.435>the <01:20:25.610>AI <01:20:25.785>master

1624
01:20:27.185 --> 01:20:30.965
<01:20:27.184>so <01:20:27.301>it <01:20:27.418>actually <01:20:27.535>knows <01:20:27.651>what <01:20:27.768>to <01:20:27.884>do, <01:20:28.001>um, <01:20:28.118>if <01:20:28.235>it <01:20:28.351>can <01:20:28.468>use <01:20:28.584>this.

1625
01:20:31.435 --> 01:20:33.325
<01:20:31.434>This <01:20:31.634>is <01:20:31.834>interesting <01:20:32.035>'cause <01:20:32.235>you <01:20:32.434>can <01:20:32.634>see <01:20:32.834>now

1626
01:20:33.325 --> 01:20:35.325
<01:20:33.325>that <01:20:33.605>your <01:20:33.885>two <01:20:34.165>agents <01:20:34.445>are <01:20:34.724>collaborating,

1627
01:20:35.325 --> 01:20:36.485
<01:20:35.325>they're <01:20:35.585>talking <01:20:35.847>to <01:20:36.108>each <01:20:36.369>other.

1628
01:20:36.875 --> 01:20:39.725
<01:20:36.875>Basically <01:20:37.108>what <01:20:37.341>it <01:20:37.575>did <01:20:37.808>at <01:20:38.041>first <01:20:38.275>was

1629
01:20:39.725 --> 01:20:42.085
<01:20:39.725>getting, <01:20:40.191>uh, <01:20:40.658>the <01:20:41.125>cards.

1630
01:20:42.265 --> 01:20:45.245
<01:20:42.265>So <01:20:42.392>it, <01:20:42.519>it's <01:20:42.646>discovering <01:20:42.774>all <01:20:42.901>of <01:20:43.028>the <01:20:43.155>agents <01:20:43.283>it <01:20:43.410>has <01:20:43.537>access <01:20:43.665>to.

1631
01:20:45.865 --> 01:20:50.285
<01:20:45.865>And <01:20:46.065>now <01:20:46.264>it's <01:20:46.465>asking, <01:20:46.665>um, <01:20:46.865>my <01:20:47.065>character <01:20:47.264>agent

1632
01:20:50.825 --> 01:20:53.845
<01:20:50.825>to <01:20:51.105>create, <01:20:51.385>uh, <01:20:51.665>my <01:20:51.945>character <01:20:52.224>Gypsy.

1633
01:20:54.385 --> 01:20:57.645
<01:20:54.385>Uh, <01:20:54.585>and <01:20:54.785>it's <01:20:54.985>actually <01:20:55.185>writing <01:20:55.385>a <01:20:55.585>file <01:20:55.785>where

1634
01:20:58.575 --> 01:21:01.515
<01:20:58.575>it <01:20:58.808>did <01:20:59.041>create <01:20:59.275>my <01:20:59.508>character <01:20:59.741>right <01:20:59.974>there

1635
01:21:01.615 --> 01:21:05.755
<01:21:01.615>and <01:21:01.770>dropped <01:21:01.926>all <01:21:02.081>of <01:21:02.237>the <01:21:02.392>stats <01:21:02.548>of <01:21:02.703>Gypsy <01:21:02.859>right <01:21:03.014>here

1636
01:21:07.855 --> 01:21:11.755
<01:21:07.855>and <01:21:07.982>giving <01:21:08.109>back <01:21:08.236>all <01:21:08.364>of <01:21:08.491>the <01:21:08.618>information <01:21:08.745>to <01:21:08.873>my <01:21:09.000>AI <01:21:09.127>game <01:21:09.254>Master.

1637
01:21:12.985 --> 01:21:16.485
<01:21:12.985>So <01:21:13.112>my <01:21:13.239>AI <01:21:13.366>Game <01:21:13.494>Master <01:21:13.621>also <01:21:13.748>has <01:21:13.875>a <01:21:14.003>memory <01:21:14.130>during <01:21:14.257>that <01:21:14.384>session

1638
01:21:16.785 --> 01:21:18.485
<01:21:16.785>of <01:21:17.018>what <01:21:17.251>character <01:21:17.485>just <01:21:17.718>has <01:21:17.951>been <01:21:18.184>built.

1639
01:21:19.755 --> 01:21:23.615
<01:21:19.755>So, <01:21:19.955>and <01:21:20.155>it <01:21:20.355>should <01:21:20.555>have <01:21:20.755>also <01:21:20.955>had <01:21:21.155>used

1640
01:21:26.155 --> 01:21:29.015
<01:21:26.155>my <01:21:26.310>Dice <01:21:26.466>rolling <01:21:26.621>function, <01:21:26.777>uh, <01:21:26.932>as <01:21:27.088>we <01:21:27.243>can <01:21:27.399>see <01:21:27.554>here,

1641
01:21:29.115 --> 01:21:33.255
<01:21:29.115>has <01:21:29.270>called <01:21:29.426>it <01:21:29.581>to <01:21:29.737>roll <01:21:29.892>dices <01:21:30.048>to <01:21:30.203>create <01:21:30.359>my <01:21:30.514>character.

1642
01:21:34.205 --> 01:21:38.815
<01:21:34.205>Awesome. <01:21:34.321>So <01:21:34.438>I <01:21:34.555>showed <01:21:34.671>you <01:21:34.788>in <01:21:34.905>just <01:21:35.021>a <01:21:35.138>very, <01:21:35.255>uh, <01:21:35.371>a <01:21:35.488>few <01:21:35.605>lines

1643
01:21:38.815 --> 01:21:42.695
<01:21:38.815>of <01:21:38.970>codes, <01:21:39.126>how <01:21:39.281>you <01:21:39.437>can <01:21:39.592>create, <01:21:39.748>um, <01:21:39.903>agents <01:21:40.059>to <01:21:40.215>talk

1644
01:21:42.695 --> 01:21:45.095
<01:21:42.695>to <01:21:42.850>each <01:21:43.006>other <01:21:43.161>and <01:21:43.317>agents <01:21:43.472>to <01:21:43.628>talk <01:21:43.783>to <01:21:43.939>MCP <01:21:44.094>tools.

1645
01:21:45.795 --> 01:21:49.935
<01:21:45.795>Now <01:21:45.950>I'm <01:21:46.106>going <01:21:46.261>to, <01:21:46.417>I <01:21:46.572>think, <01:21:46.728>uh, <01:21:46.883>let's <01:21:47.039>try <01:21:47.195>to,

1646
01:21:50.795 --> 01:21:53.895
<01:21:50.795>um, <01:21:50.970>show <01:21:51.145>you <01:21:51.320>the <01:21:51.495>actual <01:21:51.670>full <01:21:51.845>demo <01:21:52.020>of <01:21:52.195>this.

1647
01:21:54.635 --> 01:21:58.955
<01:21:54.635>Uh, <01:21:54.790>let <01:21:54.946>me <01:21:55.101>kill <01:21:55.257>all <01:21:55.412>of <01:21:55.568>my, <01:21:55.723>um, <01:21:55.879>all <01:21:56.035>of

1648
01:21:59.575 --> 01:22:03.075
<01:21:59.575>my <01:21:59.775>agents <01:21:59.974>running <01:22:00.175>somewhere <01:22:00.375>so <01:22:00.575>my <01:22:00.775>are <01:22:00.974>free.

1649
01:22:03.975 --> 01:22:08.275
<01:22:03.975>Um, <01:22:04.102>yeah. <01:22:04.229>So <01:22:04.356>I <01:22:04.484>have <01:22:04.611>a <01:22:04.738>full <01:22:04.865>demo <01:22:04.993>where <01:22:05.120>I <01:22:05.247>actually, <01:22:05.375>um,

1650
01:22:08.675 --> 01:22:12.355
<01:22:08.675>I <01:22:08.815>even <01:22:08.955>have <01:22:09.095>a, <01:22:09.235>a <01:22:09.375>UI <01:22:09.515>where <01:22:09.655>I <01:22:09.795>play <01:22:09.935>with <01:22:10.075>sometimes.

1651
01:22:13.015 --> 01:22:17.475
<01:22:13.015>Um, <01:22:13.190>and <01:22:13.365>here <01:22:13.540>is <01:22:13.715>a <01:22:13.890>little <01:22:14.065>bit <01:22:14.240>more <01:22:14.415>complex.

1652
01:22:17.855 --> 01:22:22.085
<01:22:17.855>Uh, <01:22:18.010>I <01:22:18.166>have <01:22:18.321>four <01:22:18.477>different, <01:22:18.632>I <01:22:18.788>have <01:22:18.943>three <01:22:19.099>different <01:22:19.254>agents.

