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Wow,

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<00:02:05.290>wonderful <00:02:05.430>to <00:02:05.570>be <00:02:05.710>here <00:02:05.850>in <00:02:05.990>Berlin <00:02:06.130>to <00:02:06.270>talk <00:02:06.410>about <00:02:06.550>community <00:02:06.690>AI

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<00:02:10.639>and <00:02:10.779>Stack's <00:02:10.919>vision <00:02:11.059>for <00:02:11.200>the <00:02:11.339>future. <00:02:11.480>And <00:02:11.619>we've <00:02:11.760>got <00:02:11.899>some <00:02:12.040>really,

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<00:02:14.240>really <00:02:14.473>exciting <00:02:14.706>product <00:02:14.940>announcements <00:02:15.173>for <00:02:15.406>you. <00:02:15.640>Uh,

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<00:02:25.550>thanked <00:02:25.725>you <00:02:25.900>our <00:02:26.075>developer <00:02:26.250>community <00:02:26.425>for <00:02:26.600>building <00:02:26.775>something <00:02:26.950>absolutely

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<00:02:29.970>incredible. <00:02:30.203>Together. <00:02:30.436>Over <00:02:30.670>the <00:02:30.903>past <00:02:31.136>15 <00:02:31.370>years,

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<00:02:44.380>because <00:02:44.507>of <00:02:44.634>the <00:02:44.761>volunteerism <00:02:44.889>of <00:02:45.016>our <00:02:45.143>developer <00:02:45.270>community <00:02:45.398>looking <00:02:45.525>to <00:02:45.652>help <00:02:45.780>each

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<00:02:51.340>millions <00:02:51.480>of <00:02:51.620>developers <00:02:51.760>have <00:02:51.900>spent <00:02:52.040>their <00:02:52.180>time <00:02:52.320>to <00:02:52.460>contribute <00:02:52.600>to <00:02:52.740>now

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<00:03:07.310>our <00:03:07.437>founding <00:03:07.564>in <00:03:07.691>2008 <00:03:07.819>by <00:03:07.946>our <00:03:08.073>wonderful <00:03:08.200>founders. <00:03:08.328>So <00:03:08.455>thank <00:03:08.582>you <00:03:08.710>again.

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<00:03:11.900>And <00:03:12.182>what <00:03:12.464>an <00:03:12.746>impact.

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<00:03:15.400>I <00:03:15.600>also <00:03:15.800>wanted <00:03:16.000>to <00:03:16.200>share <00:03:16.400>that <00:03:16.600>our <00:03:16.800>employees,

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<00:03:18.300>or <00:03:18.475>as <00:03:18.650>we <00:03:18.825>affectionately <00:03:19.000>call <00:03:19.175>them <00:03:19.350>stackers, <00:03:19.525>are <00:03:19.700>really,

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<00:03:22.650>really <00:03:22.825>focused <00:03:23.000>on <00:03:23.175>serving <00:03:23.350>you. <00:03:23.525>You <00:03:23.700>are <00:03:23.875>our <00:03:24.050>mission.

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<00:03:26.960>We <00:03:27.087>come <00:03:27.214>to <00:03:27.341>work <00:03:27.469>every <00:03:27.596>day. <00:03:27.723>People <00:03:27.850>work <00:03:27.978>at <00:03:28.105>Stack <00:03:28.232>O <00:03:28.360>Flow,

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<00:03:29.540>I <00:03:29.715>work <00:03:29.890>at <00:03:30.065>Stack <00:03:30.239>O <00:03:30.415>Flow <00:03:30.590>to <00:03:30.765>serve <00:03:30.940>you.

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<00:03:32.360>And <00:03:32.476>it's <00:03:32.593>wonderful <00:03:32.710>to <00:03:32.826>see <00:03:32.943>developers <00:03:33.060>helping <00:03:33.176>each <00:03:33.293>other <00:03:33.410>out <00:03:33.526>in <00:03:33.643>the <00:03:33.760>ecosystem.

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<00:03:37.250>It's <00:03:37.830>so, <00:03:38.411>uh,

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<00:03:38.550>gives <00:03:38.650>us <00:03:38.750>a <00:03:38.850>sense <00:03:38.950>of <00:03:39.050>purpose <00:03:39.150>when <00:03:39.250>we <00:03:39.350>actually <00:03:39.450>see <00:03:39.550>developers <00:03:39.650>make <00:03:39.750>their <00:03:39.850>way <00:03:39.950>from

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<00:03:42.620>being <00:03:42.853>a <00:03:43.086>student <00:03:43.320>to <00:03:43.553>a <00:03:43.786>young <00:03:44.020>professional,

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<00:03:46.480>to <00:03:46.579>even <00:03:46.679>a <00:03:46.780>senior <00:03:46.880>technology <00:03:46.980>person <00:03:47.079>at <00:03:47.179>a <00:03:47.280>startup <00:03:47.380>or <00:03:47.480>a <00:03:47.579>company <00:03:47.679>all <00:03:47.780>enabled <00:03:47.880>behind

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<00:03:51.060>the <00:03:51.160>scenes <00:03:51.260>by <00:03:51.360>Stack <00:03:51.460>Overflow. <00:03:51.560>So <00:03:51.660>it <00:03:51.760>gives <00:03:51.860>us <00:03:51.960>a <00:03:52.060>lot, <00:03:52.160>a <00:03:52.260>lot <00:03:52.360>of <00:03:52.460>gratitude.

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<00:03:56.240>And <00:03:56.322>I'm <00:03:56.404>here <00:03:56.487>to <00:03:56.569>tell <00:03:56.651>you <00:03:56.734>that <00:03:56.816>in <00:03:56.898>the <00:03:56.981>era <00:03:57.063>that <00:03:57.145>we're <00:03:57.228>about <00:03:57.310>to <00:03:57.392>enter <00:03:57.475>into <00:03:57.557>the <00:03:57.640>AI

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<00:04:00.680>era, <00:04:00.780>which <00:04:00.880>is <00:04:00.980>going <00:04:01.080>to <00:04:01.180>be <00:04:01.280>one <00:04:01.380>of <00:04:01.480>the <00:04:01.580>most <00:04:01.680>transformative <00:04:01.780>platform <00:04:01.880>shifts <00:04:01.980>of <00:04:02.080>our

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<00:04:05.020>generation, <00:04:05.253>and <00:04:05.486>we're <00:04:05.720>lucky <00:04:05.953>to <00:04:06.186>live <00:04:06.420>it,

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<00:04:07.430>that <00:04:07.570>you'll <00:04:07.710>continue <00:04:07.850>to <00:04:07.990>be <00:04:08.130>the <00:04:08.270>focus <00:04:08.410>at <00:04:08.550>Stack <00:04:08.690>Overflow. <00:04:08.830>100%.

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<00:04:12.510>We <00:04:12.693>are <00:04:12.877>here <00:04:13.060>to <00:04:13.244>serve <00:04:13.428>you,

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<00:04:13.790>to <00:04:13.883>fight <00:04:13.976>for <00:04:14.070>on <00:04:14.163>your <00:04:14.256>behalf <00:04:14.350>to <00:04:14.443>make <00:04:14.536>sure <00:04:14.630>you <00:04:14.723>are <00:04:14.816>recognized <00:04:14.910>for <00:04:15.003>the <00:04:15.096>work <00:04:15.190>that

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<00:04:18.709>and <00:04:18.810>that <00:04:18.909>you're <00:04:19.010>able <00:04:19.109>to <00:04:19.209>responsibly <00:04:19.310>harness <00:04:19.409>the <00:04:19.510>power <00:04:19.609>of <00:04:19.709>AI <00:04:19.810>for <00:04:19.909>your <00:04:20.010>needs <00:04:20.109>to

65
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<00:04:23.650>be <00:04:23.849>the <00:04:24.049>best <00:04:24.250>developers <00:04:24.450>that <00:04:24.650>you <00:04:24.849>can <00:04:25.049>be.

66
00:04:26.520 --> 00:04:30.700
<00:04:26.520>And <00:04:26.647>all <00:04:26.774>of <00:04:26.901>this <00:04:27.029>is <00:04:27.156>obviously <00:04:27.283>centered <00:04:27.410>around <00:04:27.538>our <00:04:27.665>collective <00:04:27.792>community <00:04:27.919>and

67
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<00:04:30.700>knowledge <00:04:31.166>that <00:04:31.633>is <00:04:32.099>irreplaceable.

68
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<00:04:35.070>So <00:04:35.197>there's <00:04:35.324>a <00:04:35.451>lot <00:04:35.579>written <00:04:35.706>about <00:04:35.833>this <00:04:35.960>era, <00:04:36.088>right? <00:04:36.215>The <00:04:36.342>AI <00:04:36.469>era,

69
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<00:04:38.470>what's <00:04:38.625>gonna <00:04:38.781>be <00:04:38.936>the <00:04:39.092>future, <00:04:39.247>what's <00:04:39.403>gonna <00:04:39.558>happen <00:04:39.714>to <00:04:39.870>developers,

70
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<00:04:41.850>A <00:04:42.130>lot <00:04:42.410>of <00:04:42.690>doomsdayers <00:04:42.970>out <00:04:43.250>there.

71
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<00:04:44.030>So <00:04:44.146>I <00:04:44.263>wanted <00:04:44.380>to <00:04:44.496>sort <00:04:44.613>of <00:04:44.729>set <00:04:44.846>the <00:04:44.963>record <00:04:45.080>straight <00:04:45.196>from <00:04:45.313>our <00:04:45.429>standpoint,

72
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<00:04:46.960>what <00:04:47.099>does <00:04:47.239>it <00:04:47.380>mean <00:04:47.520>for <00:04:47.659>all <00:04:47.799>of <00:04:47.940>us <00:04:48.080>as <00:04:48.219>as <00:04:48.359>developers?

73
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<00:04:50.550>So <00:04:50.637>we <00:04:50.725>have <00:04:50.812>the <00:04:50.900>benefit <00:04:50.987>of <00:04:51.075>the <00:04:51.162>past <00:04:51.250>15 <00:04:51.337>years <00:04:51.425>of <00:04:51.512>observing <00:04:51.600>a <00:04:51.687>lot <00:04:51.775>on <00:04:51.862>the <00:04:51.950>platform.

74
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<00:04:55.210>We <00:04:55.349>know <00:04:55.489>exactly <00:04:55.630>how <00:04:55.770>software <00:04:55.909>has <00:04:56.049>evolved, <00:04:56.190>the <00:04:56.330>concept <00:04:56.469>of <00:04:56.609>abstraction,

75
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<00:04:59.870>where <00:04:59.977>it's <00:05:00.085>actually <00:05:00.193>gotten <00:05:00.300>easier <00:05:00.408>to <00:05:00.516>write <00:05:00.623>code <00:05:00.731>over <00:05:00.839>time <00:05:00.946>as <00:05:01.054>people <00:05:01.162>have <00:05:01.270>had

76
00:05:03.250 --> 00:05:06.230
<00:05:03.250>access, <00:05:03.390>not <00:05:03.530>only <00:05:03.670>not <00:05:03.810>only <00:05:03.950>to <00:05:04.090>resources <00:05:04.230>like <00:05:04.370>Stack <00:05:04.510>O <00:05:04.650>Flow,

77
00:05:06.690 --> 00:05:10.110
<00:05:06.690>but <00:05:06.865>as <00:05:07.040>innovations <00:05:07.215>have <00:05:07.390>happened <00:05:07.565>through <00:05:07.740>languages <00:05:07.915>and, <00:05:08.090>and,

78
00:05:10.330 --> 00:05:12.990
<00:05:10.330>and <00:05:10.469>packages <00:05:10.609>and <00:05:10.750>libraries, <00:05:10.890>and <00:05:11.030>it's <00:05:11.169>gotten <00:05:11.310>easier <00:05:11.450>to <00:05:11.590>write <00:05:11.729>code,

79
00:05:13.890 --> 00:05:17.230
<00:05:13.890>we <00:05:14.045>have <00:05:14.201>noticed <00:05:14.356>that <00:05:14.512>a <00:05:14.667>kind <00:05:14.823>of <00:05:14.978>very <00:05:15.134>peculiar <00:05:15.289>phenomenon,

80
00:05:18.700 --> 00:05:22.120
<00:05:18.700>the <00:05:18.875>number <00:05:19.050>of <00:05:19.224>developers <00:05:19.400>have <00:05:19.575>actually <00:05:19.750>increased <00:05:19.925>quite <00:05:20.099>dramatically.

81
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<00:05:22.620>And <00:05:22.736>if <00:05:22.853>you <00:05:22.970>think <00:05:23.086>about <00:05:23.203>the <00:05:23.320>few <00:05:23.436>eras <00:05:23.553>that <00:05:23.670>we've <00:05:23.786>just <00:05:23.903>lived <00:05:24.020>through,

82
00:05:25.740 --> 00:05:28.720
<00:05:25.740>the <00:05:25.915>2000 <00:05:26.090>era <00:05:26.265>was <00:05:26.440>all <00:05:26.615>about <00:05:26.790>outsourcing. <00:05:26.965>You <00:05:27.140>know,

83
00:05:28.720 --> 00:05:30.920
<00:05:28.720>there <00:05:28.847>was <00:05:28.974>a <00:05:29.101>big <00:05:29.229>lot <00:05:29.356>of <00:05:29.483>doomsdayers <00:05:29.610>back <00:05:29.738>then <00:05:29.865>saying, <00:05:29.992>you <00:05:30.120>know,

84
00:05:31.140 --> 00:05:32.440
<00:05:31.140>all <00:05:31.307>the <00:05:31.474>developer <00:05:31.641>jobs <00:05:31.808>are <00:05:31.975>gonna <00:05:32.142>go <00:05:32.310>away,

85
00:05:33.150 --> 00:05:36.240
<00:05:33.150>back <00:05:33.277>in <00:05:33.404>the <00:05:33.531>2000 <00:05:33.659>tens <00:05:33.786>when <00:05:33.913>it <00:05:34.040>was <00:05:34.168>automate <00:05:34.295>all <00:05:34.422>the <00:05:34.549>things.