1653
01:22:22.485 --> 01:22:25.565
<01:22:22.485>I <01:22:22.625>have <01:22:22.764>one <01:22:22.905>character <01:22:23.045>agent <01:22:23.184>that <01:22:23.325>has <01:22:23.464>access <01:22:23.605>to <01:22:23.745>a <01:22:23.884>database,

1654
01:22:26.065 --> 01:22:27.445
<01:22:26.065>an <01:22:26.375>actual <01:22:26.686>database <01:22:26.996>this <01:22:27.307>time,

1655
01:22:27.505 --> 01:22:29.005
<01:22:27.505>not <01:22:27.697>just <01:22:27.890>a <01:22:28.083>file <01:22:28.276>that <01:22:28.469>it <01:22:28.662>writes <01:22:28.855>to.

1656
01:22:29.565 --> 01:22:32.205
<01:22:29.565>I <01:22:29.681>have <01:22:29.798>a <01:22:29.915>rule <01:22:30.031>agent <01:22:30.148>that <01:22:30.265>is <01:22:30.381>an <01:22:30.498>agent <01:22:30.615>that <01:22:30.731>is <01:22:30.848>an <01:22:30.965>expert

1657
01:22:32.225 --> 01:22:34.565
<01:22:32.225>of <01:22:32.380>the <01:22:32.536>rules <01:22:32.691>and <01:22:32.847>has <01:22:33.002>access <01:22:33.158>to <01:22:33.313>a <01:22:33.469>knowledge <01:22:33.625>base

1658
01:22:35.105 --> 01:22:38.285
<01:22:35.105>why <01:22:35.232>I <01:22:35.359>dropped <01:22:35.486>all <01:22:35.614>of <01:22:35.741>the <01:22:35.868>rules <01:22:35.995>of <01:22:36.123>the <01:22:36.250>Dungeons <01:22:36.377>Dragons <01:22:36.504>team.

1659
01:22:39.145 --> 01:22:40.165
<01:22:39.145>Um, <01:22:40.063>so

1660
01:22:40.445 --> 01:22:44.285
<01:22:40.445>whenever <01:22:40.585>it <01:22:40.724>needs <01:22:40.865>to <01:22:41.005>ask <01:22:41.144>a <01:22:41.285>question <01:22:41.424>about, <01:22:41.565>you <01:22:41.705>know, <01:22:41.844>uh,

1661
01:22:44.285 --> 01:22:45.405
<01:22:44.285>the <01:22:44.537>mechanics <01:22:44.789>of <01:22:45.041>the <01:22:45.293>games,

1662
01:22:45.945 --> 01:22:48.765
<01:22:45.945>my <01:22:46.072>AI <01:22:46.199>game <01:22:46.326>master <01:22:46.454>will <01:22:46.581>ask <01:22:46.708>the <01:22:46.835>question <01:22:46.963>to <01:22:47.090>my <01:22:47.217>rule <01:22:47.344>agent.

1663
01:22:49.305 --> 01:22:51.445
<01:22:49.305>And <01:22:49.480>I <01:22:49.655>also <01:22:49.830>have <01:22:50.005>a <01:22:50.180>dice <01:22:50.355>rolling <01:22:50.530>function <01:22:50.705>running

1664
01:22:51.585 --> 01:22:52.605
<01:22:51.585>on <01:22:51.891>an <01:22:52.197>MCP <01:22:52.503>sub.

1665
01:22:53.185 --> 01:22:56.605
<01:22:53.184>And <01:22:53.360>here <01:22:53.535>is <01:22:53.709>my, <01:22:53.884>um, <01:22:54.059>uh, <01:22:54.235>game, <01:22:54.410>uh, <01:22:54.584>orchestrator.

1666
01:22:56.825 --> 01:22:59.965
<01:22:56.825>So <01:22:56.980>the <01:22:57.136>AI <01:22:57.291>Game <01:22:57.447>Master, <01:22:57.602>it <01:22:57.758>just <01:22:57.913>needs <01:22:58.069>your <01:22:58.224>R

1667
01:23:04.945 --> 01:23:08.325
<01:23:04.945>and <01:23:05.411>let's <01:23:05.878>see <01:23:06.344>here.

1668
01:23:08.665 --> 01:23:13.335
<01:23:08.665>Uh, <01:23:08.820>I'm <01:23:08.976>gonna <01:23:09.131>start <01:23:09.287>a <01:23:09.442>new <01:23:09.598>game, <01:23:09.753>uh, <01:23:09.909>let's <01:23:10.065>say

1669
01:23:14.315 --> 01:23:15.375
<01:23:14.315>is <01:23:14.553>yes, <01:23:14.792>she's <01:23:15.030>a <01:23:15.269>girl.

1670
01:23:16.215 --> 01:23:21.055
<01:23:16.215>Um, <01:23:16.565>and <01:23:16.915>then <01:23:17.265>I'll <01:23:17.615>just,

1671
01:23:21.155 --> 01:23:25.725
<01:23:21.155>uh, <01:23:21.388>use <01:23:21.621>this <01:23:21.855>to <01:23:22.088>generate <01:23:22.321>a <01:23:22.554>game.

1672
01:23:26.065 --> 01:23:28.085
<01:23:26.065>And <01:23:26.345>what <01:23:26.625>should <01:23:26.905>happen <01:23:27.185>here <01:23:27.465>is

1673
01:23:28.085 --> 01:23:30.565
<01:23:28.085>that <01:23:28.318>when <01:23:28.551>you <01:23:28.785>play <01:23:29.018>the <01:23:29.251>Generate <01:23:29.485>game,

1674
01:23:30.865 --> 01:23:33.885
<01:23:30.865>my <01:23:31.098>AI <01:23:31.331>game <01:23:31.565>Master <01:23:31.798>first <01:23:32.031>discovers <01:23:32.264>all

1675
01:23:33.885 --> 01:23:35.525
<01:23:33.885>of <01:23:34.118>the <01:23:34.351>agents <01:23:34.585>it <01:23:34.818>has <01:23:35.051>access <01:23:35.285>to

1676
01:23:36.185 --> 01:23:38.325
<01:23:36.184>and, <01:23:36.418>uh, <01:23:36.651>creates <01:23:36.884>the <01:23:37.118>character <01:23:37.351>for <01:23:37.584>me.

1677
01:23:38.745 --> 01:23:41.525
<01:23:38.745>So <01:23:38.978>Gypsy, <01:23:39.211>uh, <01:23:39.445>that <01:23:39.678>is <01:23:39.911>an, <01:23:40.144>uh,

1678
01:23:41.645 --> 01:23:43.765
<01:23:41.645>I <01:23:41.845>think <01:23:42.045>an <01:23:42.245>elf <01:23:42.445>I <01:23:42.645>chose <01:23:42.845>of <01:23:43.045>cleric.

1679
01:23:44.305 --> 01:23:48.885
<01:23:44.305>Um, <01:23:44.460>and <01:23:44.616>now <01:23:44.771>this <01:23:44.927>character <01:23:45.082>is <01:23:45.238>automatically <01:23:45.393>dropped <01:23:45.549>into <01:23:45.705>my

1680
01:23:49.085 --> 01:23:52.405
<01:23:49.085>database, <01:23:49.285>send <01:23:49.485>this <01:23:49.685>back <01:23:49.885>to, <01:23:50.085>uh, <01:23:50.285>the, <01:23:50.485>um,

1681
01:23:52.755 --> 01:23:53.965
<01:23:52.755>game <01:23:53.299>Master <01:23:53.844>Orchestrator.

1682
01:23:54.585 --> 01:23:58.205
<01:23:54.585>So <01:23:54.785>now <01:23:54.985>it <01:23:55.185>has <01:23:55.385>created <01:23:55.585>my <01:23:55.785>character, <01:23:55.985>um,

1683
01:23:59.365 --> 01:24:01.265
<01:23:59.365>oh, <01:23:59.598>too <01:23:59.831>bad <01:24:00.065>this <01:24:00.298>isn't <01:24:00.531>working <01:24:00.764>here,

1684
01:24:01.365 --> 01:24:03.825
<01:24:01.365>but <01:24:01.598>there <01:24:01.831>should <01:24:02.065>be <01:24:02.298>a <01:24:02.531>nice <01:24:02.764>image.

1685
01:24:04.205 --> 01:24:07.265
<01:24:04.205>And <01:24:04.380>now <01:24:04.555>I <01:24:04.730>can <01:24:04.905>start <01:24:05.080>playing, <01:24:05.255>um, <01:24:05.430>the <01:24:05.605>game.

1686
01:24:08.025 --> 01:24:11.625
<01:24:08.025>I <01:24:08.180>have <01:24:08.336>a <01:24:08.491>few <01:24:08.647>pre-written <01:24:08.802>actions <01:24:08.958>that <01:24:09.113>I <01:24:09.269>can <01:24:09.424>do,

1687
01:24:11.725 --> 01:24:14.625
<01:24:11.725>but <01:24:11.958>I'll <01:24:12.191>choose, <01:24:12.425>investigate <01:24:12.658>the <01:24:12.891>going <01:24:13.125>Shrine

1688
01:24:14.725 --> 01:24:15.825
<01:24:14.725>and <01:24:15.055>Pry <01:24:15.385>for <01:24:15.715>guidance.

1689
01:24:16.765 --> 01:24:20.865
<01:24:16.765>Um, <01:24:16.965>and <01:24:17.165>so <01:24:17.365>this <01:24:17.565>then <01:24:17.765>a <01:24:17.965>query <01:24:18.165>to

1690
01:24:21.445 --> 01:24:25.185
<01:24:21.445>my <01:24:21.678>AI <01:24:21.911>Game <01:24:22.144>Master, <01:24:22.378>which <01:24:22.611>decides, <01:24:22.844>whoa,

1691
01:24:25.915 --> 01:24:26.985
<01:24:25.915>error <01:24:26.878>messages.

1692
01:24:27.375 --> 01:24:28.905
<01:24:27.375>Well <01:24:27.650>live <01:24:27.925>demo. <01:24:28.201>There <01:24:28.476>you <01:24:28.751>go.

1693
01:24:29.565 --> 01:24:34.385
<01:24:29.565>Um, <01:24:29.692>where <01:24:29.819>it <01:24:29.946>chooses <01:24:30.074>to <01:24:30.201>roll <01:24:30.328>a <01:24:30.455>dice <01:24:30.583>to <01:24:30.710>see <01:24:30.837>if <01:24:30.965>I,

1694
01:24:34.565 --> 01:24:37.265
<01:24:34.565>uh, <01:24:34.845>actually <01:24:35.125>can <01:24:35.405>investigate, <01:24:35.685>I <01:24:35.965>guess.

1695
01:24:37.845 --> 01:24:42.065
<01:24:37.845>Um, <01:24:37.972>it <01:24:38.099>hasn't <01:24:38.226>asked <01:24:38.354>the <01:24:38.481>rule <01:24:38.608>agent <01:24:38.735>if <01:24:38.863>it <01:24:38.990>can <01:24:39.117>do <01:24:39.245>stuff.

1696
01:24:42.205 --> 01:24:43.825
<01:24:42.205>So <01:24:42.555>I <01:24:42.905>guess <01:24:43.255>it's, <01:24:43.605>uh,

1697
01:24:44.165 --> 01:24:46.545
<01:24:44.165>it <01:24:44.340>depends <01:24:44.515>on <01:24:44.690>if <01:24:44.865>my <01:24:45.040>system <01:24:45.215>prompts <01:24:45.390>were <01:24:45.565>written,

1698
01:24:47.565 --> 01:24:52.465
<01:24:47.565>but <01:24:47.681>n <01:24:47.798>now <01:24:47.915>it <01:24:48.031>has <01:24:48.148>returned, <01:24:48.265>um, <01:24:48.381>the, <01:24:48.498>the <01:24:48.615>falling <01:24:48.731>of <01:24:48.848>the <01:24:48.965>game.

1699
01:24:52.805 --> 01:24:57.785
<01:24:52.805>And <01:24:52.945>this <01:24:53.085>is <01:24:53.225>how <01:24:53.365>you <01:24:53.505>can <01:24:53.645>create, <01:24:53.785>uh, <01:24:53.925>a <01:24:54.065>multi-agent <01:24:54.205>workflow,

1700
01:24:58.445 --> 01:25:00.665
<01:24:58.445>uh, <01:24:58.911>with <01:24:59.378>different <01:24:59.844>agents

1701
01:25:00.665 --> 01:25:01.945
<01:25:00.665>that <01:25:00.895>are <01:25:01.125>experts <01:25:01.356>in <01:25:01.586>different <01:25:01.817>things.

1702
01:25:02.805 --> 01:25:06.945
<01:25:02.805>Um, <01:25:02.960>yeah, <01:25:03.116>I <01:25:03.271>dunno <01:25:03.427>if <01:25:03.582>this <01:25:03.738>was <01:25:03.893>too <01:25:04.049>long, <01:25:04.205>uh,

1703
01:25:07.685 --> 01:25:10.065
<01:25:07.684>but <01:25:07.825>this <01:25:07.964>is <01:25:08.105>my <01:25:08.245>demo, <01:25:08.384>if <01:25:08.525>ever <01:25:08.664>you <01:25:08.804>have <01:25:08.945>any <01:25:09.084>questions.

1704
01:25:10.405 --> 01:25:14.265
<01:25:10.405>Oh, <01:25:10.545>also, <01:25:10.684>sorry, <01:25:10.825>need <01:25:10.965>to <01:25:11.105>go <01:25:11.245>back <01:25:11.384>to <01:25:11.525>my <01:25:11.665>presentation <01:25:11.804>just

1705
01:25:14.445 --> 01:25:16.265
<01:25:14.445>to <01:25:14.678>share <01:25:14.911>with <01:25:15.144>you <01:25:15.378>a <01:25:15.611>few <01:25:15.844>things.

1706
01:25:16.965 --> 01:25:19.225
<01:25:16.965>Um, <01:25:17.245>if <01:25:17.525>you <01:25:17.805>found <01:25:18.085>this <01:25:18.365>goal

1707
01:25:19.225 --> 01:25:22.865
<01:25:19.225>and <01:25:19.365>you <01:25:19.505>want <01:25:19.645>to, <01:25:19.785>uh, <01:25:19.925>test, <01:25:20.065>uh, <01:25:20.205>code <01:25:20.345>samples <01:25:20.485>with <01:25:20.625>strands,

1708
01:25:22.935 --> 01:25:26.665
<01:25:22.934>then <01:25:23.051>here <01:25:23.168>is, <01:25:23.285>uh, <01:25:23.401>the <01:25:23.518>first <01:25:23.634>cure <01:25:23.751>code <01:25:23.868>that <01:25:23.985>you <01:25:24.101>can <01:25:24.218>use <01:25:24.334>to,

1709
01:25:26.805 --> 01:25:27.865
<01:25:26.805>uh, <01:25:27.043>trade <01:25:27.282>on <01:25:27.520>your <01:25:27.759>own.

1710
01:25:27.865 --> 01:25:30.345
<01:25:27.865>And <01:25:28.040>also <01:25:28.215>here <01:25:28.389>is <01:25:28.565>a <01:25:28.740>link <01:25:28.915>to <01:25:29.090>the <01:25:29.264>documentation,

1711
01:25:30.525 --> 01:25:33.665
<01:25:30.525>if <01:25:30.665>ever <01:25:30.804>you <01:25:30.945>want <01:25:31.085>to <01:25:31.224>dig <01:25:31.365>deeper <01:25:31.504>into <01:25:31.644>how <01:25:31.785>Strands <01:25:31.924>worked.

1712
01:25:34.245 --> 01:25:38.185
<01:25:34.245>And <01:25:34.361>also <01:25:34.478>I <01:25:34.595>have <01:25:34.711>a <01:25:34.828>CTA <01:25:34.945>for <01:25:35.061>You <01:25:35.178>reinvent <01:25:35.295>is <01:25:35.411>at <01:25:35.528>the <01:25:35.644>end

1713
01:25:38.185 --> 01:25:41.105
<01:25:38.184>of <01:25:38.340>this, <01:25:38.496>uh, <01:25:38.651>at <01:25:38.807>the <01:25:38.962>end <01:25:39.118>of <01:25:39.273>this <01:25:39.429>year, <01:25:39.584>uh,

1714
01:25:41.105 --> 01:25:43.185
<01:25:41.105>every <01:25:41.280>year <01:25:41.455>in <01:25:41.629>December, <01:25:41.804>the <01:25:41.980>first <01:25:42.155>week <01:25:42.330>of <01:25:42.504>December,

1715
01:25:43.295 --> 01:25:47.505
<01:25:43.295>from <01:25:43.435>December <01:25:43.575>1st <01:25:43.715>to <01:25:43.855>December <01:25:43.995>5th, <01:25:44.135>if <01:25:44.275>you <01:25:44.415>use <01:25:44.555>this <01:25:44.695>code,

1716
01:25:47.605 --> 01:25:49.985
<01:25:47.605>you <01:25:47.804>can <01:25:48.004>redeem <01:25:48.205>the <01:25:48.405>first <01:25:48.605>a <01:25:48.804>hundred <01:25:49.004>person

1717
01:25:50.045 --> 01:25:52.545
<01:25:50.045>who <01:25:50.220>uses <01:25:50.395>this <01:25:50.570>code <01:25:50.745>can <01:25:50.920>have <01:25:51.095>a <01:25:51.270>a <01:25:51.445>hundred

1718
01:25:52.765 --> 01:25:56.545
<01:25:52.765>and, <01:25:52.920>uh, <01:25:53.076>50 <01:25:53.231>uh, <01:25:53.387>dollars <01:25:53.542>off <01:25:53.698>of <01:25:53.853>their, <01:25:54.009>uh, <01:25:54.165>tickets,

1719
01:25:56.545 --> 01:25:57.545
<01:25:56.545>which <01:25:56.845>is <01:25:57.145>really <01:25:57.445>cool.