86
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<00:05:36.580>We <00:05:36.719>remember <00:05:36.859>that <00:05:37.000>even <00:05:37.140>then <00:05:37.280>there <00:05:37.419>was <00:05:37.560>a <00:05:37.700>lot <00:05:37.840>of <00:05:37.979>doomsdayers,

87
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<00:05:41.050>the <00:05:41.177>number <00:05:41.304>of <00:05:41.431>developers <00:05:41.559>kept <00:05:41.686>going <00:05:41.813>up <00:05:41.940>and <00:05:42.068>we <00:05:42.195>really <00:05:42.322>expect <00:05:42.450>the

88
00:05:45.950 --> 00:05:47.750
<00:05:45.950>number <00:05:46.150>of <00:05:46.349>developers <00:05:46.550>to <00:05:46.750>go <00:05:46.950>up <00:05:47.150>even <00:05:47.349>more,

89
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<00:05:47.980>even <00:05:48.107>more <00:05:48.234>exponentially <00:05:48.361>in <00:05:48.489>these <00:05:48.616>coming <00:05:48.743>years. <00:05:48.870>So <00:05:48.998>if <00:05:49.125>I'm <00:05:49.252>a <00:05:49.380>developer,

90
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<00:05:52.330>I'm <00:05:52.430>thrilled <00:05:52.530>about <00:05:52.630>this <00:05:52.729>because <00:05:52.830>it <00:05:52.930>really <00:05:53.030>means <00:05:53.130>a <00:05:53.229>lot <00:05:53.330>of <00:05:53.430>opportunity <00:05:53.530>for <00:05:53.630>all <00:05:53.729>of

91
00:05:56.150 --> 00:05:59.600
<00:05:56.150>us. <00:05:56.277>And, <00:05:56.404>and <00:05:56.531>what <00:05:56.659>is <00:05:56.786>the <00:05:56.913>root <00:05:57.040>cause? <00:05:57.168>The <00:05:57.295>root <00:05:57.422>cause <00:05:57.549>is,

92
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<00:05:59.890>especially <00:06:00.240>for <00:06:00.590>this <00:06:00.940>upcoming <00:06:01.289>phase,

93
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<00:06:02.380>the <00:06:02.496>power <00:06:02.613>of <00:06:02.730>AI <00:06:02.846>is <00:06:02.963>going <00:06:03.080>to <00:06:03.196>really <00:06:03.313>drive <00:06:03.430>a <00:06:03.546>tremendous <00:06:03.663>amount <00:06:03.780>of

94
00:06:06.760 --> 00:06:10.960
<00:06:06.760>transformation <00:06:06.993>within <00:06:07.226>companies, <00:06:07.460>large <00:06:07.693>companies, <00:06:07.926>existing <00:06:08.159>companies,

95
00:06:11.010 --> 00:06:14.360
<00:06:11.010>incumbents, <00:06:11.185>looking <00:06:11.360>to <00:06:11.534>reinnovate <00:06:11.710>be <00:06:11.885>closer <00:06:12.060>to <00:06:12.235>their <00:06:12.409>customers,

96
00:06:14.960 --> 00:06:18.620
<00:06:14.960>iterate <00:06:15.135>on <00:06:15.310>product <00:06:15.484>and <00:06:15.659>deliver <00:06:15.835>that <00:06:16.010>very <00:06:16.185>quickly. <00:06:16.359>Uh,

97
00:06:18.640 --> 00:06:20.220
<00:06:18.640>for <00:06:18.919>startups <00:06:19.200>that <00:06:19.479>are <00:06:19.760>getting <00:06:20.039>funded,

98
00:06:20.730 --> 00:06:23.020
<00:06:20.730>many <00:06:20.885>of <00:06:21.041>you're <00:06:21.196>in <00:06:21.352>the <00:06:21.507>wonderful <00:06:21.663>city <00:06:21.818>of <00:06:21.974>Berlin <00:06:22.130>here,

99
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<00:06:23.500>phenomenal <00:06:23.616>startup <00:06:23.733>ecosystem. <00:06:23.850>We <00:06:23.966>expect <00:06:24.083>that <00:06:24.200>to <00:06:24.316>explode <00:06:24.433>in <00:06:24.550>a <00:06:24.666>really <00:06:24.783>good <00:06:24.900>way,

100
00:06:27.500 --> 00:06:28.333
<00:06:27.500>in <00:06:27.749>a <00:06:27.999>positive <00:06:28.249>way,

101
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<00:06:28.560>and <00:06:28.653>all <00:06:28.746>of <00:06:28.840>that <00:06:28.933>is <00:06:29.026>gonna <00:06:29.120>create <00:06:29.213>a <00:06:29.306>surge <00:06:29.400>in <00:06:29.493>the <00:06:29.586>number <00:06:29.680>of <00:06:29.773>developers <00:06:29.866>that <00:06:29.960>are

102
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<00:06:32.340>gonna <00:06:32.495>needed, <00:06:32.651>that <00:06:32.806>are <00:06:32.962>gonna <00:06:33.117>be <00:06:33.273>needed <00:06:33.428>for <00:06:33.584>this <00:06:33.740>work.

103
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<00:06:36.310>So <00:06:36.510>by <00:06:36.710>asking <00:06:36.910>the <00:06:37.110>future <00:06:37.310>of <00:06:37.510>software <00:06:37.710>developers,

104
00:06:40.320 --> 00:06:44.410
<00:06:40.320>it's <00:06:40.427>only <00:06:40.535>obvious <00:06:40.643>to <00:06:40.750>ask <00:06:40.858>the <00:06:40.966>future <00:06:41.073>of <00:06:41.181>Stack <00:06:41.289>Overflow <00:06:41.396>in <00:06:41.504>an <00:06:41.612>AI <00:06:41.719>world.

105
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<00:06:46.980>And <00:06:47.180>to <00:06:47.380>answer <00:06:47.580>this <00:06:47.780>question <00:06:47.980>we <00:06:48.180>asked <00:06:48.380>you,

106
00:06:50.070 --> 00:06:54.540
<00:06:50.070>every <00:06:50.210>year <00:06:50.349>we <00:06:50.490>conduct <00:06:50.630>a <00:06:50.770>survey, <00:06:50.909>our <00:06:51.050>Stack <00:06:51.190>Overflow <00:06:51.330>developer <00:06:51.469>survey.

107
00:06:54.890 --> 00:06:58.140
<00:06:54.890>This <00:06:55.169>year, <00:06:55.450>90,000 <00:06:55.729>of <00:06:56.010>you <00:06:56.289>responded,

108
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<00:06:58.200>one <00:06:58.400>of <00:06:58.599>our <00:06:58.800>most <00:06:59.000>popular <00:06:59.200>respon, <00:06:59.400>you <00:06:59.599>know,

109
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<00:07:00.500>most <00:07:00.700>popular <00:07:00.900>surveys <00:07:01.100>in <00:07:01.300>terms <00:07:01.500>of <00:07:01.700>response <00:07:01.900>rate.

110
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<00:07:03.560>And <00:07:03.676>we <00:07:03.793>zoned <00:07:03.910>in <00:07:04.026>on <00:07:04.143>a <00:07:04.260>very <00:07:04.376>specific <00:07:04.493>set <00:07:04.610>of <00:07:04.726>questions <00:07:04.843>around <00:07:04.960>ai,

111
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<00:07:07.220>this <00:07:07.347>era <00:07:07.474>that <00:07:07.601>we're <00:07:07.729>about <00:07:07.856>to <00:07:07.983>enter <00:07:08.110>into <00:07:08.238>or <00:07:08.365>have <00:07:08.492>entered <00:07:08.620>into.

112
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<00:07:10.530>And <00:07:10.685>70% <00:07:10.841>of <00:07:10.996>you <00:07:11.152>said <00:07:11.307>that <00:07:11.463>you <00:07:11.618>were <00:07:11.774>either <00:07:11.929>using

113
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<00:07:15.530>AI <00:07:15.657>assisted <00:07:15.784>tools <00:07:15.911>or <00:07:16.039>you <00:07:16.166>are <00:07:16.293>planning <00:07:16.420>on <00:07:16.548>using <00:07:16.675>AI <00:07:16.802>assisted <00:07:16.929>tools.

114
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<00:07:20.370>Why? <00:07:20.603>Because <00:07:20.836>it <00:07:21.070>obviously <00:07:21.303>drives <00:07:21.536>productivity <00:07:21.770>efficiency,

115
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<00:07:24.470>opportunities <00:07:24.597>to <00:07:24.724>learn <00:07:24.851>all <00:07:24.979>the <00:07:25.106>things <00:07:25.233>that <00:07:25.360>we <00:07:25.488>care <00:07:25.615>about <00:07:25.742>as <00:07:25.870>developers.

116
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<00:07:29.080>And <00:07:29.413>but <00:07:29.746>also,

117
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<00:07:29.820>42% <00:07:30.020>of <00:07:30.219>you <00:07:30.420>said <00:07:30.620>that <00:07:30.820>accuracy <00:07:31.020>was <00:07:31.219>a

118
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<00:07:34.780>big <00:07:34.896>question. <00:07:35.013>We <00:07:35.130>are <00:07:35.246>a, <00:07:35.363>we <00:07:35.479>are <00:07:35.596>a <00:07:35.713>skeptical <00:07:35.830>bunch <00:07:35.946>as <00:07:36.063>developers, <00:07:36.179>right?

119
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<00:07:39.530>We <00:07:39.607>want <00:07:39.685>to <00:07:39.763>make <00:07:39.841>sure <00:07:39.918>that <00:07:39.996>we <00:07:40.074>are <00:07:40.152>using <00:07:40.229>the <00:07:40.307>best <00:07:40.385>tool <00:07:40.463>for <00:07:40.541>the <00:07:40.618>job <00:07:40.696>to <00:07:40.774>get <00:07:40.852>the <00:07:40.929>job

120
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<00:07:43.990>done <00:07:45.034>correctly.

121
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<00:07:45.330>We <00:07:45.446>do <00:07:45.563>not <00:07:45.680>wanna <00:07:45.796>run <00:07:45.913>production <00:07:46.030>level <00:07:46.146>applications <00:07:46.263>with <00:07:46.380>a <00:07:46.496>lot <00:07:46.613>of <00:07:46.729>risk.

122
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<00:07:49.450>So <00:07:49.566>this <00:07:49.683>gave <00:07:49.800>us <00:07:49.916>a <00:07:50.033>lot <00:07:50.150>of <00:07:50.266>insight <00:07:50.383>on <00:07:50.500>what <00:07:50.616>to <00:07:50.733>focus <00:07:50.849>on.

123
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<00:07:55.690>And <00:07:55.806>we, <00:07:55.923>after <00:07:56.040>thinking <00:07:56.156>about <00:07:56.273>it, <00:07:56.390>we <00:07:56.506>basically <00:07:56.623>came <00:07:56.740>up <00:07:56.856>with <00:07:56.973>the <00:07:57.090>following.

124
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<00:07:59.650>We <00:07:59.805>said <00:07:59.961>that <00:08:00.116>the <00:08:00.272>power <00:08:00.427>of <00:08:00.583>AI <00:08:00.738>is <00:08:00.894>very <00:08:01.049>obvious.

125
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<00:08:04.020>Summarizations <00:08:04.253>aggregations, <00:08:04.486>discovery <00:08:04.719>and <00:08:04.953>search <00:08:05.186>through <00:08:05.419>semantics,

126
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<00:08:08.260>search <00:08:08.726>comparisons, <00:08:09.193>et <00:08:09.659>cetera,

127
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<00:08:11.230>community <00:08:11.346>has <00:08:11.463>some <00:08:11.580>amazing <00:08:11.696>attributes <00:08:11.813>that <00:08:11.930>we <00:08:12.046>have <00:08:12.163>been <00:08:12.280>very <00:08:12.396>close <00:08:12.513>to <00:08:12.630>creation

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<00:08:15.000>of <00:08:15.200>new <00:08:15.400>knowledge, <00:08:15.600>validation, <00:08:15.800>interpretation, <00:08:16.000>connecting <00:08:16.200>the <00:08:16.400>dots.

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<00:08:20.330>But <00:08:20.469>Stack <00:08:20.609>Overflow <00:08:20.750>in <00:08:20.890>the <00:08:21.030>middle <00:08:21.169>has <00:08:21.310>this <00:08:21.450>very <00:08:21.590>unique <00:08:21.729>opportunity

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<00:08:25.260>to <00:08:25.400>focus <00:08:25.539>on <00:08:25.680>some <00:08:25.820>key <00:08:25.960>key <00:08:26.099>aspects <00:08:26.240>and <00:08:26.380>attributes. <00:08:26.520>So <00:08:26.659>trust,

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<00:08:29.580>why <00:08:29.680>are <00:08:29.780>we <00:08:29.880>focus <00:08:29.979>on <00:08:30.080>making <00:08:30.180>sure <00:08:30.280>that <00:08:30.380>you <00:08:30.479>as <00:08:30.580>developers <00:08:30.680>can <00:08:30.780>trust <00:08:30.880>what <00:08:30.979>you're

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<00:08:33.240>getting <00:08:33.356>out <00:08:33.473>of <00:08:33.590>these <00:08:33.706>amazing <00:08:33.823>tools <00:08:33.940>that <00:08:34.056>are <00:08:34.173>being <00:08:34.289>developed <00:08:34.406>and <00:08:34.523>innovated <00:08:34.640>on.

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<00:08:45.920>say, <00:08:46.060>okay, <00:08:46.199>I <00:08:46.339>can <00:08:46.479>trust <00:08:46.620>this <00:08:46.760>answer, <00:08:46.900>making <00:08:47.040>sure <00:08:47.180>that's <00:08:47.319>accurate.

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<00:08:51.070>Considering <00:08:51.186>our <00:08:51.303>commitment <00:08:51.420>to <00:08:51.536>quality <00:08:51.653>on <00:08:51.770>Stack <00:08:51.886>Overflow <00:08:52.003>over <00:08:52.120>the <00:08:52.236>past <00:08:52.353>15 <00:08:52.470>years,

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<00:08:55.640>we've <00:08:55.747>taken <00:08:55.855>a <00:08:55.963>lot <00:08:56.070>of <00:08:56.178>painstaking <00:08:56.286>efforts <00:08:56.393>to <00:08:56.501>make <00:08:56.609>sure <00:08:56.716>the <00:08:56.824>information <00:08:56.932>is <00:08:57.040>always

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<00:08:58.460>right. <00:08:58.693>It's <00:08:58.926>the <00:08:59.160>most <00:08:59.393>accurate <00:08:59.626>dataset, <00:08:59.860>personalization,

139
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<00:09:02.300>the <00:09:02.393>fact <00:09:02.486>that <00:09:02.579>you've <00:09:02.673>spent <00:09:02.766>so <00:09:02.859>much <00:09:02.953>time <00:09:03.046>on <00:09:03.140>the <00:09:03.233>site <00:09:03.326>to <00:09:03.420>make <00:09:03.513>sure <00:09:03.606>you're <00:09:03.699>getting

140
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<00:09:05.340>it <00:09:05.467>exactly <00:09:05.594>based <00:09:05.721>on <00:09:05.849>your <00:09:05.976>own, <00:09:06.103>uh, <00:09:06.230>your <00:09:06.358>current <00:09:06.485>sort <00:09:06.612>of <00:09:06.740>mindset,

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<00:09:09.930>providing <00:09:10.280>feedback <00:09:10.630>into <00:09:10.979>the <00:09:11.329>system,

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<00:09:11.800>and <00:09:11.907>of <00:09:12.015>course <00:09:12.123>giving <00:09:12.230>all <00:09:12.338>of <00:09:12.446>you <00:09:12.553>recognition <00:09:12.661>for <00:09:12.769>the <00:09:12.876>work <00:09:12.984>that <00:09:13.092>you're <00:09:13.199>actually

143
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<00:09:15.260>putting <00:09:15.387>into <00:09:15.514>versus <00:09:15.641>information <00:09:15.769>just <00:09:15.896>being <00:09:16.023>taken <00:09:16.150>away <00:09:16.278>without <00:09:16.405>real <00:09:16.532>credit <00:09:16.660>for

144
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<00:09:19.660>the <00:09:19.776>folks <00:09:19.893>who <00:09:20.010>are <00:09:20.126>contributing. <00:09:20.243>So <00:09:20.360>that <00:09:20.476>is <00:09:20.593>what <00:09:20.709>we <00:09:20.826>have <00:09:20.943>thought <00:09:21.060>about,

145
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<00:09:23.680>which <00:09:23.787>have <00:09:23.895>really <00:09:24.003>then <00:09:24.110>led <00:09:24.218>to <00:09:24.326>our <00:09:24.433>principles <00:09:24.541>around <00:09:24.649>how <00:09:24.756>we <00:09:24.864>think <00:09:24.972>about <00:09:25.079>the

146
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<00:09:27.590>products <00:09:27.745>that <00:09:27.901>we're <00:09:28.056>building <00:09:28.212>around <00:09:28.367>the <00:09:28.523>AI <00:09:28.678>space. <00:09:28.834>So <00:09:28.990>firstly,

147
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<00:09:30.670>it's <00:09:30.757>about <00:09:30.844>making <00:09:30.932>sure <00:09:31.020>that <00:09:31.107>we <00:09:31.194>give <00:09:31.282>you <00:09:31.370>back <00:09:31.457>time <00:09:31.545>to <00:09:31.632>make <00:09:31.719>sure <00:09:31.807>that <00:09:31.895>you <00:09:31.982>are <00:09:32.069>more

148
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efficient,

149
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<00:09:35.300>to <00:09:35.400>make <00:09:35.500>sure <00:09:35.599>that <00:09:35.699>you <00:09:35.800>can <00:09:35.900>actually <00:09:36.000>focus <00:09:36.099>on <00:09:36.199>the <00:09:36.300>things <00:09:36.400>that <00:09:36.500>you <00:09:36.599>love <00:09:36.699>doing,

150
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<00:09:38.400>which <00:09:38.555>is <00:09:38.711>innovating. <00:09:38.866>Secondly, <00:09:39.022>it's <00:09:39.177>about, <00:09:39.333>again, <00:09:39.488>accuracy <00:09:39.644>being <00:09:39.800>hunt,

151
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<00:09:42.070>highly <00:09:42.270>fundamental <00:09:42.470>to <00:09:42.670>you <00:09:42.870>and <00:09:43.070>your <00:09:43.270>work. <00:09:43.470>Thirdly,

152
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<00:09:46.160>it's <00:09:46.300>about <00:09:46.439>making <00:09:46.579>sure <00:09:46.719>that <00:09:46.860>we <00:09:47.000>welcome <00:09:47.140>developers <00:09:47.280>of <00:09:47.420>all <00:09:47.560>ranges,

153
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<00:09:49.860>the <00:09:50.015>expert <00:09:50.171>programmers, <00:09:50.326>but <00:09:50.482>also <00:09:50.637>the <00:09:50.793>beginners <00:09:50.948>who <00:09:51.104>are <00:09:51.260>starting.

154
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<00:09:52.980>And <00:09:53.202>as <00:09:53.424>I <00:09:53.646>mentioned,

155
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<00:09:53.720>there's <00:09:53.820>gonna <00:09:53.920>be <00:09:54.020>a <00:09:54.120>lot <00:09:54.220>of <00:09:54.320>them <00:09:54.420>entering <00:09:54.520>into <00:09:54.620>this <00:09:54.720>space <00:09:54.820>from <00:09:54.920>around <00:09:55.020>the <00:09:55.120>world.

156
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<00:09:57.100>And <00:09:57.532>finally,

157
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<00:09:57.580>making <00:09:57.680>sure <00:09:57.780>that <00:09:57.880>the <00:09:57.980>humans <00:09:58.080>and <00:09:58.180>developers <00:09:58.280>are <00:09:58.380>the <00:09:58.480>center <00:09:58.580>of <00:09:58.680>what <00:09:58.780>we <00:09:58.880>do. <00:09:58.980>Again,

158
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<00:10:02.200>we're <00:10:02.433>here <00:10:02.666>to <00:10:02.900>serve <00:10:03.133>you <00:10:03.366>as <00:10:03.600>developers.

159
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<00:10:06.630>We've <00:10:06.757>also <00:10:06.884>been <00:10:07.011>observing <00:10:07.139>the <00:10:07.266>challenges <00:10:07.393>that <00:10:07.520>you've <00:10:07.648>been <00:10:07.775>facing <00:10:07.902>across <00:10:08.030>your

160
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<00:10:10.660>work <00:10:10.787>and <00:10:10.914>all <00:10:11.041>these <00:10:11.169>challenges, <00:10:11.296>which <00:10:11.423>I <00:10:11.550>won't <00:10:11.678>go <00:10:11.805>through <00:10:11.932>each <00:10:12.060>one.

161
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<00:10:14.000>We <00:10:14.127>have <00:10:14.254>a <00:10:14.381>very <00:10:14.509>unique <00:10:14.636>vantage <00:10:14.763>point <00:10:14.890>about <00:10:15.018>understanding <00:10:15.145>these <00:10:15.272>challenges <00:10:15.400>around

162
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<00:10:17.700>problem <00:10:17.827>solving <00:10:17.954>and <00:10:18.081>innovating <00:10:18.209>and <00:10:18.336>onboarding <00:10:18.463>to <00:10:18.590>new <00:10:18.718>companies <00:10:18.845>because <00:10:18.972>we <00:10:19.100>have

163
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<00:10:22.410>this <00:10:22.537>really <00:10:22.664>great <00:10:22.791>view <00:10:22.919>of <00:10:23.046>the <00:10:23.173>public <00:10:23.300>platform <00:10:23.428>where <00:10:23.555>we <00:10:23.682>have, <00:10:23.810>again,

164
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<00:10:26.390>58 <00:10:26.506>million <00:10:26.623>questions <00:10:26.740>and <00:10:26.856>answers <00:10:26.973>and <00:10:27.090>millions <00:10:27.206>of <00:10:27.323>developers <00:10:27.439>showing <00:10:27.556>up <00:10:27.673>on <00:10:27.790>Stack

165
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<00:10:31.180>Overflow <00:10:31.540>every, <00:10:31.900>every <00:10:32.260>week.

166
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<00:10:33.300>And <00:10:33.416>we <00:10:33.533>also <00:10:33.650>have <00:10:33.766>our <00:10:33.883>Stack <00:10:34.000>Overflow <00:10:34.116>for <00:10:34.233>Teams <00:10:34.349>product <00:10:34.466>that's <00:10:34.583>used <00:10:34.699>now

167
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<00:10:38.500>by <00:10:38.780>15,000 <00:10:39.060>organizations <00:10:39.340>within <00:10:39.620>their <00:10:39.900>companies,

168
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<00:10:41.530>which <00:10:41.646>is <00:10:41.763>a <00:10:41.880>private <00:10:41.996>version <00:10:42.113>of <00:10:42.230>Stack <00:10:42.346>Overflow <00:10:42.463>to <00:10:42.579>share <00:10:42.696>and <00:10:42.813>collaborate <00:10:42.930>knowledge.

169
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<00:10:45.580>So <00:10:45.687>both <00:10:45.795>these <00:10:45.903>products <00:10:46.010>are <00:10:46.118>public <00:10:46.226>platform <00:10:46.333>that <00:10:46.441>almost <00:10:46.549>all <00:10:46.656>of <00:10:46.764>you <00:10:46.872>have <00:10:46.980>used.

170
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<00:10:50.160>And <00:10:50.267>our <00:10:50.375>stack <00:10:50.483>overflow <00:10:50.590>of <00:10:50.698>a <00:10:50.806>teams <00:10:50.913>product <00:10:51.021>gives <00:10:51.129>us <00:10:51.236>a <00:10:51.344>tremendous <00:10:51.452>amount <00:10:51.560>of

171
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<00:10:52.940>insight <00:10:53.220>on <00:10:53.500>your <00:10:53.780>problems <00:10:54.060>and <00:10:54.340>what,

172
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<00:10:55.560>how <00:10:55.667>we <00:10:55.775>can <00:10:55.883>actually <00:10:55.990>help <00:10:56.098>you <00:10:56.206>with <00:10:56.313>your <00:10:56.421>problems. <00:10:56.529>So <00:10:56.636>with <00:10:56.744>all <00:10:56.852>that <00:10:56.959>context,

173
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<00:11:01.300>I'm <00:11:01.678>very,

174
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<00:11:01.720>very <00:11:01.860>pleased <00:11:02.000>to <00:11:02.140>share <00:11:02.280>that <00:11:02.420>we <00:11:02.560>are <00:11:02.700>announcing <00:11:02.840>today <00:11:02.980>at <00:11:03.120>we

175
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<00:11:06.680>Are <00:11:06.913>developers, <00:11:07.146>the <00:11:07.380>launch <00:11:07.613>of <00:11:07.846>Overflow <00:11:08.079>ai.

176
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<00:11:20.680>So <00:11:21.429>this,

177
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<00:11:21.540>I <00:11:21.647>cannot <00:11:21.755>go <00:11:21.863>past <00:11:21.970>this <00:11:22.078>slide <00:11:22.186>until <00:11:22.293>I <00:11:22.401>actually <00:11:22.509>recognize <00:11:22.616>our <00:11:22.724>amazing <00:11:22.832>group <00:11:22.939>of

178
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<00:11:26.140>stackers <00:11:26.256>who <00:11:26.373>have <00:11:26.490>been <00:11:26.606>hard <00:11:26.723>at <00:11:26.840>work <00:11:26.956>over <00:11:27.073>the <00:11:27.189>past <00:11:27.306>three <00:11:27.423>months, <00:11:27.540>uh,

179
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<00:11:30.360>really <00:11:30.467>in <00:11:30.575>the <00:11:30.683>spirit <00:11:30.790>of <00:11:30.898>building <00:11:31.006>something <00:11:31.113>amazing <00:11:31.221>for <00:11:31.329>you <00:11:31.436>as <00:11:31.544>developers <00:11:31.652>to <00:11:31.760>to

180
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<00:11:34.460>use <00:11:34.667>on <00:11:34.874>a <00:11:35.081>daily <00:11:35.288>basis.

181
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<00:11:36.170>So <00:11:36.257>my <00:11:36.344>heartfelt <00:11:36.432>thanks <00:11:36.520>goes <00:11:36.607>out <00:11:36.694>to <00:11:36.782>my <00:11:36.870>team <00:11:36.957>and <00:11:37.045>our <00:11:37.132>team <00:11:37.219>and <00:11:37.307>there <00:11:37.395>are <00:11:37.482>many <00:11:37.569>ma

182
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<00:11:40.110>many <00:11:40.285>ways <00:11:40.460>your <00:11:40.635>team, <00:11:40.810>because <00:11:40.985>we're <00:11:41.160>at, <00:11:41.335>you <00:11:41.510>know,

183
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<00:11:42.190>really <00:11:42.297>sort <00:11:42.405>of <00:11:42.513>working <00:11:42.620>for <00:11:42.728>you <00:11:42.836>in <00:11:42.943>many <00:11:43.051>ways. <00:11:43.159>Now, <00:11:43.266>what <00:11:43.374>is <00:11:43.482>Overflow <00:11:43.590>ai?

184
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<00:11:47.470>Overflow <00:11:47.577>AI <00:11:47.685>is <00:11:47.793>going <00:11:47.900>to <00:11:48.008>be <00:11:48.116>made <00:11:48.223>up <00:11:48.331>of, <00:11:48.439>we're <00:11:48.546>gonna <00:11:48.654>talk <00:11:48.762>about <00:11:48.870>seven,

185
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<00:11:51.700>six <00:11:52.159>announcements <00:11:52.618>today.

186
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<00:11:52.810>We've <00:11:52.965>actually <00:11:53.121>been <00:11:53.276>working <00:11:53.432>on <00:11:53.587>about <00:11:53.743>12 <00:11:53.898>different <00:11:54.054>things <00:11:54.209>that,

187
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<00:11:57.000>and <00:11:57.127>some <00:11:57.254>of <00:11:57.381>those <00:11:57.509>I'm <00:11:57.636>not <00:11:57.763>gonna <00:11:57.890>be <00:11:58.018>able <00:11:58.145>to <00:11:58.272>cover <00:11:58.400>today,

188
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<00:11:58.920>but <00:11:59.027>we're <00:11:59.135>definitely <00:11:59.243>gonna <00:11:59.350>talk <00:11:59.458>about <00:11:59.566>six <00:11:59.673>and <00:11:59.781>I'm <00:11:59.889>gonna <00:11:59.996>go <00:12:00.104>through <00:12:00.212>each <00:12:00.319>one.

189
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<00:12:03.060>So <00:12:03.176>you <00:12:03.293>may <00:12:03.410>get <00:12:03.526>some <00:12:03.643>clues <00:12:03.760>already, <00:12:03.876>but <00:12:03.993>let's <00:12:04.109>go <00:12:04.226>through <00:12:04.343>each <00:12:04.459>one.

190
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<00:12:06.460>So <00:12:06.587>the <00:12:06.714>first <00:12:06.841>one <00:12:06.969>is <00:12:07.096>around <00:12:07.223>search. <00:12:07.350>Finding <00:12:07.478>information <00:12:07.605>in <00:12:07.732>a <00:12:07.860>very,

191
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<00:12:11.220>very <00:12:11.360>compelling <00:12:11.500>way <00:12:11.640>quickly <00:12:11.780>on <00:12:11.920>Stack <00:12:12.060>Overflow, <00:12:12.200>especially <00:12:12.340>when <00:12:12.480>you <00:12:12.620>can,

192
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<00:12:16.020>when <00:12:16.147>you're <00:12:16.274>looking <00:12:16.401>to <00:12:16.529>trust <00:12:16.656>that <00:12:16.783>answer. <00:12:16.910>So <00:12:17.038>you <00:12:17.165>can <00:12:17.292>recognize <00:12:17.420>this,

193
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<00:12:20.510>you <00:12:20.603>start <00:12:20.696>with <00:12:20.790>the <00:12:20.883>search <00:12:20.976>bar <00:12:21.069>and <00:12:21.163>you're <00:12:21.256>also <00:12:21.350>sort <00:12:21.443>of <00:12:21.536>making <00:12:21.630>sure <00:12:21.723>that <00:12:21.816>you <00:12:21.910>can

194
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<00:12:24.860>ask <00:12:25.015>a, <00:12:25.171>in <00:12:25.326>this <00:12:25.482>new <00:12:25.637>world, <00:12:25.793>asking <00:12:25.948>a <00:12:26.104>regular <00:12:26.260>question,

195
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<00:12:28.250>which <00:12:28.483>could <00:12:28.716>be <00:12:28.950>a <00:12:29.183>natural <00:12:29.416>language <00:12:29.650>question.