1720
01:25:58.485 --> 01:26:02.065
<01:25:58.485>Um, <01:25:59.184>yeah, <01:25:59.884>so,

1721
01:26:03.645 --> 01:26:05.135
<01:26:03.645>gosh, <01:26:03.913>uh, <01:26:04.181>it <01:26:04.449>was <01:26:04.717>really <01:26:04.986>quick.

1722
01:26:05.355 --> 01:26:08.135
<01:26:05.355>Um, <01:26:05.530>but <01:26:05.705>yeah, <01:26:05.879>if <01:26:06.054>you <01:26:06.230>have <01:26:06.405>any, <01:26:06.580>uh, <01:26:06.754>questions.

1723
01:26:08.455 --> 01:26:12.985
<01:26:08.455>I, <01:26:08.595>so <01:26:08.735>if <01:26:08.875>I'm <01:26:09.015>presenting <01:26:09.155>my <01:26:09.295>slides, <01:26:09.434>I <01:26:09.575>can't <01:26:09.715>see <01:26:09.855>you,

1724
01:26:13.165 --> 01:26:16.665
<01:26:13.165>so <01:26:13.292>I <01:26:13.419>don't <01:26:13.546>know <01:26:13.674>if <01:26:13.801>there's <01:26:13.928>questions <01:26:14.055>in <01:26:14.183>the <01:26:14.310>chat <01:26:14.437>or <01:26:14.565>things.

1725
01:26:16.895 --> 01:26:18.745
<01:26:16.895>I'll <01:26:17.128>just <01:26:17.361>leave <01:26:17.595>it <01:26:17.828>there <01:26:18.061>for <01:26:18.295>Yeah,

1726
01:26:20.055 --> 01:26:21.805
<01:26:20.055>There <01:26:20.335>were <01:26:20.615>certainly <01:26:20.895>not <01:26:21.175>more <01:26:21.455>questions.

1727
01:26:22.045 --> 01:26:24.165
<01:26:22.045>I <01:26:22.220>guess <01:26:22.395>people <01:26:22.570>were <01:26:22.745>just <01:26:22.920>struggling <01:26:23.095>along <01:26:23.270>with <01:26:23.445>you

1728
01:26:24.165 --> 01:26:25.645
<01:26:24.165>and <01:26:24.387>were <01:26:24.609>very <01:26:24.831>happy <01:26:25.053>to, <01:26:25.275>to <01:26:25.497>see

1729
01:26:25.645 --> 01:26:27.685
<01:26:25.645>that <01:26:25.878>somebody <01:26:26.111>doesn't <01:26:26.345>actually <01:26:26.578>stop <01:26:26.811>when <01:26:27.045>the

1730
01:26:27.685 --> 01:26:28.805
<01:26:27.684>auto <01:26:28.021>completion <01:26:28.357>doesn't <01:26:28.693>work.

1731
01:26:28.865 --> 01:26:29.885
<01:26:28.865>So <01:26:29.094>that <01:26:29.324>was <01:26:29.553>really <01:26:29.783>good.

1732
01:26:30.395 --> 01:26:34.365
<01:26:30.395>Yeah. <01:26:30.550>Um, <01:26:30.706>It <01:26:30.861>just <01:26:31.017>shows <01:26:31.172>how <01:26:31.328>used <01:26:31.483>to <01:26:31.639>we <01:26:31.795>are

1733
01:26:34.385 --> 01:26:36.285
<01:26:34.385>to <01:26:34.665>like <01:26:34.945>these, <01:26:35.225>these <01:26:35.505>great <01:26:35.785>things

1734
01:26:36.285 --> 01:26:38.445
<01:26:36.285>that <01:26:36.440>actually <01:26:36.596>an <01:26:36.751>IDE <01:26:36.907>does <01:26:37.062>the <01:26:37.218>auto <01:26:37.373>completion <01:26:37.529>for <01:26:37.684>you.

1735
01:26:38.445 --> 01:26:41.325
<01:26:38.445>As <01:26:38.572>soon <01:26:38.699>as <01:26:38.826>we <01:26:38.954>know, <01:26:39.081>tell <01:26:39.208>it <01:26:39.335>what, <01:26:39.463>what <01:26:39.590>the <01:26:39.717>differences <01:26:39.844>are.

1736
01:26:41.825 --> 01:26:44.325
<01:26:41.825>It <01:26:42.000>feels <01:26:42.175>a <01:26:42.349>very <01:26:42.525>interesting <01:26:42.700>way <01:26:42.875>of <01:26:43.050>building <01:26:43.224>things

1737
01:26:44.325 --> 01:26:47.405
<01:26:44.325>because <01:26:44.465>this <01:26:44.605>is, <01:26:44.745>uh, <01:26:44.885>it's, <01:26:45.025>I <01:26:45.165>mean, <01:26:45.304>we <01:26:45.445>used <01:26:45.585>to <01:26:45.724>do

1738
01:26:47.405 --> 01:26:49.085
<01:26:47.405>with <01:26:47.605>packages <01:26:47.804>that <01:26:48.005>are <01:26:48.205>dependent <01:26:48.405>on <01:26:48.605>each <01:26:48.804>other

1739
01:26:49.225 --> 01:26:50.805
<01:26:49.225>and <01:26:49.380>these <01:26:49.536>kind <01:26:49.691>of <01:26:49.847>things, <01:26:50.002>and <01:26:50.158>now <01:26:50.313>we <01:26:50.469>just <01:26:50.625>let

1740
01:26:50.805 --> 01:26:52.165
<01:26:50.805>agents <01:26:51.049>do <01:26:51.294>the <01:26:51.539>things <01:26:51.784>for <01:26:52.029>us.

1741
01:26:53.065 --> 01:26:54.925
<01:26:53.065>I'm, <01:26:53.265>I'm <01:26:53.465>not <01:26:53.665>quite <01:26:53.865>sure <01:26:54.065>about <01:26:54.265>the <01:26:54.465>messaging

1742
01:26:54.925 --> 01:26:56.565
<01:26:54.925>that <01:26:55.158>I'm <01:26:55.391>shooting <01:26:55.625>all <01:26:55.858>my <01:26:56.091>running <01:26:56.325>agents.

1743
01:26:56.665 --> 01:26:58.245
<01:26:56.665>That's, <01:26:56.945>that's <01:26:57.225>a <01:26:57.505>really <01:26:57.785>weird <01:26:58.065>one.

1744
01:26:58.625 --> 01:27:01.045
<01:26:58.625>But <01:26:58.825>like, <01:26:59.025>uh, <01:26:59.225>it's, <01:26:59.425>it's <01:26:59.625>interesting <01:26:59.825>to <01:27:00.025>see

1745
01:27:01.155 --> 01:27:02.405
<01:27:01.155>what, <01:27:01.436>what <01:27:01.717>we <01:27:01.998>could <01:27:02.280>do.

1746
01:27:02.505 --> 01:27:03.965
<01:27:02.505>And <01:27:02.669>what <01:27:02.833>I <01:27:02.997>would <01:27:03.162>love <01:27:03.326>to <01:27:03.490>see <01:27:03.654>is <01:27:03.819>like,

1747
01:27:04.025 --> 01:27:05.485
<01:27:04.025>can <01:27:04.244>we <01:27:04.463>get <01:27:04.682>a <01:27:04.901>writeup <01:27:05.120>from <01:27:05.339>you,

1748
01:27:05.485 --> 01:27:08.445
<01:27:05.485>like <01:27:05.625>a <01:27:05.764>guest <01:27:05.905>article <01:27:06.045>in <01:27:06.184>our <01:27:06.325>magazine <01:27:06.464>that <01:27:06.605>actually <01:27:06.745>talks <01:27:06.884>us

1749
01:27:08.445 --> 01:27:10.165
<01:27:08.445>through <01:27:08.724>this <01:27:09.005>demo <01:27:09.285>code <01:27:09.565>and, <01:27:09.844>uh,

1750
01:27:10.225 --> 01:27:11.805
<01:27:10.225>and <01:27:10.425>actually <01:27:10.625>shows <01:27:10.825>some <01:27:11.025>more <01:27:11.225>of <01:27:11.425>those <01:27:11.625>things

1751
01:27:11.805 --> 01:27:13.245
<01:27:11.805>that <01:27:11.990>we <01:27:12.175>could <01:27:12.360>release <01:27:12.545>together <01:27:12.730>with <01:27:12.915>the <01:27:13.101>video.