196
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<00:12:30.500>And <00:12:30.640>what <00:12:30.780>we've <00:12:30.920>actually <00:12:31.060>enabled <00:12:31.200>here <00:12:31.340>is <00:12:31.480>you're <00:12:31.620>gonna <00:12:31.760>get <00:12:31.900>a,

197
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<00:12:34.220>the <00:12:34.360>traditional <00:12:34.500>search <00:12:34.640>results <00:12:34.780>that <00:12:34.920>you <00:12:35.060>typically <00:12:35.200>get <00:12:35.340>on <00:12:35.480>Stack <00:12:35.620>Overflow,

198
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<00:12:39.020>but <00:12:39.253>it's <00:12:39.486>not <00:12:39.720>only <00:12:39.953>gonna <00:12:40.186>do <00:12:40.420>that,

199
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<00:12:41.200>but <00:12:41.316>it's <00:12:41.433>gonna <00:12:41.550>give <00:12:41.666>you <00:12:41.783>a <00:12:41.900>summarized <00:12:42.016>version <00:12:42.133>of <00:12:42.250>that <00:12:42.366>through <00:12:42.483>generative <00:12:42.600>ai.

200
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<00:12:45.240>It <00:12:45.356>does <00:12:45.473>generative <00:12:45.590>AI <00:12:45.706>does <00:12:45.823>the <00:12:45.940>work <00:12:46.056>to <00:12:46.173>sort <00:12:46.290>of <00:12:46.406>piece <00:12:46.523>this <00:12:46.640>together,

201
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<00:12:49.110>and <00:12:49.237>it's <00:12:49.364>also <00:12:49.491>gonna <00:12:49.619>make <00:12:49.746>sure <00:12:49.873>that <00:12:50.000>it <00:12:50.128>gives <00:12:50.255>you <00:12:50.382>the <00:12:50.510>citations

202
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<00:12:53.910>and <00:12:54.050>the <00:12:54.189>questions <00:12:54.329>and <00:12:54.469>answers <00:12:54.610>where <00:12:54.750>this <00:12:54.890>was <00:12:55.030>actually <00:12:55.170>generated <00:12:55.310>from.

203
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<00:12:58.130>So <00:12:58.223>what <00:12:58.316>this <00:12:58.410>allows <00:12:58.503>you <00:12:58.596>to <00:12:58.689>do <00:12:58.783>is <00:12:58.876>really <00:12:58.970>trust <00:12:59.063>that <00:12:59.156>the <00:12:59.250>generative <00:12:59.343>AI <00:12:59.436>answer <00:12:59.530>that

204
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<00:13:02.750>came <00:13:02.890>out <00:13:03.030>of <00:13:03.170>your <00:13:03.310>search <00:13:03.450>question <00:13:03.590>or, <00:13:03.730>or <00:13:03.870>your <00:13:04.010>question, <00:13:04.150>um,

205
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<00:13:06.850>is <00:13:06.950>really <00:13:07.050>rooted <00:13:07.150>in <00:13:07.250>truth <00:13:07.350>in <00:13:07.450>truth <00:13:07.550>based <00:13:07.650>on <00:13:07.750>the <00:13:07.850>experts <00:13:07.950>around <00:13:08.050>the <00:13:08.150>world <00:13:08.250>that

206
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<00:13:10.790>have <00:13:11.039>contributed <00:13:11.289>to <00:13:11.539>it.

207
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<00:13:13.090>You <00:13:13.217>can <00:13:13.344>obviously <00:13:13.471>provide <00:13:13.599>feedback <00:13:13.726>that's <00:13:13.853>part <00:13:13.980>of <00:13:14.108>the <00:13:14.235>system <00:13:14.362>with, <00:13:14.490>uh,

208
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<00:13:17.030>generate <00:13:17.185>AI <00:13:17.341>models. <00:13:17.496>That's <00:13:17.652>very <00:13:17.807>important <00:13:17.963>to <00:13:18.118>train <00:13:18.274>the <00:13:18.430>model,

209
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<00:13:19.530>but <00:13:19.670>you <00:13:19.810>can <00:13:19.949>also <00:13:20.089>continue <00:13:20.230>the <00:13:20.370>conversation <00:13:20.510>as <00:13:20.650>you <00:13:20.790>get <00:13:20.930>more,

210
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<00:13:22.940>more <00:13:23.186>sort <00:13:23.433>of <00:13:23.679>personalized <00:13:23.926>around <00:13:24.173>it.

211
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<00:13:24.380>It's <00:13:24.535>gonna <00:13:24.691>take <00:13:24.846>all <00:13:25.002>the <00:13:25.157>context <00:13:25.313>that <00:13:25.468>you <00:13:25.624>just, <00:13:25.780>uh,

212
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<00:13:26.510>that <00:13:26.617>you <00:13:26.725>sort <00:13:26.833>of <00:13:26.940>provided <00:13:27.048>and <00:13:27.156>you're <00:13:27.263>able <00:13:27.371>to <00:13:27.479>have <00:13:27.586>a <00:13:27.694>natural <00:13:27.802>language, <00:13:27.910>uh,

213
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<00:13:30.740>interaction <00:13:30.895>with <00:13:31.051>the <00:13:31.206>model. <00:13:31.362>What <00:13:31.517>that's <00:13:31.673>gonna <00:13:31.828>result <00:13:31.984>is <00:13:32.140>effectively,

214
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<00:13:35.000>it's <00:13:35.127>gonna <00:13:35.254>build <00:13:35.381>on <00:13:35.509>that <00:13:35.636>original <00:13:35.763>question <00:13:35.890>and <00:13:36.018>all <00:13:36.145>your <00:13:36.272>follow-up <00:13:36.400>questions.

215
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<00:13:38.030>It's <00:13:38.170>gonna <00:13:38.310>generate <00:13:38.449>another <00:13:38.589>summarized <00:13:38.730>solution <00:13:38.870>or <00:13:39.010>multiple <00:13:39.150>solutions <00:13:39.290>in <00:13:39.430>this

216
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<00:13:42.280>case. <00:13:42.407>And <00:13:42.534>as <00:13:42.661>you <00:13:42.789>build <00:13:42.916>that, <00:13:43.043>you <00:13:43.170>can <00:13:43.298>even <00:13:43.425>get <00:13:43.552>more <00:13:43.680>specific.

217
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<00:13:47.230>You <00:13:47.317>can <00:13:47.405>actually <00:13:47.492>add <00:13:47.580>a <00:13:47.667>piece <00:13:47.755>of <00:13:47.842>code <00:13:47.930>inside <00:13:48.017>this <00:13:48.105>in <00:13:48.192>a <00:13:48.280>way <00:13:48.367>that <00:13:48.455>actually <00:13:48.542>gives <00:13:48.630>it

218
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<00:13:52.090>even <00:13:52.190>more <00:13:52.290>context <00:13:52.390>and <00:13:52.490>makes <00:13:52.590>it <00:13:52.690>even <00:13:52.790>personal <00:13:52.890>to <00:13:52.990>you <00:13:53.090>and <00:13:53.190>what <00:13:53.290>you've <00:13:53.390>tried <00:13:53.490>so

219
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<00:13:55.970>far. <00:13:56.170>And <00:13:56.370>then <00:13:56.570>at <00:13:56.770>this <00:13:56.970>point, <00:13:57.170>you <00:13:57.370>know,

220
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<00:13:59.370>this <00:13:59.486>question <00:13:59.603>obviously <00:13:59.720>is <00:13:59.836>highly <00:13:59.953>personalized <00:14:00.070>and <00:14:00.186>you're <00:14:00.303>able <00:14:00.420>to <00:14:00.536>get <00:14:00.653>to, <00:14:00.770>uh,

221
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<00:14:03.210>an <00:14:03.350>answer <00:14:03.490>that <00:14:03.630>either <00:14:03.770>works <00:14:03.910>or <00:14:04.050>it <00:14:04.190>doesn't <00:14:04.330>work <00:14:04.470>for <00:14:04.610>you.

222
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<00:14:06.500>And <00:14:06.600>it's <00:14:06.700>possible <00:14:06.800>that <00:14:06.900>AI <00:14:07.000>hits <00:14:07.100>sort <00:14:07.200>of <00:14:07.300>this <00:14:07.400>complexity <00:14:07.500>cliff <00:14:07.600>that <00:14:07.700>you <00:14:07.800>know <00:14:07.900>we

223
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<00:14:10.960>all <00:14:11.047>have <00:14:11.135>read <00:14:11.222>about. <00:14:11.310>And <00:14:11.397>at <00:14:11.485>that <00:14:11.572>point, <00:14:11.660>you <00:14:11.747>know, <00:14:11.835>if <00:14:11.922>it's <00:14:12.010>able <00:14:12.097>to <00:14:12.185>give <00:14:12.272>you, <00:14:12.360>uh,

224
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<00:14:14.840>you <00:14:14.980>know, <00:14:15.120>kind <00:14:15.260>of <00:14:15.400>a <00:14:15.540>somewhat <00:14:15.680>accurate <00:14:15.820>answer <00:14:15.960>but <00:14:16.100>not <00:14:16.240>complete,

225
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<00:14:18.150>then <00:14:18.257>you <00:14:18.365>can <00:14:18.473>continue <00:14:18.580>to <00:14:18.688>obviously <00:14:18.796>do <00:14:18.903>what <00:14:19.011>you've <00:14:19.119>done <00:14:19.226>on <00:14:19.334>Stack <00:14:19.442>O <00:14:19.550>Flow.

226
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<00:14:20.620>You <00:14:20.736>can <00:14:20.853>ask <00:14:20.970>your <00:14:21.086>fellow <00:14:21.203>community <00:14:21.320>members <00:14:21.436>and <00:14:21.553>this <00:14:21.670>process <00:14:21.786>allows <00:14:21.903>you <00:14:22.020>to

227
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<00:14:25.220>really <00:14:25.500>very <00:14:25.780>quickly <00:14:26.060>draft <00:14:26.340>a <00:14:26.620>question.

228
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<00:14:27.400>It's <00:14:27.600>gonna <00:14:27.800>automatically <00:14:28.000>create <00:14:28.199>a <00:14:28.400>question <00:14:28.600>for <00:14:28.800>you,

229
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<00:14:29.620>prompt <00:14:29.707>it <00:14:29.795>so <00:14:29.882>you're <00:14:29.970>able <00:14:30.057>to <00:14:30.145>sort <00:14:30.232>of <00:14:30.320>get <00:14:30.407>past <00:14:30.495>all <00:14:30.582>the <00:14:30.670>friction <00:14:30.757>and <00:14:30.845>you're <00:14:30.932>able <00:14:31.020>to

230
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<00:14:33.400>post <00:14:33.670>it <00:14:33.940>into <00:14:34.210>the <00:14:34.480>community.

231
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<00:14:35.200>So <00:14:35.293>all <00:14:35.386>of <00:14:35.480>this <00:14:35.573>that <00:14:35.666>I <00:14:35.760>just <00:14:35.853>talked <00:14:35.946>about <00:14:36.040>is <00:14:36.133>gonna <00:14:36.226>be <00:14:36.320>available <00:14:36.413>in <00:14:36.506>Alpha <00:14:36.600>and

232
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<00:14:39.100>Limited <00:14:39.227>Alpha <00:14:39.354>here <00:14:39.481>in <00:14:39.609>August. <00:14:39.736>Super <00:14:39.863>excited <00:14:39.990>for <00:14:40.118>you <00:14:40.245>to <00:14:40.372>try <00:14:40.500>it.

233
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<00:14:43.680>And <00:14:43.796>uh, <00:14:43.913>also <00:14:44.030>the <00:14:44.146>conversational <00:14:44.263>the <00:14:44.380>chat <00:14:44.496>capability <00:14:44.613>I <00:14:44.729>explained <00:14:44.846>is, <00:14:44.963>is, <00:14:45.079>uh,

234
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<00:14:48.340>is <00:14:48.550>coming <00:14:48.760>soon <00:14:48.970>as <00:14:49.180>a <00:14:49.390>fast <00:14:49.600>follow.

235
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<00:14:50.040>We <00:14:50.140>wanna <00:14:50.240>make <00:14:50.339>sure <00:14:50.439>it <00:14:50.540>was <00:14:50.640>as <00:14:50.740>high <00:14:50.839>quality <00:14:50.939>as <00:14:51.040>you <00:14:51.140>expect <00:14:51.240>from <00:14:51.339>Stack <00:14:51.439>Overflow.

236
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<00:14:54.590>That's <00:14:54.940>number <00:14:55.290>one. <00:14:55.640>Number <00:14:55.990>two,

237
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<00:14:59.570>making <00:14:59.803>sure <00:15:00.036>that <00:15:00.270>you're <00:15:00.503>not <00:15:00.736>contact <00:15:00.970>switching.

238
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<00:15:02.030>A <00:15:02.146>lot <00:15:02.263>of <00:15:02.380>us <00:15:02.496>who <00:15:02.613>are <00:15:02.730>developers <00:15:02.846>spend <00:15:02.963>time <00:15:03.079>in <00:15:03.196>our <00:15:03.313>integrated <00:15:03.430>development

239
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environment.

240
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<00:15:06.610>So <00:15:06.737>we <00:15:06.864>will <00:15:06.991>be <00:15:07.119>bringing <00:15:07.246>Stack <00:15:07.373>Overflow <00:15:07.500>into <00:15:07.628>your <00:15:07.755>I <00:15:07.882>D <00:15:08.010>E.

241
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<00:15:11.760>So <00:15:11.867>for <00:15:11.975>the <00:15:12.083>first <00:15:12.190>time <00:15:12.298>ever <00:15:12.406>and <00:15:12.513>we're <00:15:12.621>focusing <00:15:12.729>on <00:15:12.836>Visual <00:15:12.944>Studio <00:15:13.052>Code <00:15:13.160>because

242
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<00:15:15.490>it's, <00:15:15.590>I <00:15:15.690>think <00:15:15.790>70% <00:15:15.890>of <00:15:15.990>you <00:15:16.090>said <00:15:16.190>that <00:15:16.290>that's <00:15:16.390>your, <00:15:16.490>that <00:15:16.590>was <00:15:16.690>your <00:15:16.790>favorite <00:15:16.890>Id.

243
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<00:15:18.660>We'll <00:15:18.911>consider <00:15:19.164>other <00:15:19.415>ones <00:15:19.668>over <00:15:19.920>time.

244
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<00:15:20.680>And <00:15:20.780>the <00:15:20.880>idea <00:15:20.979>here <00:15:21.079>is <00:15:21.180>as <00:15:21.280>you <00:15:21.380>have <00:15:21.479>this <00:15:21.579>should <00:15:21.680>be <00:15:21.780>very <00:15:21.880>familiar <00:15:21.979>to <00:15:22.079>you,

245
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<00:15:25.200>you <00:15:25.316>should <00:15:25.433>be <00:15:25.550>able <00:15:25.666>to <00:15:25.783>go <00:15:25.900>into <00:15:26.016>your <00:15:26.133>Visual <00:15:26.250>Studio <00:15:26.366>code <00:15:26.483>and <00:15:26.600>have

246
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<00:15:30.410>effectively <00:15:30.550>the <00:15:30.689>ability <00:15:30.829>to <00:15:30.969>ask <00:15:31.110>questions <00:15:31.250>and <00:15:31.390>again, <00:15:31.530>in <00:15:31.670>natural <00:15:31.810>language.

247
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<00:15:34.480>In <00:15:34.580>this <00:15:34.680>case, <00:15:34.780>let's <00:15:34.880>start <00:15:34.980>with <00:15:35.080>a <00:15:35.180>simple <00:15:35.280>question. <00:15:35.380>It's <00:15:35.480>your <00:15:35.580>first <00:15:35.680>day <00:15:35.780>at <00:15:35.880>work.