1752
01:27:14.065 --> 01:27:17.565
<01:27:14.065>Um, <01:27:14.240>you're <01:27:14.415>asking <01:27:14.590>about <01:27:14.765>blog <01:27:14.940>posts <01:27:15.115>about <01:27:15.290>this, <01:27:15.465>right?

1753
01:27:18.355 --> 01:27:21.725
<01:27:18.355>Yeah. <01:27:18.705>Yeah. <01:27:19.054>Um, <01:27:19.405>mm-hmm. <01:27:19.754>Yeah.

1754
01:27:22.065 --> 01:27:25.605
<01:27:22.065>Uh, <01:27:22.415>um, <01:27:22.765>A, <01:27:23.115>B, <01:27:23.465>C,

1755
01:27:25.905 --> 01:27:27.325
<01:27:25.905>um, <01:27:26.331>let <01:27:26.757>me <01:27:27.183>check.

1756
01:27:28.525 --> 01:27:30.045
<01:27:28.525>Strength, <01:27:29.893>uh,

1757
01:27:34.695 --> 01:27:35.625
<01:27:34.695>builder <01:27:35.532>Center.

1758
01:27:36.135 --> 01:27:37.505
<01:27:36.135>Yeah. <01:27:37.368>Okay.

1759
01:27:38.365 --> 01:27:41.825
<01:27:38.365>Um, <01:27:38.644>so <01:27:38.925>we <01:27:39.205>have <01:27:39.485>this, <01:27:39.764>um,

1760
01:27:43.525 --> 01:27:44.585
<01:27:43.525>let <01:27:43.715>me <01:27:43.906>share <01:27:44.097>this <01:27:44.288>with <01:27:44.479>you.

1761
01:27:44.705 --> 01:27:47.785
<01:27:44.705>I <01:27:44.821>don't <01:27:44.938>know <01:27:45.055>if, <01:27:45.171>if <01:27:45.288>yeah, <01:27:45.405>if <01:27:45.521>I <01:27:45.638>share <01:27:45.755>it <01:27:45.871>in <01:27:45.988>the <01:27:46.105>chat,

1762
01:27:47.845 --> 01:27:48.985
<01:27:47.845>can <01:27:48.187>everybody <01:27:48.529>access <01:27:48.871>it?

1763
01:27:49.965 --> 01:27:52.065
<01:27:49.965>No, <01:27:50.092>we <01:27:50.219>can't, <01:27:50.346>but <01:27:50.474>we, <01:27:50.601>but <01:27:50.728>we <01:27:50.855>will <01:27:50.983>put <01:27:51.110>it <01:27:51.237>on <01:27:51.365>the

1764
01:27:52.065 --> 01:27:53.105
<01:27:52.065>recording <01:27:52.377>then <01:27:52.689>later <01:27:53.000>on.

1765
01:27:53.245 --> 01:27:54.465
<01:27:53.245>So <01:27:53.428>not <01:27:53.611>to <01:27:53.794>worry. <01:27:53.977>Okay. <01:27:54.160>I <01:27:54.343>mean,

1766
01:27:54.465 --> 01:27:55.985
<01:27:54.465>if <01:27:54.738>there's <01:27:55.012>already <01:27:55.285>an <01:27:55.559>existing <01:27:55.833>resource,

1767
01:27:56.045 --> 01:27:57.945
<01:27:56.045>we <01:27:56.220>can <01:27:56.395>link <01:27:56.570>to <01:27:56.745>that <01:27:56.920>one <01:27:57.095>as <01:27:57.270>well. <01:27:57.445>Yeah.

1768
01:27:58.125 --> 01:28:02.425
<01:27:58.125>So <01:27:58.252>let <01:27:58.379>me <01:27:58.506>just <01:27:58.634>share <01:27:58.761>this <01:27:58.888>with <01:27:59.015>you, <01:27:59.143>um, <01:27:59.270>on <01:27:59.397>my, <01:27:59.525>um,

1769
01:28:03.205 --> 01:28:06.025
<01:28:03.205>screen <01:28:03.345>if, <01:28:03.485>if <01:28:03.625>you <01:28:03.765>want <01:28:03.905>to <01:28:04.045>put <01:28:04.184>this <01:28:04.325>back <01:28:04.465>up <01:28:04.605>on.

1770
01:28:06.365 --> 01:28:10.985
<01:28:06.365>But, <01:28:06.520>um, <01:28:06.676>um, <01:28:06.831>this <01:28:06.987>website <01:28:07.142>is <01:28:07.298>called, <01:28:07.453>um, <01:28:07.609>a, <01:28:07.764>uh,

1771
01:28:11.245 --> 01:28:14.065
<01:28:11.245>the <01:28:11.478>Builder <01:28:11.711>Center, <01:28:11.945>AWS <01:28:12.178>Builder <01:28:12.411>Center, <01:28:12.644>um,

1772
01:28:14.475 --> 01:28:17.945
<01:28:14.475>where <01:28:14.615>we <01:28:14.755>share <01:28:14.895>a <01:28:15.035>lot <01:28:15.175>of <01:28:15.315>articles <01:28:15.455>about <01:28:15.595>the <01:28:15.735>latest, <01:28:15.875>uh,

1773
01:28:17.965 --> 01:28:20.745
<01:28:17.965>things <01:28:18.245>that <01:28:18.525>we've <01:28:18.805>built, <01:28:19.085>our <01:28:19.365>services.

1774
01:28:21.405 --> 01:28:24.865
<01:28:21.405>And, <01:28:21.560>uh, <01:28:21.716>Dennis <01:28:21.871>Troub, <01:28:22.027>one <01:28:22.182>of <01:28:22.338>my, <01:28:22.493>uh, <01:28:22.649>coworkers, <01:28:22.804>uh,

1775
01:28:25.005 --> 01:28:28.665
<01:28:25.005>has <01:28:25.238>actually <01:28:25.471>written <01:28:25.705>a <01:28:25.938>series <01:28:26.171>with, <01:28:26.405>uh,

1776
01:28:28.845 --> 01:28:30.065
<01:28:28.845>AI <01:28:29.211>agents <01:28:29.577>on <01:28:29.943>Strand.

1777
01:28:30.485 --> 01:28:33.505
<01:28:30.485>Um, <01:28:30.684>it's, <01:28:30.884>um, <01:28:31.085>so <01:28:31.285>far <01:28:31.485>four <01:28:31.684>different <01:28:31.884>articles

1778
01:28:33.835 --> 01:28:36.065
<01:28:33.835>where <01:28:34.068>you <01:28:34.301>can <01:28:34.535>build <01:28:34.768>your <01:28:35.001>first <01:28:35.235>agent.

1779
01:28:36.365 --> 01:28:40.745
<01:28:36.365>Um, <01:28:36.481>you <01:28:36.598>can, <01:28:36.715>uh, <01:28:36.831>check, <01:28:36.948>uh, <01:28:37.065>you <01:28:37.181>can <01:28:37.298>see <01:28:37.415>the, <01:28:37.531>uh, <01:28:37.648>MCP <01:28:37.764>server.

1780
01:28:41.225 --> 01:28:44.265
<01:28:41.225>I <01:28:41.341>don't <01:28:41.458>think <01:28:41.575>he <01:28:41.691>has <01:28:41.808>written <01:28:41.925>an <01:28:42.041>article <01:28:42.158>yet <01:28:42.275>on <01:28:42.391>A <01:28:42.508>two <01:28:42.625>A,

1781
01:28:44.265 --> 01:28:45.305
<01:28:44.265>but <01:28:44.577>it's <01:28:44.889>probably <01:28:45.201>upcoming.