248
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<00:15:38.080>You, <00:15:38.207>you <00:15:38.334>just <00:15:38.461>wanna <00:15:38.589>know <00:15:38.716>the <00:15:38.843>basics. <00:15:38.970>Uh, <00:15:39.098>and <00:15:39.225>then <00:15:39.352>you <00:15:39.480>effectively,

249
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<00:15:42.010>the <00:15:42.126>AI <00:15:42.243>goes <00:15:42.360>out <00:15:42.476>to <00:15:42.593>stack <00:15:42.710>all <00:15:42.826>flow <00:15:42.943>for <00:15:43.060>teams. <00:15:43.176>In <00:15:43.293>this <00:15:43.410>example,

250
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<00:15:46.250>within <00:15:46.483>your <00:15:46.716>company <00:15:46.950>searches <00:15:47.183>for <00:15:47.416>the <00:15:47.650>answer,

251
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<00:15:49.010>you <00:15:49.290>get <00:15:49.569>a <00:15:49.850>summarized <00:15:50.130>answer <00:15:50.410>immediately,

252
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<00:15:53.080>and <00:15:53.360>also <00:15:53.640>it <00:15:53.920>tags <00:15:54.200>the <00:15:54.480>specific,

253
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<00:15:56.750>in <00:15:56.843>this <00:15:56.936>case <00:15:57.030>article <00:15:57.123>in <00:15:57.216>stack <00:15:57.310>overflow <00:15:57.403>of <00:15:57.496>teams <00:15:57.590>as <00:15:57.683>the <00:15:57.776>source <00:15:57.870>of <00:15:57.963>some <00:15:58.056>of <00:15:58.150>that,

254
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<00:16:00.940>where <00:16:01.067>that <00:16:01.194>came <00:16:01.321>from. <00:16:01.449>You <00:16:01.576>can <00:16:01.703>also <00:16:01.830>do <00:16:01.958>the <00:16:02.085>same <00:16:02.212>thing <00:16:02.340>with,

255
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<00:16:06.160>uh, <00:16:06.267>public <00:16:06.375>stack <00:16:06.483>overflow <00:16:06.590>where <00:16:06.698>you <00:16:06.806>can <00:16:06.913>ask <00:16:07.021>a <00:16:07.129>similar <00:16:07.236>question <00:16:07.344>and <00:16:07.452>it <00:16:07.560>basically

256
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<00:16:10.740>returns <00:16:10.880>from <00:16:11.020>the <00:16:11.160>58 <00:16:11.300>million <00:16:11.440>questions <00:16:11.580>and <00:16:11.720>answers <00:16:11.860>references <00:16:12.000>from, <00:16:12.140>uh,

257
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<00:16:15.970>our <00:16:16.086>public <00:16:16.203>data <00:16:16.320>set. <00:16:16.436>And <00:16:16.553>that <00:16:16.670>allows <00:16:16.786>you <00:16:16.903>to <00:16:17.020>sort <00:16:17.136>of <00:16:17.253>really, <00:16:17.370>again,

258
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<00:16:19.030>feel <00:16:19.230>confident <00:16:19.430>about <00:16:19.630>the <00:16:19.829>answer <00:16:20.030>that's <00:16:20.230>coming <00:16:20.430>through.

259
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<00:16:21.830>So <00:16:21.912>this <00:16:21.994>we <00:16:22.077>believe <00:16:22.159>is <00:16:22.241>a <00:16:22.324>very <00:16:22.406>powerful <00:16:22.488>tool <00:16:22.571>for <00:16:22.653>you <00:16:22.735>to <00:16:22.818>be <00:16:22.900>able <00:16:22.982>to <00:16:23.065>keep <00:16:23.147>doing <00:16:23.230>your

260
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<00:16:26.290>work. <00:16:26.490>And <00:16:26.689>of <00:16:26.890>course <00:16:27.089>there's <00:16:27.290>feedback <00:16:27.490>as <00:16:27.689>usual,

261
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<00:16:28.810>generative <00:16:28.949>AI <00:16:29.089>models <00:16:29.229>need <00:16:29.369>that <00:16:29.510>feedback <00:16:29.650>to <00:16:29.790>keep <00:16:29.930>training <00:16:30.069>and <00:16:30.209>improving.

262
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<00:16:32.630>And <00:16:32.785>ultimately, <00:16:32.941>you <00:16:33.096>know, <00:16:33.252>you <00:16:33.407>can <00:16:33.563>also <00:16:33.718>provide, <00:16:33.874>you <00:16:34.030>know,

263
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<00:16:35.570>very <00:16:35.686>specific <00:16:35.803>kinds <00:16:35.920>of <00:16:36.036>feedback <00:16:36.153>to <00:16:36.270>that <00:16:36.386>allows <00:16:36.503>you <00:16:36.620>to <00:16:36.736>sort <00:16:36.853>of <00:16:36.970>train.

264
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<00:16:38.470>One <00:16:38.563>of <00:16:38.656>the <00:16:38.750>capability <00:16:38.843>to <00:16:38.936>show <00:16:39.030>you <00:16:39.123>here <00:16:39.216>is <00:16:39.310>you <00:16:39.403>may <00:16:39.496>sometimes <00:16:39.590>need <00:16:39.683>a <00:16:39.776>little <00:16:39.870>bit

265
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<00:16:43.410>more <00:16:43.968>context,

266
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<00:16:44.030>but <00:16:44.146>it's <00:16:44.263>actually <00:16:44.380>not <00:16:44.496>worthwhile <00:16:44.613>asking <00:16:44.730>your <00:16:44.846>fellow <00:16:44.963>teammates <00:16:45.079>at <00:16:45.196>your <00:16:45.313>company <00:16:45.430>or

267
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<00:16:48.650>asking <00:16:48.883>the <00:16:49.116>community <00:16:49.350>in <00:16:49.583>the <00:16:49.816>public <00:16:50.050>sense.

268
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<00:16:51.030>And <00:16:51.184>let's <00:16:51.338>say <00:16:51.492>that <00:16:51.646>you <00:16:51.800>had <00:16:51.954>a <00:16:52.108>piece <00:16:52.262>of <00:16:52.416>code,

269
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<00:16:52.590>you <00:16:52.683>wanted <00:16:52.776>to <00:16:52.870>really <00:16:52.963>get <00:16:53.056>an <00:16:53.150>explanation <00:16:53.243>for <00:16:53.336>the <00:16:53.430>code <00:16:53.523>and <00:16:53.616>you're <00:16:53.710>able <00:16:53.803>to <00:16:53.896>then <00:16:53.990>do

270
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<00:16:57.060>that <00:16:57.420>through <00:16:57.780>this <00:16:58.140>mechanism.

271
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<00:16:58.440>Now <00:16:58.527>you'll <00:16:58.615>get <00:16:58.702>back <00:16:58.790>sort <00:16:58.877>of <00:16:58.965>a <00:16:59.052>short <00:16:59.140>summary <00:16:59.227>of <00:16:59.315>what <00:16:59.402>you <00:16:59.490>were <00:16:59.577>trying <00:16:59.665>to <00:16:59.752>find <00:16:59.840>out

272
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<00:17:04.079>or <00:17:04.313>find <00:17:04.546>a, <00:17:04.780>get <00:17:05.013>an <00:17:05.246>explanation <00:17:05.480>for.

273
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<00:17:06.240>And <00:17:06.440>you're <00:17:06.640>also <00:17:06.839>gonna <00:17:07.040>get <00:17:07.240>references <00:17:07.440>from, <00:17:07.640>again,

274
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<00:17:09.760>our <00:17:09.867>data <00:17:09.975>set <00:17:10.083>on <00:17:10.190>where <00:17:10.298>these, <00:17:10.406>where <00:17:10.513>this <00:17:10.621>explanation <00:17:10.729>really <00:17:10.836>was <00:17:10.944>rooted <00:17:11.052>in, <00:17:11.160>right?

275
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<00:17:14.839>So <00:17:14.980>this <00:17:15.119>is <00:17:15.260>a <00:17:15.399>really, <00:17:15.540>really <00:17:15.679>powerful <00:17:15.819>way <00:17:15.959>for <00:17:16.099>you, <00:17:16.240>again,

276
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<00:17:17.660>for <00:17:17.888>you <00:17:18.116>to <00:17:18.344>trust <00:17:18.572>and <00:17:18.800>attribute, <00:17:19.028>uh,

277
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<00:17:19.180>answers <00:17:19.307>from <00:17:19.434>the <00:17:19.561>public <00:17:19.689>community <00:17:19.816>and <00:17:19.943>within <00:17:20.070>Sac <00:17:20.198>Wolf <00:17:20.325>of <00:17:20.452>a <00:17:20.580>Teams.

278
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<00:17:22.980>And <00:17:23.120>if <00:17:23.260>you <00:17:23.400>think <00:17:23.540>by <00:17:23.680>the <00:17:23.819>way <00:17:23.960>that <00:17:24.099>this <00:17:24.240>was <00:17:24.380>helpful,

279
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<00:17:25.660>you <00:17:25.753>can <00:17:25.846>create <00:17:25.940>a <00:17:26.033>q <00:17:26.126>and <00:17:26.220>a <00:17:26.313>or <00:17:26.406>you <00:17:26.500>can <00:17:26.593>create <00:17:26.686>an <00:17:26.780>article <00:17:26.873>in <00:17:26.966>this <00:17:27.060>case

280
00:17:30.710 --> 00:17:35.680
<00:17:30.710>it's <00:17:30.817>gonna <00:17:30.925>suggest <00:17:31.033>tags <00:17:31.140>automatically <00:17:31.248>and <00:17:31.356>you <00:17:31.463>can <00:17:31.571>post <00:17:31.679>it <00:17:31.786>into <00:17:31.894>stack <00:17:32.002>off <00:17:32.110>of

281
00:17:35.680 --> 00:17:39.910
<00:17:35.680>teams <00:17:35.820>or <00:17:35.960>public <00:17:36.100>stack <00:17:36.240>overflow. <00:17:36.380>So <00:17:36.520>that's <00:17:36.660>a <00:17:36.800>really, <00:17:36.940>really <00:17:37.080>powerful,

282
00:17:40.090 --> 00:17:43.190
<00:17:40.090>in <00:17:40.245>our <00:17:40.401>minds <00:17:40.556>a <00:17:40.712>powerful <00:17:40.867>way <00:17:41.023>to <00:17:41.178>complete <00:17:41.334>the <00:17:41.490>workflow.

283
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<00:17:44.010>And <00:17:44.126>all <00:17:44.243>of <00:17:44.360>this <00:17:44.476>is <00:17:44.593>also <00:17:44.710>launching <00:17:44.826>in <00:17:44.943>Alpha <00:17:45.060>in <00:17:45.176>August, <00:17:45.293>and <00:17:45.410>again,

284
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<00:17:49.040>we'd <00:17:49.202>love <00:17:49.364>for <00:17:49.525>you <00:17:49.687>to <00:17:49.850>try <00:17:50.012>it.

285
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<00:17:59.680>Alright, <00:17:59.796>onto <00:17:59.913>number <00:18:00.030>three. <00:18:00.146>So <00:18:00.263>speaking <00:18:00.380>of <00:18:00.496>ke <00:18:00.613>keeping <00:18:00.730>you <00:18:00.846>in <00:18:00.963>your <00:18:01.080>context,

286
00:18:04.350 --> 00:18:07.930
<00:18:04.350>we <00:18:04.437>wanna <00:18:04.524>make <00:18:04.612>sure <00:18:04.699>that <00:18:04.787>we <00:18:04.875>know <00:18:04.962>that <00:18:05.050>you <00:18:05.137>spend <00:18:05.225>a <00:18:05.312>lot <00:18:05.399>of <00:18:05.487>time <00:18:05.574>on <00:18:05.662>Slack <00:18:05.750>or

287
00:18:08.290 --> 00:18:13.090
<00:18:08.290>Microsoft <00:18:08.417>teams. <00:18:08.544>In <00:18:08.671>this <00:18:08.799>case <00:18:08.926>we <00:18:09.053>are <00:18:09.180>bringing <00:18:09.308>overflow <00:18:09.435>AI <00:18:09.562>into <00:18:09.690>Slack.

288
00:18:13.440 --> 00:18:16.690
<00:18:13.440>What <00:18:13.567>does <00:18:13.694>that <00:18:13.821>mean? <00:18:13.949>It <00:18:14.076>means, <00:18:14.203>again, <00:18:14.330>we <00:18:14.458>are <00:18:14.585>let <00:18:14.712>you <00:18:14.840>know,

289
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<00:18:16.690>you <00:18:16.970>are <00:18:17.250>bringing <00:18:17.530>natural <00:18:17.810>language <00:18:18.090>capabilities,

290
00:18:18.570 --> 00:18:21.650
<00:18:18.570>you're <00:18:18.745>bringing <00:18:18.919>generative <00:18:19.095>AI <00:18:19.270>capabilities <00:18:19.445>into <00:18:19.620>your <00:18:19.794>Slack <00:18:19.970>integration.

291
00:18:22.220 --> 00:18:25.010
<00:18:22.220>Let's <00:18:22.375>say <00:18:22.531>in <00:18:22.686>this <00:18:22.842>example <00:18:22.997>you <00:18:23.153>are, <00:18:23.308>you're, <00:18:23.464>you <00:18:23.620>know,

292
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<00:18:25.010>part <00:18:25.110>of <00:18:25.210>a <00:18:25.310>new <00:18:25.410>cloud <00:18:25.510>team <00:18:25.610>and <00:18:25.710>you're <00:18:25.810>just <00:18:25.910>trying <00:18:26.010>to <00:18:26.110>get <00:18:26.210>up <00:18:26.310>to <00:18:26.410>speed.

293
00:18:27.870 --> 00:18:30.770
<00:18:27.870>You <00:18:27.997>open <00:18:28.124>up <00:18:28.251>Slack, <00:18:28.379>you <00:18:28.506>ask <00:18:28.633>some <00:18:28.760>foundational <00:18:28.888>question <00:18:29.015>about, <00:18:29.142>you <00:18:29.270>know,

294
00:18:30.770 --> 00:18:33.010
<00:18:30.770>Google <00:18:31.003>Cloud <00:18:31.236>Technologies, <00:18:31.470>one <00:18:31.703>of <00:18:31.936>our <00:18:32.170>partners,

295
00:18:33.850 --> 00:18:38.230
<00:18:33.850>and <00:18:33.966>you're <00:18:34.083>able <00:18:34.199>to <00:18:34.316>make <00:18:34.433>sure <00:18:34.550>that <00:18:34.666>the <00:18:34.783>AI <00:18:34.899>goes <00:18:35.016>out <00:18:35.133>and <00:18:35.250>searches

296
00:18:38.930 --> 00:18:41.830
<00:18:38.930>for <00:18:39.046>all <00:18:39.163>the <00:18:39.280>right <00:18:39.396>content <00:18:39.513>out <00:18:39.630>on <00:18:39.746>the <00:18:39.863>internet, <00:18:39.980>the <00:18:40.096>public <00:18:40.213>stack <00:18:40.330>overflow.

297
00:18:42.330 --> 00:18:44.550
<00:18:42.330>And <00:18:42.470>then <00:18:42.610>you <00:18:42.750>want <00:18:42.889>to <00:18:43.030>learn <00:18:43.169>a <00:18:43.310>little <00:18:43.449>bit <00:18:43.590>more <00:18:43.730>Kubernetes,

298
00:18:44.550 --> 00:18:49.070
<00:18:44.550>very <00:18:44.666>basic <00:18:44.783>set <00:18:44.899>of <00:18:45.016>questions <00:18:45.133>here <00:18:45.250>just <00:18:45.366>to, <00:18:45.483>for <00:18:45.600>simplicity's <00:18:45.716>sake. <00:18:45.833>And <00:18:45.950>then,

299
00:18:49.250 --> 00:18:49.610
<00:18:49.250>you <00:18:49.573>know,

300
00:18:49.610 --> 00:18:53.310
<00:18:49.610>you <00:18:49.709>ask <00:18:49.810>it <00:18:49.909>for <00:18:50.010>more <00:18:50.110>information <00:18:50.209>and <00:18:50.310>it's <00:18:50.409>able <00:18:50.510>to <00:18:50.610>give <00:18:50.709>you <00:18:50.810>a <00:18:50.909>further <00:18:51.010>explanation

301
00:18:53.770 --> 00:18:58.300
<00:18:53.770>on, <00:18:53.910>on <00:18:54.050>that <00:18:54.190>topic. <00:18:54.330>And <00:18:54.470>again, <00:18:54.610>there's <00:18:54.750>the <00:18:54.889>element <00:18:55.030>of <00:18:55.170>feedback,

302
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<00:18:58.480>et <00:18:58.607>cetera <00:18:58.734>here <00:18:58.861>as <00:18:58.989>we <00:18:59.116>talked <00:18:59.243>about. <00:18:59.370>You <00:18:59.498>can <00:18:59.625>also <00:18:59.752>hear, <00:18:59.880>uh,

303
00:19:02.760 --> 00:19:06.580
<00:19:02.760>get <00:19:02.900>questions <00:19:03.040>from <00:19:03.180>within <00:19:03.320>Stack <00:19:03.460>Overflow <00:19:03.600>for <00:19:03.740>teams <00:19:03.879>within <00:19:04.020>your <00:19:04.160>organization.

304
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<00:19:06.640>And <00:19:07.053>again,

305
00:19:07.100 --> 00:19:11.700
<00:19:07.100>you <00:19:07.207>can <00:19:07.315>see <00:19:07.423>it's <00:19:07.530>gonna <00:19:07.638>cite <00:19:07.746>the <00:19:07.853>questions <00:19:07.961>and <00:19:08.069>answers <00:19:08.176>or <00:19:08.284>articles <00:19:08.392>within <00:19:08.500>Stack

306
00:19:11.700 --> 00:19:15.900
<00:19:11.700>Overflow <00:19:11.800>that <00:19:11.900>were <00:19:12.000>part <00:19:12.100>of <00:19:12.200>why <00:19:12.300>this <00:19:12.400>answer <00:19:12.500>was <00:19:12.600>generated <00:19:12.700>in <00:19:12.800>the <00:19:12.900>flow <00:19:13.000>of <00:19:13.100>your

307
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<00:19:15.900>work. <00:19:16.180>So <00:19:16.460>all <00:19:16.740>of <00:19:17.020>this <00:19:17.300>again,

308
00:19:18.400 --> 00:19:23.060
<00:19:18.400>is <00:19:18.507>going <00:19:18.615>to <00:19:18.723>be <00:19:18.830>available <00:19:18.938>in <00:19:19.046>limited <00:19:19.153>alpha <00:19:19.261>in <00:19:19.369>the <00:19:19.476>month <00:19:19.584>of <00:19:19.692>August <00:19:19.800>and,

309
00:19:23.200 --> 00:19:27.800
<00:19:23.200>uh, <00:19:23.355>we'd <00:19:23.511>love <00:19:23.666>again <00:19:23.822>for <00:19:23.977>you <00:19:24.133>to <00:19:24.288>try <00:19:24.444>it <00:19:24.600>next,

310
00:19:28.220 --> 00:19:31.800
<00:19:28.220>moving <00:19:28.395>to <00:19:28.570>a <00:19:28.745>couple <00:19:28.920>more <00:19:29.095>enterprise <00:19:29.270>centric <00:19:29.445>use <00:19:29.620>cases.

311
00:19:32.810 --> 00:19:36.590
<00:19:32.810>So <00:19:32.950>when <00:19:33.090>people <00:19:33.230>get <00:19:33.370>started <00:19:33.510>at, <00:19:33.649>with <00:19:33.790>Stack <00:19:33.929>Overflow <00:19:34.070>within <00:19:34.210>companies,

312
00:19:36.820 --> 00:19:39.910
<00:19:36.820>they <00:19:36.995>want <00:19:37.169>to <00:19:37.345>kickstart <00:19:37.520>the <00:19:37.695>community <00:19:37.870>within <00:19:38.044>their <00:19:38.220>organization,

313
00:19:39.910 --> 00:19:41.790
<00:19:39.910>the <00:19:40.376>knowledge <00:19:40.843>creation <00:19:41.310>process.

314
00:19:42.170 --> 00:19:46.630
<00:19:42.170>And <00:19:42.286>there's <00:19:42.403>typically <00:19:42.520>sometimes <00:19:42.636>a <00:19:42.753>cold <00:19:42.870>start <00:19:42.986>problem <00:19:43.103>in <00:19:43.220>that <00:19:43.336>scenario <00:19:43.453>where <00:19:43.570>you

315
00:19:46.630 --> 00:19:49.390
<00:19:46.630>need <00:19:46.746>people <00:19:46.863>to <00:19:46.980>sort <00:19:47.096>of <00:19:47.213>come <00:19:47.330>around <00:19:47.446>and <00:19:47.563>effectively <00:19:47.680>start <00:19:47.796>get <00:19:47.913>it <00:19:48.030>going.

316
00:19:49.730 --> 00:19:53.670
<00:19:49.730>But <00:19:49.830>we <00:19:49.930>wanted <00:19:50.030>to <00:19:50.130>accelerate <00:19:50.230>all <00:19:50.330>that <00:19:50.430>and <00:19:50.530>really <00:19:50.630>have <00:19:50.730>a <00:19:50.830>steroid <00:19:50.930>shot <00:19:51.030>in <00:19:51.130>the

317
00:19:53.670 --> 00:19:56.030
<00:19:53.670>system, <00:19:53.870>so <00:19:54.070>to <00:19:54.270>speak. <00:19:54.470>And <00:19:54.670>in <00:19:54.870>this <00:19:55.070>case,

318
00:19:56.320 --> 00:20:00.550
<00:19:56.320>let's <00:19:56.419>say <00:19:56.520>that <00:19:56.620>you're <00:19:56.720>creating <00:19:56.820>a <00:19:56.919>brand <00:19:57.020>new <00:19:57.120>stack <00:19:57.220>of <00:19:57.320>flow <00:19:57.419>instance <00:19:57.520>and <00:19:57.620>you <00:19:57.720>wanna

319
00:20:00.550 --> 00:20:04.670
<00:20:00.550>make <00:20:00.657>sure <00:20:00.765>that <00:20:00.873>rather <00:20:00.980>than <00:20:01.088>having <00:20:01.196>people <00:20:01.303>manually <00:20:01.411>start <00:20:01.519>and <00:20:01.626>seed <00:20:01.734>this <00:20:01.842>content <00:20:01.950>or

320
00:20:04.670 --> 00:20:06.830
<00:20:04.670>seed <00:20:04.903>the <00:20:05.136>knowledge <00:20:05.370>base <00:20:05.603>with <00:20:05.836>information <00:20:06.070>manually,

321
00:20:07.170 --> 00:20:08.910
<00:20:07.170>you <00:20:07.345>just <00:20:07.520>wanted <00:20:07.695>to <00:20:07.870>get <00:20:08.045>going <00:20:08.220>very, <00:20:08.395>very <00:20:08.570>quickly.

322
00:20:09.450 --> 00:20:11.950
<00:20:09.450>So <00:20:09.625>you <00:20:09.800>click <00:20:09.975>on <00:20:10.150>this <00:20:10.325>button <00:20:10.500>to <00:20:10.675>import <00:20:10.850>content,

323
00:20:12.330 --> 00:20:16.430
<00:20:12.330>you're <00:20:12.457>able <00:20:12.584>to <00:20:12.711>look <00:20:12.839>at <00:20:12.966>existing <00:20:13.093>document <00:20:13.220>repositories <00:20:13.348>within <00:20:13.475>your <00:20:13.602>company <00:20:13.730>like

324
00:20:16.430 --> 00:20:19.910
<00:20:16.430>Confluence <00:20:16.605>or <00:20:16.780>GitHub <00:20:16.955>or <00:20:17.130>Google <00:20:17.305>Drive <00:20:17.480>or <00:20:17.655>ServiceNow, <00:20:17.830>uh,

325
00:20:19.910 --> 00:20:24.470
<00:20:19.910>and <00:20:20.010>we've <00:20:20.110>gotten <00:20:20.210>a <00:20:20.310>lot <00:20:20.410>of <00:20:20.510>other <00:20:20.610>requests <00:20:20.710>from <00:20:20.810>our <00:20:20.910>early <00:20:21.010>customers <00:20:21.110>and <00:20:21.210>users <00:20:21.310>and

326
00:20:25.050 --> 00:20:27.230
<00:20:25.050>all <00:20:25.283>those <00:20:25.516>folks <00:20:25.750>will, <00:20:25.983>all <00:20:26.216>these <00:20:26.450>uh,

327
00:20:27.230 --> 00:20:32.030
<00:20:27.230>sources <00:20:27.405>will <00:20:27.580>then <00:20:27.755>generate <00:20:27.930>automatically <00:20:28.105>a <00:20:28.280>q <00:20:28.455>and <00:20:28.630>a

328
00:20:32.060 --> 00:20:33.430
<00:20:32.060>pair. <00:20:32.265>This <00:20:32.471>is <00:20:32.676>not, <00:20:32.882>by <00:20:33.087>the <00:20:33.293>way,

329
00:20:33.450 --> 00:20:35.470
<00:20:33.450>not <00:20:33.605>just <00:20:33.761>importing <00:20:33.916>all <00:20:34.072>the <00:20:34.227>documents <00:20:34.383>from <00:20:34.538>those <00:20:34.694>other <00:20:34.850>places.

330
00:20:35.500 --> 00:20:39.710
<00:20:35.500>It's <00:20:35.607>literally <00:20:35.715>creating <00:20:35.823>q <00:20:35.930>and <00:20:36.038>a <00:20:36.146>or <00:20:36.253>articles <00:20:36.361>based <00:20:36.469>on <00:20:36.576>the <00:20:36.684>guidelines <00:20:36.792>that <00:20:36.900>we've

331
00:20:39.710 --> 00:20:41.070
<00:20:39.710>set <00:20:40.016>out <00:20:40.322>at <00:20:40.628>Stack <00:20:40.934>Overflow.

332
00:20:41.420 --> 00:20:45.830
<00:20:41.420>It's <00:20:41.536>automatically <00:20:41.653>going <00:20:41.770>to <00:20:41.886>generate <00:20:42.003>tags <00:20:42.120>and <00:20:42.236>tagging <00:20:42.353>structure <00:20:42.470>and <00:20:42.586>all <00:20:42.703>of <00:20:42.820>you

333
00:20:45.830 --> 00:20:45.950
know,

334
00:20:45.950 --> 00:20:50.640
<00:20:45.950>sometimes <00:20:46.057>how <00:20:46.165>complicated <00:20:46.273>that <00:20:46.380>can <00:20:46.488>be <00:20:46.596>and <00:20:46.703>really <00:20:46.811>sort <00:20:46.919>of <00:20:47.026>gets <00:20:47.134>you <00:20:47.242>going <00:20:47.350>very,

335
00:20:50.640 --> 00:20:51.370
<00:20:50.640>very <00:20:51.297>quickly.

336
00:20:51.370 --> 00:20:56.200
<00:20:51.370>These <00:20:51.510>tag <00:20:51.649>structures <00:20:51.790>can <00:20:51.929>be <00:20:52.070>effectively <00:20:52.209>these <00:20:52.350>clusters <00:20:52.489>that <00:20:52.629>you <00:20:52.770>can

337
00:20:56.200 --> 00:20:59.400
<00:20:56.200>effectively <00:20:56.355>configure <00:20:56.511>what <00:20:56.666>falls <00:20:56.822>under <00:20:56.977>each <00:20:57.133>of <00:20:57.288>these <00:20:57.444>tag <00:20:57.600>clusters.

338
00:20:59.780 --> 00:21:00.680
<00:20:59.780>You <00:21:00.050>can <00:21:00.320>customize <00:21:00.590>them,

339
00:21:00.680 --> 00:21:04.190
<00:21:00.680>you <00:21:00.796>can <00:21:00.913>save <00:21:01.030>this <00:21:01.146>information <00:21:01.263>and <00:21:01.380>you <00:21:01.496>can <00:21:01.613>mix <00:21:01.730>and <00:21:01.846>match <00:21:01.963>depending <00:21:02.080>on,

340
00:21:04.410 --> 00:21:06.190
<00:21:04.410>and <00:21:04.550>you <00:21:04.690>can, <00:21:04.830>you <00:21:04.970>don't <00:21:05.110>have <00:21:05.250>to <00:21:05.390>do <00:21:05.530>it <00:21:05.670>all <00:21:05.810>upfront.

341
00:21:06.250 --> 00:21:09.430
<00:21:06.250>You <00:21:06.337>can <00:21:06.425>save <00:21:06.512>all <00:21:06.600>this <00:21:06.687>in <00:21:06.775>your <00:21:06.862>content <00:21:06.950>health <00:21:07.037>area <00:21:07.125>and <00:21:07.212>come <00:21:07.300>back <00:21:07.387>and <00:21:07.475>do <00:21:07.562>it <00:21:07.650>later.

342
00:21:10.530 --> 00:21:15.030
<00:21:10.530>And <00:21:10.646>then <00:21:10.763>it <00:21:10.879>sort <00:21:10.996>of <00:21:11.113>creates <00:21:11.230>this <00:21:11.346>nice <00:21:11.463>curated <00:21:11.580>recommended <00:21:11.696>questions <00:21:11.813>and <00:21:11.930>answers

343
00:21:15.690 --> 00:21:18.950
<00:21:15.690>and <00:21:15.790>you <00:21:15.890>can <00:21:15.990>effectively <00:21:16.090>select <00:21:16.190>which <00:21:16.290>ones <00:21:16.390>of <00:21:16.490>these <00:21:16.590>you <00:21:16.690>want <00:21:16.790>to <00:21:16.890>pick <00:21:16.990>to <00:21:17.090>be

344
00:21:19.070 --> 00:21:19.810
ingested.