1782
01:28:45.925 --> 01:28:48.985
<01:28:45.925>Um, <01:28:46.125>but <01:28:46.325>yeah, <01:28:46.525>all <01:28:46.725>of <01:28:46.925>the <01:28:47.125>other <01:28:47.325>articles

1783
01:28:48.985 --> 01:28:50.745
<01:28:48.985>that <01:28:49.160>we're <01:28:49.335>gonna <01:28:49.509>post <01:28:49.684>will <01:28:49.860>be <01:28:50.035>on <01:28:50.210>builder <01:28:50.384>center,

1784
01:28:51.045 --> 01:28:52.625
<01:28:51.045>if <01:28:51.220>ever <01:28:51.395>you <01:28:51.570>wanna <01:28:51.745>have <01:28:51.920>a <01:28:52.095>look <01:28:52.270>at <01:28:52.445>it.

1785
01:28:53.905 --> 01:28:56.355
<01:28:53.905>Cool. <01:28:54.080>I <01:28:54.255>mean, <01:28:54.429>we <01:28:54.605>are <01:28:54.780>far <01:28:54.955>over <01:28:55.130>time <01:28:55.304>here

1786
01:28:56.355 --> 01:28:57.755
<01:28:56.355>that <01:28:56.565>we <01:28:56.775>normally <01:28:56.985>have <01:28:57.195>with <01:28:57.405>this <01:28:57.615>show,

1787
01:28:57.815 --> 01:28:59.635
<01:28:57.815>so <01:28:57.990>I <01:28:58.165>think <01:28:58.340>it's <01:28:58.515>about <01:28:58.690>time <01:28:58.865>to <01:28:59.040>wrap <01:28:59.215>up,

1788
01:28:59.635 --> 01:29:01.075
<01:28:59.635>because <01:28:59.851>we <01:29:00.067>also <01:29:00.283>got <01:29:00.499>other <01:29:00.715>meetings <01:29:00.931>coming

1789
01:29:01.145 --> 01:29:02.165
<01:29:01.145>and <01:29:01.328>you <01:29:01.512>had <01:29:01.695>people, <01:29:01.879>you <01:29:02.063>had

1790
01:29:02.165 --> 01:29:04.005
<01:29:02.165>people <01:29:02.340>knocking <01:29:02.515>on <01:29:02.690>your <01:29:02.865>door <01:29:03.040>already. <01:29:03.215>Look <01:29:03.390>at <01:29:03.565>that.

1791
01:29:04.395 --> 01:29:08.325
<01:29:04.395>Yeah, <01:29:04.745>I <01:29:05.095>know. <01:29:05.445>Yeah, <01:29:05.795>it,

1792
01:29:08.385 --> 01:29:10.565
<01:29:08.385>it <01:29:08.560>would've <01:29:08.735>been <01:29:08.910>much <01:29:09.085>faster <01:29:09.260>with <01:29:09.435>deal <01:29:09.610>two <01:29:09.785>completion,

1793
01:29:10.585 --> 01:29:12.765
<01:29:10.585>but <01:29:10.818>I'm <01:29:11.051>so <01:29:11.285>sorry, <01:29:11.518>this <01:29:11.751>wasn't <01:29:11.985>working.

1794
01:29:13.865 --> 01:29:16.765
<01:29:13.865>In <01:29:13.992>terms <01:29:14.119>of, <01:29:14.246>uh, <01:29:14.374>uh, <01:29:14.501>what <01:29:14.628>is <01:29:14.755>your <01:29:14.883>last <01:29:15.010>message <01:29:15.137>to <01:29:15.264>the,

1795
01:29:16.785 --> 01:29:18.085
<01:29:16.785>to <01:29:17.077>the <01:29:17.370>audience <01:29:17.662>of <01:29:17.955>today?

1796
01:29:18.115 --> 01:29:20.445
<01:29:18.115>Like, <01:29:18.255>what <01:29:18.394>do <01:29:18.535>you <01:29:18.675>think <01:29:18.815>this <01:29:18.955>is <01:29:19.094>going, <01:29:19.235>do <01:29:19.375>you <01:29:19.514>think

1797
01:29:20.445 --> 01:29:23.685
<01:29:20.445>that <01:29:20.585>agent <01:29:20.724>agent <01:29:20.865>coding <01:29:21.005>is <01:29:21.144>something <01:29:21.285>that <01:29:21.424>a <01:29:21.565>lot <01:29:21.705>of <01:29:21.844>people

1798
01:29:23.685 --> 01:29:26.965
<01:29:23.684>that <01:29:23.825>have <01:29:23.964>access <01:29:24.105>directly <01:29:24.245>like <01:29:24.384>you <01:29:24.525>to <01:29:24.664>the <01:29:24.804>systems <01:29:24.945>can <01:29:25.084>do?

1799
01:29:27.265 --> 01:29:30.365
<01:29:27.265>Or <01:29:27.392>is <01:29:27.519>it <01:29:27.646>something <01:29:27.774>that <01:29:27.901>you <01:29:28.028>will <01:29:28.155>see <01:29:28.283>that <01:29:28.410>people <01:29:28.537>should <01:29:28.665>play

1800
01:29:30.365 --> 01:29:32.725
<01:29:30.365>with <01:29:30.505>because <01:29:30.644>it's <01:29:30.785>gonna <01:29:30.925>become <01:29:31.065>big <01:29:31.205>thing <01:29:31.344>in <01:29:31.485>the <01:29:31.625>near <01:29:31.764>future?

1801
01:29:34.115 --> 01:29:36.975
<01:29:34.115>Um, <01:29:34.315>my <01:29:34.514>guess <01:29:34.715>is <01:29:34.915>that <01:29:35.115>agents <01:29:35.315>are <01:29:35.514>going

1802
01:29:36.975 --> 01:29:39.295
<01:29:36.975>to <01:29:37.175>be <01:29:37.375>a <01:29:37.575>huge <01:29:37.775>thing <01:29:37.975>in <01:29:38.175>the <01:29:38.375>future.

1803
01:29:39.685 --> 01:29:42.055
<01:29:39.684>Like <01:29:39.964>agen <01:29:40.245>workflows <01:29:40.525>will <01:29:40.804>be, <01:29:41.084>um,

1804
01:29:43.505 --> 01:29:46.005
<01:29:43.505>my <01:29:43.632>guess <01:29:43.759>would <01:29:43.886>probably <01:29:44.014>be <01:29:44.141>that <01:29:44.268>it's <01:29:44.395>going <01:29:44.523>to <01:29:44.650>be <01:29:44.777>the <01:29:44.905>norm.

1805
01:29:46.785 --> 01:29:50.045
<01:29:46.785>Um, <01:29:46.960>uh, <01:29:47.135>already <01:29:47.309>a <01:29:47.485>lot <01:29:47.660>of <01:29:47.835>people <01:29:48.010>are <01:29:48.184>trying

1806
01:29:50.045 --> 01:29:52.725
<01:29:50.045>to <01:29:50.245>make <01:29:50.445>different <01:29:50.645>agents <01:29:50.845>collaborate <01:29:51.045>to <01:29:51.245>generate <01:29:51.445>code,

1807
01:29:52.785 --> 01:29:53.885
<01:29:52.785>to <01:29:53.280>generate <01:29:53.775>applications.

1808
01:29:53.915 --> 01:29:55.565
<01:29:53.915>This <01:29:54.115>is <01:29:54.315>like, <01:29:54.515>this <01:29:54.715>can <01:29:54.915>go <01:29:55.115>really <01:29:55.315>far.

1809
01:29:55.985 --> 01:30:00.045
<01:29:55.985>We <01:29:56.125>have <01:29:56.264>this <01:29:56.405>vision, <01:29:56.545>uh, <01:29:56.684>with <01:29:56.825>other <01:29:56.964>colleagues <01:29:57.105>at <01:29:57.245>AWS <01:29:57.384>that,

1810
01:30:00.105 --> 01:30:02.285
<01:30:00.105>um, <01:30:00.338>today <01:30:00.571>you <01:30:00.804>have <01:30:01.038>an <01:30:01.271>app <01:30:01.504>store

1811
01:30:02.825 --> 01:30:06.645
<01:30:02.825>and <01:30:02.941>maybe <01:30:03.058>in <01:30:03.175>the <01:30:03.291>future <01:30:03.408>what <01:30:03.525>you'll <01:30:03.641>have <01:30:03.758>on <01:30:03.875>your <01:30:03.991>phone <01:30:04.108>is <01:30:04.224>an

1812
01:30:06.655 --> 01:30:09.125
<01:30:06.655>agent <01:30:06.888>that <01:30:07.121>is <01:30:07.355>an <01:30:07.588>assistant, <01:30:07.821>your <01:30:08.054>Jarvis,

1813
01:30:09.505 --> 01:30:12.005
<01:30:09.505>and <01:30:09.645>you'll <01:30:09.785>have <01:30:09.925>an <01:30:10.065>agent <01:30:10.205>store <01:30:10.345>rather <01:30:10.485>than <01:30:10.625>having <01:30:10.765>an <01:30:10.905>app

1814
01:30:12.005 --> 01:30:15.485
<01:30:12.005>store <01:30:12.160>where <01:30:12.316>there's <01:30:12.471>a <01:30:12.627>lot <01:30:12.782>of <01:30:12.938>people <01:30:13.093>that <01:30:13.249>are <01:30:13.405>going

1815
01:30:15.845 --> 01:30:18.605
<01:30:15.845>to <01:30:16.125>contribute <01:30:16.405>and <01:30:16.685>post <01:30:16.965>their <01:30:17.245>agent

1816
01:30:18.605 --> 01:30:20.205
<01:30:18.605>that <01:30:18.884>are <01:30:19.165>specialized <01:30:19.445>in <01:30:19.724>certain <01:30:20.004>tasks.