345
00:21:19.810 --> 00:21:23.630
<00:21:19.810>And <00:21:19.917>this <00:21:20.025>prevents <00:21:20.133>things <00:21:20.240>like <00:21:20.348>garbage <00:21:20.456>in <00:21:20.563>and <00:21:20.671>garbage <00:21:20.779>out <00:21:20.886>because <00:21:20.994>you <00:21:21.102>can <00:21:21.210>also,

346
00:21:24.650 --> 00:21:28.550
<00:21:24.650>uh, <00:21:24.777>really <00:21:24.904>fine <00:21:25.031>tune <00:21:25.159>what <00:21:25.286>information <00:21:25.413>actually <00:21:25.540>gets <00:21:25.668>ingested <00:21:25.795>from <00:21:25.922>those <00:21:26.050>other

347
00:21:28.550 --> 00:21:29.910
<00:21:28.550>sources. <00:21:28.754>You <00:21:28.958>can <00:21:29.162>say, <00:21:29.366>you <00:21:29.570>know <00:21:29.774>what,

348
00:21:30.150 --> 00:21:34.030
<00:21:30.150>I <00:21:30.243>only <00:21:30.336>want <00:21:30.430>only <00:21:30.523>want <00:21:30.616>the <00:21:30.710>ones <00:21:30.803>from <00:21:30.896>the <00:21:30.990>past <00:21:31.083>three <00:21:31.176>months <00:21:31.270>out <00:21:31.363>of <00:21:31.456>the <00:21:31.550>500

349
00:21:34.310 --> 00:21:36.150
<00:21:34.310>documents <00:21:34.485>that <00:21:34.659>I <00:21:34.835>just <00:21:35.010>pointed <00:21:35.185>you <00:21:35.360>to <00:21:35.534>and <00:21:35.710>Confluence,

350
00:21:36.610 --> 00:21:41.430
<00:21:36.610>or <00:21:36.692>I <00:21:36.774>only <00:21:36.857>want <00:21:36.939>the <00:21:37.021>ones <00:21:37.104>that <00:21:37.186>were <00:21:37.268>rated <00:21:37.351>the <00:21:37.433>highest <00:21:37.515>and <00:21:37.598>I <00:21:37.680>do <00:21:37.762>not <00:21:37.845>want <00:21:37.927>sort <00:21:38.010>of,

351
00:21:41.430 --> 00:21:42.470
<00:21:41.430>you <00:21:41.664>know, <00:21:41.898>lowly <00:21:42.132>rated <00:21:42.366>content.

352
00:21:42.890 --> 00:21:46.710
<00:21:42.890>So <00:21:42.997>you <00:21:43.105>have <00:21:43.213>the <00:21:43.320>ability <00:21:43.428>to <00:21:43.536>fine <00:21:43.643>tune <00:21:43.751>these <00:21:43.859>parameters <00:21:43.966>as <00:21:44.074>you <00:21:44.182>ingest <00:21:44.290>content.

353
00:21:48.600 --> 00:21:52.100
<00:21:48.600>So <00:21:48.707>now <00:21:48.815>that <00:21:48.923>you <00:21:49.030>have <00:21:49.138>this <00:21:49.246>foundation, <00:21:49.353>you're <00:21:49.461>a <00:21:49.569>pretty <00:21:49.676>good <00:21:49.784>place, <00:21:49.892>you <00:21:50.000>know,

354
00:21:52.100 --> 00:21:55.500
<00:21:52.100>you've <00:21:52.255>got <00:21:52.411>already <00:21:52.566>an <00:21:52.722>immediate <00:21:52.877>community <00:21:53.033>with <00:21:53.188>subject <00:21:53.344>matter <00:21:53.500>experts,

355
00:21:55.770 --> 00:21:56.940
<00:21:55.770>content <00:21:56.823>flowing,

356
00:21:57.200 --> 00:22:00.220
<00:21:57.200>and <00:21:57.287>it's <00:21:57.375>really <00:21:57.462>very <00:21:57.550>powerful <00:21:57.637>for <00:21:57.725>you <00:21:57.812>then <00:21:57.900>to <00:21:57.987>sort <00:21:58.075>of <00:21:58.162>take <00:21:58.250>this <00:21:58.337>and <00:21:58.425>you <00:21:58.512>can <00:21:58.600>even

357
00:22:00.220 --> 00:22:03.060
<00:22:00.220>provide <00:22:00.395>feedback <00:22:00.570>on <00:22:00.745>the <00:22:00.920>quality <00:22:01.095>of <00:22:01.270>what <00:22:01.445>was <00:22:01.620>ingested.

358
00:22:03.060 --> 00:22:06.220
<00:22:03.060>So <00:22:03.200>it's <00:22:03.340>constantly <00:22:03.480>learning, <00:22:03.620>again <00:22:03.760>in <00:22:03.899>the <00:22:04.040>context <00:22:04.179>of <00:22:04.320>generative <00:22:04.460>ai.

359
00:22:06.840 --> 00:22:11.300
<00:22:06.840>And <00:22:06.933>it <00:22:07.026>also <00:22:07.120>gives <00:22:07.213>you, <00:22:07.306>by <00:22:07.399>the <00:22:07.493>way, <00:22:07.586>the <00:22:07.679>ability <00:22:07.773>to <00:22:07.866>see <00:22:07.959>this, <00:22:08.053>the, <00:22:08.146>again, <00:22:08.240>the,

360
00:22:11.360 --> 00:22:13.540
<00:22:11.360>the <00:22:11.534>sources, <00:22:11.709>the <00:22:11.885>original <00:22:12.060>sources <00:22:12.235>that <00:22:12.409>it <00:22:12.584>came <00:22:12.760>from.

361
00:22:13.880 --> 00:22:15.980
<00:22:13.880>It <00:22:14.080>tells <00:22:14.280>you <00:22:14.480>whether <00:22:14.680>this <00:22:14.880>has <00:22:15.080>been <00:22:15.280>validated.

362
00:22:16.360 --> 00:22:20.380
<00:22:16.360>And <00:22:16.467>so <00:22:16.575>a <00:22:16.683>lot <00:22:16.790>of <00:22:16.898>real <00:22:17.006>sort <00:22:17.113>of <00:22:17.221>trust <00:22:17.329>building <00:22:17.436>and <00:22:17.544>attribution <00:22:17.652>building <00:22:17.760>elements

363
00:22:20.450 --> 00:22:24.000
<00:22:20.450>that <00:22:20.566>are <00:22:20.683>baked <00:22:20.800>into <00:22:20.916>this. <00:22:21.033>And <00:22:21.150>of <00:22:21.266>course <00:22:21.383>the <00:22:21.500>rest <00:22:21.616>of <00:22:21.733>that. <00:22:21.850>Now,

364
00:22:24.020 --> 00:22:28.280
<00:22:24.020>the <00:22:24.107>rest <00:22:24.195>of <00:22:24.282>the <00:22:24.370>power <00:22:24.457>of <00:22:24.545>stack <00:22:24.632>whole <00:22:24.720>flow <00:22:24.807>for <00:22:24.895>teams <00:22:24.982>comes <00:22:25.070>to <00:22:25.157>life <00:22:25.245>where <00:22:25.332>you <00:22:25.420>can

365
00:22:28.280 --> 00:22:32.200
<00:22:28.280>create <00:22:28.455>subcommunities <00:22:28.629>within <00:22:28.805>your <00:22:28.980>organization, <00:22:29.155>guilds, <00:22:29.330>so <00:22:29.504>to <00:22:29.680>speak,

366
00:22:32.660 --> 00:22:36.200
<00:22:32.660>or <00:22:32.767>connectivity. <00:22:32.875>You <00:22:32.983>can <00:22:33.090>see <00:22:33.198>which <00:22:33.306>of <00:22:33.413>your <00:22:33.521>teams <00:22:33.629>are <00:22:33.736>engaging <00:22:33.844>with, <00:22:33.952>uh, <00:22:34.060>with,

367
00:22:36.200 --> 00:22:37.800
<00:22:36.200>with <00:22:36.480>other <00:22:36.760>people <00:22:37.040>within <00:22:37.320>your <00:22:37.600>organization.

368
00:22:38.260 --> 00:22:43.060
<00:22:38.260>And <00:22:38.367>all <00:22:38.475>of <00:22:38.583>this <00:22:38.690>is <00:22:38.798>obviously <00:22:38.906>very <00:22:39.013>powerful. <00:22:39.121>So <00:22:39.229>all <00:22:39.336>of <00:22:39.444>this <00:22:39.552>again <00:22:39.660>is,

369
00:22:43.480 --> 00:22:47.540
<00:22:43.480>uh, <00:22:43.596>going <00:22:43.713>live <00:22:43.830>or <00:22:43.946>we <00:22:44.063>are <00:22:44.180>launching <00:22:44.296>it <00:22:44.413>in <00:22:44.530>Alpha <00:22:44.646>in <00:22:44.763>August. <00:22:44.880>Uh,

370
00:22:47.600 --> 00:22:52.470
<00:22:47.600>so <00:22:47.727>for <00:22:47.854>our <00:22:47.981>stack <00:22:48.109>for <00:22:48.236>teams <00:22:48.363>customers, <00:22:48.490>they <00:22:48.618>can <00:22:48.745>try <00:22:48.872>this. <00:22:49.000>Alright,

371
00:22:52.660 --> 00:22:53.493
finally,

372
00:22:53.690 --> 00:22:58.430
<00:22:53.690>number <00:22:53.817>five <00:22:53.944>in <00:22:54.071>overflow <00:22:54.199>AI <00:22:54.326>is <00:22:54.453>that <00:22:54.580>we <00:22:54.708>wanna <00:22:54.835>focus <00:22:54.962>on <00:22:55.090>search.

373
00:22:59.090 --> 00:23:03.750
<00:22:59.090>We <00:22:59.230>really <00:22:59.370>believe <00:22:59.510>search <00:22:59.649>within <00:22:59.790>Companies <00:22:59.929>is <00:23:00.070>really <00:23:00.209>broken. <00:23:00.350>It's <00:23:00.490>very,

374
00:23:03.750 --> 00:23:06.390
<00:23:03.750>very <00:23:03.950>hard <00:23:04.150>to <00:23:04.350>find <00:23:04.550>accurate <00:23:04.750>information <00:23:04.950>within <00:23:05.150>companies.

375
00:23:06.390 --> 00:23:07.310
<00:23:06.390>It's <00:23:06.597>all <00:23:06.804>over <00:23:07.011>the <00:23:07.217>place.

376
00:23:08.010 --> 00:23:11.790
<00:23:08.010>And <00:23:08.126>we <00:23:08.243>really <00:23:08.360>wanted <00:23:08.476>to <00:23:08.593>focus <00:23:08.710>on <00:23:08.826>this <00:23:08.943>problem <00:23:09.060>specifically <00:23:09.176>with <00:23:09.293>enhanced <00:23:09.410>search.

377
00:23:11.910 --> 00:23:13.710
<00:23:11.910>I <00:23:12.143>talked <00:23:12.376>about <00:23:12.610>the <00:23:12.843>public <00:23:13.076>platform <00:23:13.310>earlier,

378
00:23:14.020 --> 00:23:15.670
<00:23:14.020>this <00:23:14.220>is <00:23:14.420>specific <00:23:14.620>to <00:23:14.820>stack <00:23:15.020>over <00:23:15.220>for <00:23:15.420>teams.

379
00:23:16.090 --> 00:23:19.390
<00:23:16.090>So <00:23:16.206>the <00:23:16.323>ability <00:23:16.439>here <00:23:16.556>is <00:23:16.673>you <00:23:16.790>start <00:23:16.906>out <00:23:17.023>again <00:23:17.139>with <00:23:17.256>the <00:23:17.373>search <00:23:17.490>bar,

380
00:23:19.650 --> 00:23:23.750
<00:23:19.650>you're <00:23:19.757>asking <00:23:19.865>a <00:23:19.973>sort <00:23:20.080>of <00:23:20.188>a <00:23:20.296>simple <00:23:20.403>question <00:23:20.511>about <00:23:20.619>Project <00:23:20.726>Zeta <00:23:20.834>in <00:23:20.942>this, <00:23:21.050>uh,

381
00:23:23.750 --> 00:23:27.750
<00:23:23.750>example, <00:23:23.905>and <00:23:24.061>you <00:23:24.216>know <00:23:24.372>that <00:23:24.527>somebody's <00:23:24.683>asked <00:23:24.838>this <00:23:24.994>question <00:23:25.150>somewhere.

382
00:23:27.750 --> 00:23:31.030
<00:23:27.750>The <00:23:27.857>guidelines <00:23:27.965>have <00:23:28.073>been <00:23:28.180>existing <00:23:28.288>but <00:23:28.396>you <00:23:28.503>just <00:23:28.611>don't <00:23:28.719>know <00:23:28.826>how <00:23:28.934>to <00:23:29.042>find <00:23:29.150>them.

383
00:23:31.050 --> 00:23:34.640
<00:23:31.050>So <00:23:31.190>let's <00:23:31.330>start <00:23:31.470>that <00:23:31.610>right <00:23:31.750>immediately <00:23:31.889>provides <00:23:32.030>you <00:23:32.169>with <00:23:32.310>this <00:23:32.450>answer.

384
00:23:34.860 --> 00:23:35.550
<00:23:34.860>As <00:23:35.067>you <00:23:35.274>can <00:23:35.481>see,

385
00:23:35.550 --> 00:23:40.320
<00:23:35.550>it's <00:23:35.705>got <00:23:35.861>citations <00:23:36.016>to <00:23:36.172>content <00:23:36.327>and <00:23:36.483>experts <00:23:36.638>from <00:23:36.794>within <00:23:36.950>the

386
00:23:40.320 --> 00:23:41.400
<00:23:40.320>company. <00:23:41.292>Uh,

387
00:23:41.400 --> 00:23:45.380
<00:23:41.400>you're <00:23:41.540>able <00:23:41.680>to <00:23:41.820>effectively <00:23:41.960>see <00:23:42.100>who <00:23:42.240>these <00:23:42.380>subject <00:23:42.520>matter <00:23:42.660>experts <00:23:42.800>are.

388
00:23:45.420 --> 00:23:48.440
<00:23:45.420>In <00:23:45.547>this <00:23:45.674>case <00:23:45.801>UJI <00:23:45.929>is <00:23:46.056>the, <00:23:46.183>the <00:23:46.310>expert <00:23:46.438>on <00:23:46.565>these <00:23:46.692>various <00:23:46.820>topics.

389
00:23:49.800 --> 00:23:52.900
<00:23:49.800>It <00:23:49.940>also <00:23:50.080>shows <00:23:50.220>you <00:23:50.360>the <00:23:50.500>details <00:23:50.639>behind <00:23:50.780>this <00:23:50.919>q <00:23:51.060>and <00:23:51.200>a.

390
00:23:52.900 --> 00:23:55.580
<00:23:52.900>So <00:23:53.040>you <00:23:53.180>can <00:23:53.320>go <00:23:53.460>deeper <00:23:53.600>and <00:23:53.740>understand <00:23:53.880>this <00:23:54.020>and <00:23:54.160>that's <00:23:54.300>powerful.