1817
01:30:20.865 --> 01:30:22.645
<01:30:20.865>And <01:30:21.065>you'll <01:30:21.264>be <01:30:21.465>able <01:30:21.665>to <01:30:21.865>connect <01:30:22.065>your <01:30:22.264>agent

1818
01:30:23.235 --> 01:30:25.645
<01:30:23.235>with <01:30:23.468>whichever <01:30:23.701>agents <01:30:23.934>are <01:30:24.168>on <01:30:24.401>the <01:30:24.634>store,

1819
01:30:26.225 --> 01:30:29.565
<01:30:26.225>and <01:30:26.365>they <01:30:26.505>will <01:30:26.645>be <01:30:26.785>able <01:30:26.925>to <01:30:27.065>together <01:30:27.205>complete <01:30:27.345>tasks <01:30:27.485>for <01:30:27.625>you.

1820
01:30:29.785 --> 01:30:34.565
<01:30:29.785>And, <01:30:29.960>um, <01:30:30.135>I <01:30:30.309>think <01:30:30.485>when <01:30:30.660>people <01:30:30.835>understand <01:30:31.010>the <01:30:31.184>power

1821
01:30:34.665 --> 01:30:37.725
<01:30:34.665>of <01:30:34.840>agents, <01:30:35.015>this <01:30:35.190>is <01:30:35.365>probably <01:30:35.540>what's <01:30:35.715>going <01:30:35.890>to <01:30:36.065>happen

1822
01:30:38.155 --> 01:30:41.245
<01:30:38.155>because <01:30:38.282>this <01:30:38.409>is <01:30:38.536>the <01:30:38.664>only <01:30:38.791>way <01:30:38.918>you <01:30:39.045>can <01:30:39.173>get <01:30:39.300>an <01:30:39.427>actual <01:30:39.554>Jarvis,

1823
01:30:41.245 --> 01:30:42.965
<01:30:41.245>like <01:30:41.595>an <01:30:41.945>actual <01:30:42.295>AI <01:30:42.644>assistant

1824
01:30:42.965 --> 01:30:45.645
<01:30:42.965>that <01:30:43.140>can <01:30:43.315>help <01:30:43.490>you <01:30:43.665>do <01:30:43.840>so <01:30:44.015>many <01:30:44.190>different <01:30:44.365>things.

1825
01:30:46.065 --> 01:30:49.205
<01:30:46.065>And <01:30:46.205>then <01:30:46.345>you're, <01:30:46.485>you're <01:30:46.625>not <01:30:46.765>even <01:30:46.905>going <01:30:47.045>to <01:30:47.185>go <01:30:47.325>on <01:30:47.465>the,

1826
01:30:49.385 --> 01:30:50.965
<01:30:49.385>for <01:30:49.851>example, <01:30:50.318>Uber <01:30:50.785>app.

1827
01:30:51.675 --> 01:30:54.655
<01:30:51.675>You'll <01:30:51.815>just <01:30:51.955>ask <01:30:52.095>your <01:30:52.235>phone <01:30:52.375>like, <01:30:52.515>get <01:30:52.655>a, <01:30:52.795>you <01:30:52.935>know, <01:30:53.075>Uber

1828
01:30:54.755 --> 01:30:56.535
<01:30:54.755>for <01:30:55.035>me <01:30:55.315>from <01:30:55.595>wherever <01:30:55.875>I <01:30:56.155>am.

1829
01:30:56.715 --> 01:31:00.535
<01:30:56.715>And <01:30:56.842>if <01:30:56.969>your, <01:30:57.096>if <01:30:57.224>your <01:30:57.351>agent <01:30:57.478>has <01:30:57.605>access <01:30:57.733>to <01:30:57.860>the <01:30:57.987>Uber <01:30:58.115>agent,

1830
01:31:01.115 --> 01:31:02.575
<01:31:01.115>the <01:31:01.553>Google <01:31:01.991>Map <01:31:02.429>agent

1831
01:31:02.875 --> 01:31:06.215
<01:31:02.875>and <01:31:03.050>other <01:31:03.225>agents <01:31:03.400>can, <01:31:03.575>you <01:31:03.750>know, <01:31:03.925>see <01:31:04.100>your <01:31:04.275>localization

1832
01:31:06.235 --> 01:31:08.735
<01:31:06.235>and <01:31:06.390>where <01:31:06.546>you're <01:31:06.701>going, <01:31:06.857>or <01:31:07.012>your <01:31:07.168>calendar <01:31:07.323>a, <01:31:07.479>uh, <01:31:07.634>agent,

1833
01:31:08.885 --> 01:31:11.015
<01:31:08.885>then <01:31:09.118>they <01:31:09.351>can <01:31:09.585>plan <01:31:09.818>things <01:31:10.051>for <01:31:10.285>you.

1834
01:31:11.735 --> 01:31:13.935
<01:31:11.735>I <01:31:11.910>think <01:31:12.085>it'll <01:31:12.259>be <01:31:12.434>cool. <01:31:12.610>It <01:31:12.785>would <01:31:12.960>be <01:31:13.134>cool.

1835
01:31:14.155 --> 01:31:16.455
<01:31:14.155>And <01:31:14.355>it's <01:31:14.554>interesting <01:31:14.755>because <01:31:14.955>when <01:31:15.155>Siri <01:31:15.355>came <01:31:15.554>out,

1836
01:31:16.455 --> 01:31:18.255
<01:31:16.455>that's <01:31:16.735>exactly, <01:31:17.015>and <01:31:17.295>Cortana <01:31:17.575>came <01:31:17.855>out,

1837
01:31:18.255 --> 01:31:19.535
<01:31:18.255>we <01:31:18.485>said <01:31:18.715>exactly <01:31:18.946>the <01:31:19.176>same <01:31:19.407>things.

1838
01:31:19.685 --> 01:31:21.295
<01:31:19.684>Cortana <01:31:19.964>is <01:31:20.245>gonna <01:31:20.525>call <01:31:20.804>other <01:31:21.084>systems

1839
01:31:21.435 --> 01:31:22.695
<01:31:21.434>and <01:31:21.661>have <01:31:21.888>other <01:31:22.115>bits <01:31:22.342>in <01:31:22.568>there,

1840
01:31:22.755 --> 01:31:24.895
<01:31:22.755>and <01:31:22.988>we <01:31:23.221>always <01:31:23.455>want <01:31:23.688>this, <01:31:23.921>like <01:31:24.155>this.

1841
01:31:25.045 --> 01:31:29.215
<01:31:25.045>Yeah. <01:31:25.220>Jarvis <01:31:25.395>kind <01:31:25.570>of, <01:31:25.745>uh, <01:31:25.920>uh, <01:31:26.095>ubiquitous <01:31:26.270>computer <01:31:26.445>helper.

1842
01:31:29.875 --> 01:31:32.135
<01:31:29.875>Um, <01:31:30.075>but <01:31:30.275>yeah, <01:31:30.475>the, <01:31:30.675>the <01:31:30.875>wiring <01:31:31.075>is <01:31:31.275>there.

1843
01:31:32.135 --> 01:31:33.175
<01:31:32.135>That's <01:31:32.447>what, <01:31:32.759>see, <01:31:33.071>that's

1844
01:31:33.175 --> 01:31:34.735
<01:31:33.175>what <01:31:33.375>I <01:31:33.575>find <01:31:33.775>very <01:31:33.975>interesting <01:31:34.175>about <01:31:34.375>the <01:31:34.575>demo

1845
01:31:34.735 --> 01:31:36.575
<01:31:34.735>that <01:31:34.890>we <01:31:35.046>showed <01:31:35.201>there, <01:31:35.357>that <01:31:35.512>we <01:31:35.668>can <01:31:35.823>do <01:31:35.979>these <01:31:36.134>things

1846
01:31:36.605 --> 01:31:39.535
<01:31:36.605>that <01:31:36.780>when <01:31:36.955>you <01:31:37.129>think <01:31:37.304>of <01:31:37.480>agents <01:31:37.655>as <01:31:37.830>like <01:31:38.004>resources

1847
01:31:39.535 --> 01:31:40.855
<01:31:39.535>that <01:31:39.733>you <01:31:39.931>can <01:31:40.129>pull <01:31:40.326>in <01:31:40.525>on <01:31:40.723>demand

1848
01:31:40.855 --> 01:31:43.295
<01:31:40.855>that <01:31:41.010>actually <01:31:41.166>then <01:31:41.321>pull <01:31:41.477>other <01:31:41.632>resources <01:31:41.788>that <01:31:41.943>you <01:31:42.099>don't <01:31:42.254>want

1849
01:31:43.295 --> 01:31:45.175
<01:31:43.295>to <01:31:43.450>think <01:31:43.606>about, <01:31:43.761>that <01:31:43.917>you <01:31:44.072>don't <01:31:44.228>want <01:31:44.383>to <01:31:44.539>care <01:31:44.695>about.

1850
01:31:45.335 --> 01:31:48.255
<01:31:45.335>I <01:31:45.462>mean, <01:31:45.589>a <01:31:45.716>rolling <01:31:45.844>dice <01:31:45.971>function <01:31:46.098>can <01:31:46.225>be <01:31:46.353>done <01:31:46.480>in <01:31:46.607>one <01:31:46.735>line,

1851
01:31:48.275 --> 01:31:50.335
<01:31:48.275>but <01:31:48.474>it <01:31:48.674>actually <01:31:48.875>could <01:31:49.075>be <01:31:49.275>reused <01:31:49.474>that <01:31:49.674>way

1852
01:31:50.395 --> 01:31:54.455
<01:31:50.395>and <01:31:50.522>actually <01:31:50.649>make <01:31:50.776>sure <01:31:50.904>it's <01:31:51.031>a <01:31:51.158>real, <01:31:51.285>uh, <01:31:51.413>real, <01:31:51.540>uh, <01:31:51.667>um, <01:31:51.795>uh,

1853
01:31:54.535 --> 01:31:58.055
<01:31:54.535>a <01:31:54.662>random <01:31:54.789>dice <01:31:54.916>roll, <01:31:55.044>which <01:31:55.171>is <01:31:55.298>really <01:31:55.425>hard <01:31:55.553>to <01:31:55.680>do <01:31:55.807>in <01:31:55.934>computing.

1854
01:31:58.235 --> 01:31:59.685
<01:31:58.235>Yes. <01:31:58.452>So <01:31:58.670>that's <01:31:58.887>something <01:31:59.105>that <01:31:59.322>you <01:31:59.539>could

1855
01:31:59.685 --> 01:32:00.845
<01:31:59.684>then <01:31:59.946>do, <01:32:00.206>uh, <01:32:00.468>that <01:32:00.729>way.

1856
01:32:01.385 --> 01:32:03.485
<01:32:01.385>So, <01:32:01.560>uh, <01:32:01.735>thanks <01:32:01.910>very <01:32:02.085>much, <01:32:02.260>Tiffany. <01:32:02.435>This <01:32:02.610>was <01:32:02.785>great.

1857
01:32:03.485 --> 01:32:05.365
<01:32:03.485>Yeah, <01:32:03.684>pleasure. <01:32:03.884>So, <01:32:04.085>uh, <01:32:04.285>Dan, <01:32:04.485>any <01:32:04.684>last <01:32:04.884>words?

1858
01:32:05.425 --> 01:32:06.805
<01:32:05.425>Any <01:32:05.673>last <01:32:05.921>words <01:32:06.170>for <01:32:06.418>our <01:32:06.667>audience?

1859
01:32:08.105 --> 01:32:10.765
<01:32:08.105>Um, <01:32:08.304>just, <01:32:08.504>yeah, <01:32:08.705>just <01:32:08.905>to <01:32:09.105>say <01:32:09.304>maybe <01:32:09.504>I'm,

1860
01:32:10.985 --> 01:32:12.125
<01:32:10.985>we <01:32:11.190>were <01:32:11.395>saying <01:32:11.600>about <01:32:11.805>going <01:32:12.011>offline

1861
01:32:12.185 --> 01:32:13.485
<01:32:12.184>and <01:32:12.331>kind <01:32:12.477>of <01:32:12.623>all <01:32:12.769>of <01:32:12.916>that <01:32:13.062>sort <01:32:13.208>of <01:32:13.355>stuff.

1862
01:32:13.605 --> 01:32:16.485
<01:32:13.605>I <01:32:13.760>might <01:32:13.916>actually <01:32:14.071>try, <01:32:14.227>uh, <01:32:14.382>Tiffany, <01:32:14.538>this, <01:32:14.693>this <01:32:14.849>strange <01:32:15.004>style

1863
01:32:16.485 --> 01:32:18.805
<01:32:16.485>of <01:32:16.625>coding <01:32:16.764>that <01:32:16.905>you <01:32:17.045>did <01:32:17.184>where <01:32:17.325>you <01:32:17.464>had <01:32:17.605>no <01:32:17.745>auto <01:32:17.884>completion

1864
01:32:18.805 --> 01:32:20.125
<01:32:18.805>and <01:32:18.974>you <01:32:19.144>actually <01:32:19.314>wrote <01:32:19.483>it <01:32:19.653>all <01:32:19.823>by <01:32:19.993>hand.

1865
01:32:20.145 --> 01:32:21.965
<01:32:20.145>It <01:32:20.300>feels <01:32:20.456>very <01:32:20.611>alien. <01:32:20.767>I <01:32:20.922>might <01:32:21.078>give <01:32:21.233>that <01:32:21.389>a <01:32:21.545>go.

1866
01:32:22.345 --> 01:32:24.165
<01:32:22.345>Um, <01:32:22.545>but <01:32:22.745>yeah, <01:32:22.945>just <01:32:23.145>to <01:32:23.345>say <01:32:23.545>thank <01:32:23.745>you

1867
01:32:24.165 --> 01:32:25.285
<01:32:24.165>very <01:32:24.333>much <01:32:24.501>for <01:32:24.669>that, <01:32:24.837>really <01:32:25.005>enjoyed <01:32:25.173>it.

1868
01:32:25.285 --> 01:32:26.365
<01:32:25.285>And, <01:32:25.528>uh, <01:32:25.771>yeah, <01:32:26.014>thanks <01:32:26.257>again.

1869
01:32:26.425 --> 01:32:29.245
<01:32:26.425>Thanks. <01:32:27.125>Thanks. <01:32:27.825>Excellent.

1870
01:32:29.245 --> 01:32:31.045
<01:32:29.245>This <01:32:29.445>was, <01:32:29.644>we <01:32:29.845>are <01:32:30.045>developers <01:32:30.245>live <01:32:30.445>for <01:32:30.644>today.

1871
01:32:31.045 --> 01:32:32.805
<01:32:31.045>We <01:32:31.185>are <01:32:31.325>gonna <01:32:31.465>be <01:32:31.605>next <01:32:31.745>Wednesday <01:32:31.885>where <01:32:32.025>we <01:32:32.165>don't <01:32:32.305>know <01:32:32.445>yet

1872
01:32:32.805 --> 01:32:33.845
<01:32:32.805>who <01:32:33.117>we're <01:32:33.429>gonna <01:32:33.741>invite.

1873
01:32:34.005 --> 01:32:35.765
<01:32:34.005>I <01:32:34.205>had <01:32:34.405>one <01:32:34.605>person <01:32:34.805>invite <01:32:35.005>who <01:32:35.205>can't <01:32:35.405>come,

1874
01:32:36.265 --> 01:32:38.765
<01:32:36.265>but <01:32:36.405>it's <01:32:36.545>gonna <01:32:36.685>be <01:32:36.825>again <01:32:36.965>for <01:32:37.105>this <01:32:37.245>place <01:32:37.385>here <01:32:37.525>in <01:32:37.665>Kafu.

1875
01:32:38.785 --> 01:32:40.085
<01:32:38.785>So <01:32:39.019>who <01:32:39.253>knows <01:32:39.487>what's <01:32:39.721>gonna <01:32:39.955>happen.

1876
01:32:40.605 --> 01:32:42.925
<01:32:40.605>I <01:32:40.745>see <01:32:40.884>you <01:32:41.025>next <01:32:41.165>Wednesday <01:32:41.304>and <01:32:41.445>thanks <01:32:41.584>very <01:32:41.724>much <01:32:41.865>for <01:32:42.004>watching.