391
00:23:56.080 --> 00:24:00.740
<00:23:56.080>You <00:23:56.179>could <00:23:56.280>also <00:23:56.379>customize <00:23:56.480>this <00:23:56.580>in <00:23:56.679>a <00:23:56.780>way <00:23:56.879>that <00:23:56.980>makes <00:23:57.080>sense <00:23:57.179>for <00:23:57.280>you <00:23:57.379>depending <00:23:57.480>on

392
00:24:00.740 --> 00:24:04.100
<00:24:00.740>your <00:24:00.940>level <00:24:01.140>of <00:24:01.340>your <00:24:01.540>understanding <00:24:01.740>or <00:24:01.940>your <00:24:02.140>capability.

393
00:24:04.600 --> 00:24:08.220
<00:24:04.600>And <00:24:04.740>you <00:24:04.879>can <00:24:05.020>also <00:24:05.159>pull <00:24:05.300>in <00:24:05.439>additional <00:24:05.580>sources <00:24:05.719>from <00:24:05.860>other <00:24:06.000>locations,

394
00:24:08.220 --> 00:24:11.980
<00:24:08.220>other <00:24:08.375>document <00:24:08.531>locations <00:24:08.686>through <00:24:08.842>connectors <00:24:08.997>that <00:24:09.153>we <00:24:09.308>will <00:24:09.464>automatically <00:24:09.620>connect.

395
00:24:11.980 --> 00:24:16.300
<00:24:11.980>So <00:24:12.096>through <00:24:12.213>Confluence <00:24:12.330>and <00:24:12.446>GitHub <00:24:12.563>and <00:24:12.680>of <00:24:12.796>course <00:24:12.913>the <00:24:13.030>rest <00:24:13.146>of <00:24:13.263>Public <00:24:13.380>Stack

396
00:24:16.300 --> 00:24:20.610
<00:24:16.300>overflow. <00:24:16.427>And <00:24:16.554>then <00:24:16.681>that <00:24:16.809>generates <00:24:16.936>an <00:24:17.063>even <00:24:17.190>more <00:24:17.318>robust <00:24:17.445>answer <00:24:17.572>in <00:24:17.700>search,

397
00:24:20.610 --> 00:24:25.250
<00:24:20.610>which <00:24:20.750>is <00:24:20.889>it <00:24:21.030>shows <00:24:21.169>you <00:24:21.310>not <00:24:21.449>only <00:24:21.590>a <00:24:21.729>summarized <00:24:21.870>generative <00:24:22.010>AI

398
00:24:25.270 --> 00:24:29.650
<00:24:25.270>answer <00:24:25.397>that <00:24:25.524>is <00:24:25.651>rooted <00:24:25.779>in <00:24:25.906>Stack <00:24:26.033>Overflow, <00:24:26.160>public <00:24:26.288>stack <00:24:26.415>overflow <00:24:26.542>for <00:24:26.670>teams,

399
00:24:30.350 --> 00:24:34.770
<00:24:30.350>but <00:24:30.524>also <00:24:30.699>other <00:24:30.875>document <00:24:31.050>repositories <00:24:31.225>like <00:24:31.399>Confluence <00:24:31.574>and <00:24:31.750>GitHub,

400
00:24:35.140 --> 00:24:38.810
<00:24:35.140>which <00:24:35.247>are <00:24:35.355>really <00:24:35.463>also <00:24:35.570>powerful <00:24:35.678>to <00:24:35.786>really <00:24:35.893>bring <00:24:36.001>all <00:24:36.109>the <00:24:36.216>content <00:24:36.324>and <00:24:36.432>write <00:24:36.540>the

401
00:24:38.810 --> 00:24:42.430
<00:24:38.810>answer <00:24:38.909>at <00:24:39.010>the <00:24:39.110>right <00:24:39.210>time <00:24:39.310>for <00:24:39.409>you <00:24:39.510>as <00:24:39.610>you <00:24:39.710>solve <00:24:39.810>your <00:24:39.909>problem. <00:24:40.010>And <00:24:40.110>of <00:24:40.210>course,

402
00:24:43.230 --> 00:24:46.230
<00:24:43.230>feedback <00:24:43.430>continues <00:24:43.630>to <00:24:43.830>be <00:24:44.030>fundamental <00:24:44.230>to <00:24:44.430>generative <00:24:44.630>ai.

403
00:24:46.330 --> 00:24:49.310
<00:24:46.330>We <00:24:46.457>provide <00:24:46.584>the <00:24:46.711>feedback <00:24:46.839>as <00:24:46.966>part <00:24:47.093>of <00:24:47.220>this <00:24:47.348>and <00:24:47.475>we <00:24:47.602>continue <00:24:47.730>on.

404
00:24:49.770 --> 00:24:53.670
<00:24:49.770>So <00:24:49.910>all <00:24:50.050>of <00:24:50.190>this <00:24:50.330>again <00:24:50.470>is <00:24:50.610>launching <00:24:50.750>in <00:24:50.889>Alpha <00:24:51.030>in <00:24:51.170>August.

405
00:24:53.930 --> 00:24:57.560
<00:24:53.930>So <00:24:54.105>super <00:24:54.280>excited <00:24:54.455>for <00:24:54.630>you <00:24:54.805>to <00:24:54.980>try <00:24:55.155>it. <00:24:55.330>Alright,

406
00:24:57.860 --> 00:25:00.320
<00:24:57.860>one <00:24:58.209>last <00:24:58.560>announcement <00:24:58.909>and <00:24:59.260>uh,

407
00:25:00.380 --> 00:25:03.480
<00:25:00.380>all <00:25:00.507>of <00:25:00.634>this <00:25:00.761>that <00:25:00.889>I <00:25:01.016>just <00:25:01.143>talked <00:25:01.270>through <00:25:01.398>was <00:25:01.525>about <00:25:01.652>overflow <00:25:01.780>ai,

408
00:25:03.480 --> 00:25:06.320
<00:25:03.480>both <00:25:03.596>for <00:25:03.713>the <00:25:03.830>public <00:25:03.946>stack <00:25:04.063>overflow <00:25:04.180>as <00:25:04.296>well <00:25:04.413>as <00:25:04.530>stack <00:25:04.646>overflow <00:25:04.763>for <00:25:04.880>teams.

409
00:25:07.160 --> 00:25:11.780
<00:25:07.160>One <00:25:07.247>other <00:25:07.335>area <00:25:07.422>that <00:25:07.510>we <00:25:07.597>wanted <00:25:07.685>to <00:25:07.772>make <00:25:07.860>sure <00:25:07.947>that <00:25:08.035>we <00:25:08.122>focused <00:25:08.210>on <00:25:08.297>is <00:25:08.385>we <00:25:08.472>are <00:25:08.560>all

410
00:25:12.020 --> 00:25:15.660
<00:25:12.020>learning <00:25:12.136>in <00:25:12.253>this <00:25:12.370>AI <00:25:12.486>world. <00:25:12.603>We <00:25:12.720>are <00:25:12.836>learning <00:25:12.953>about <00:25:13.070>AI <00:25:13.186>literally <00:25:13.303>every <00:25:13.420>day.

411
00:25:15.660 --> 00:25:17.060
<00:25:15.660>There's <00:25:16.080>so <00:25:16.500>many <00:25:16.920>announcements,

412
00:25:17.450 --> 00:25:20.220
<00:25:17.450>it's <00:25:17.590>hard <00:25:17.730>to <00:25:17.870>keep <00:25:18.010>up <00:25:18.150>even <00:25:18.290>for <00:25:18.430>us <00:25:18.570>at <00:25:18.710>Stack <00:25:18.850>Overflow.

413
00:25:20.840 --> 00:25:25.260
<00:25:20.840>So <00:25:20.947>we <00:25:21.055>wanted <00:25:21.163>to <00:25:21.270>create <00:25:21.378>as <00:25:21.486>many <00:25:21.593>avenues <00:25:21.701>for <00:25:21.809>you <00:25:21.916>in <00:25:22.024>the <00:25:22.132>developer <00:25:22.240>community

414
00:25:25.920 --> 00:25:28.980
<00:25:25.920>to <00:25:26.075>learn <00:25:26.231>about <00:25:26.386>the <00:25:26.542>latest <00:25:26.697>and <00:25:26.853>greatest <00:25:27.008>of <00:25:27.164>AI <00:25:27.320>developments.

415
00:25:29.670 --> 00:25:32.090
<00:25:29.670>So <00:25:29.825>as <00:25:29.981>of <00:25:30.136>this <00:25:30.292>past <00:25:30.447>week, <00:25:30.603>we've <00:25:30.758>launched <00:25:30.914>two <00:25:31.070>things.

416
00:25:32.310 --> 00:25:34.890
<00:25:32.310>One <00:25:32.590>is <00:25:32.870>generative <00:25:33.149>AI <00:25:33.429>stack <00:25:33.710>exchange,

417
00:25:35.420 --> 00:25:38.570
<00:25:35.420>which <00:25:35.560>is <00:25:35.700>an <00:25:35.840>area <00:25:35.980>specifically <00:25:36.120>that <00:25:36.260>you <00:25:36.400>can <00:25:36.540>go <00:25:36.680>to <00:25:36.820>today.

418
00:25:38.570 --> 00:25:42.850
<00:25:38.570>You <00:25:38.686>can <00:25:38.803>go <00:25:38.919>join <00:25:39.036>it <00:25:39.153>and <00:25:39.270>it's <00:25:39.386>all <00:25:39.503>about <00:25:39.620>prompt <00:25:39.736>engineering, <00:25:39.853>prompt <00:25:39.970>design.

419
00:25:43.350 --> 00:25:43.650
<00:25:43.350>You <00:25:43.620>know,

420
00:25:43.650 --> 00:25:46.690
<00:25:43.650>this <00:25:43.766>is <00:25:43.883>obviously <00:25:44.000>gonna <00:25:44.116>be <00:25:44.233>fundamental <00:25:44.350>as <00:25:44.466>we <00:25:44.583>think <00:25:44.700>about <00:25:44.816>software <00:25:44.933>development <00:25:45.050>in

421
00:25:46.690 --> 00:25:47.470
<00:25:46.690>the <00:25:47.392>future.

422
00:25:47.470 --> 00:25:49.890
<00:25:47.470>So <00:25:47.577>we <00:25:47.685>wanted <00:25:47.793>to <00:25:47.900>create <00:25:48.008>a <00:25:48.116>space <00:25:48.223>where <00:25:48.331>you <00:25:48.439>can <00:25:48.546>learn <00:25:48.654>about <00:25:48.762>that <00:25:48.870>subject.

423
00:25:50.190 --> 00:25:52.730
<00:25:50.190>So <00:25:50.345>that's <00:25:50.501>already, <00:25:50.656>uh, <00:25:50.812>active <00:25:50.967>and <00:25:51.123>you <00:25:51.278>can <00:25:51.434>join <00:25:51.590>it.

424
00:25:53.310 --> 00:25:57.810
<00:25:53.310>The <00:25:53.409>other <00:25:53.510>area <00:25:53.610>on <00:25:53.710>the <00:25:53.810>right <00:25:53.909>side <00:25:54.010>here <00:25:54.110>is <00:25:54.210>what <00:25:54.310>we <00:25:54.409>call <00:25:54.510>a <00:25:54.610>collective <00:25:54.710>or

425
00:25:57.810 --> 00:25:59.450
<00:25:57.810>sub-community <00:25:58.276>on <00:25:58.743>Stack <00:25:59.210>Overflow,

426
00:25:59.450 --> 00:26:03.210
<00:25:59.450>where <00:25:59.566>we <00:25:59.683>have <00:25:59.800>companies <00:25:59.916>like <00:26:00.033>Microsoft <00:26:00.150>and <00:26:00.266>Google <00:26:00.383>and <00:26:00.500>Amazon <00:26:00.616>A <00:26:00.733>w <00:26:00.850>s,

427
00:26:03.550 --> 00:26:08.450
<00:26:03.550>but <00:26:03.643>we <00:26:03.736>also <00:26:03.830>have <00:26:03.923>topics <00:26:04.016>in <00:26:04.110>this <00:26:04.203>case, <00:26:04.296>uh, <00:26:04.389>N <00:26:04.483>L <00:26:04.576>P <00:26:04.669>or <00:26:04.763>Natural <00:26:04.856>Language <00:26:04.950>Processing.

428
00:26:08.790 --> 00:26:13.650
<00:26:08.790>And <00:26:08.883>this <00:26:08.976>area <00:26:09.070>has <00:26:09.163>experts <00:26:09.256>from <00:26:09.350>all <00:26:09.443>around <00:26:09.536>the <00:26:09.629>world <00:26:09.723>that <00:26:09.816>can <00:26:09.909>join <00:26:10.003>and <00:26:10.096>you <00:26:10.190>can

429
00:26:13.850 --> 00:26:17.170
<00:26:13.850>actually <00:26:14.024>engage <00:26:14.199>with <00:26:14.375>within <00:26:14.550>this <00:26:14.725>collective <00:26:14.899>or <00:26:15.074>sub-community. <00:26:15.250>Now,

430
00:26:17.190 --> 00:26:20.530
<00:26:17.190>not <00:26:17.330>only <00:26:17.470>those <00:26:17.610>two <00:26:17.750>things, <00:26:17.890>but <00:26:18.030>you <00:26:18.170>know, <00:26:18.310>we <00:26:18.450>are <00:26:18.590>very,

431
00:26:20.530 --> 00:26:23.250
<00:26:20.530>very <00:26:20.670>committed <00:26:20.810>to <00:26:20.950>a <00:26:21.090>very <00:26:21.230>accurate <00:26:21.370>data <00:26:21.510>set <00:26:21.649>q <00:26:21.790>and <00:26:21.930>a.

432
00:26:23.550 --> 00:26:26.330
<00:26:23.550>We <00:26:23.705>wanna <00:26:23.861>make <00:26:24.016>sure <00:26:24.172>that's <00:26:24.327>pristine. <00:26:24.483>But <00:26:24.638>we <00:26:24.794>also <00:26:24.950>noticed,

433
00:26:26.710 --> 00:26:29.090
<00:26:26.710>and <00:26:26.837>I <00:26:26.964>was <00:26:27.091>talking <00:26:27.219>to <00:26:27.346>some <00:26:27.473>developers <00:26:27.600>even <00:26:27.728>last <00:26:27.855>night <00:26:27.982>about <00:26:28.110>this,

434
00:26:29.390 --> 00:26:33.650
<00:26:29.390>is <00:26:29.530>that <00:26:29.670>there's <00:26:29.810>so <00:26:29.950>much <00:26:30.090>depth <00:26:30.230>in <00:26:30.370>the <00:26:30.510>the <00:26:30.650>second <00:26:30.790>answer,

435
00:26:33.710 --> 00:26:34.930
<00:26:33.710>the <00:26:33.929>third <00:26:34.149>answer <00:26:34.368>and <00:26:34.588>the <00:26:34.808>comments.

436
00:26:35.430 --> 00:26:38.650
<00:26:35.430>And <00:26:35.546>people <00:26:35.663>have <00:26:35.780>seen <00:26:35.896>so <00:26:36.013>much <00:26:36.130>value <00:26:36.246>out <00:26:36.363>of <00:26:36.480>those <00:26:36.596>over <00:26:36.713>the <00:26:36.830>years.

437
00:26:39.110 --> 00:26:42.730
<00:26:39.110>So <00:26:39.203>what <00:26:39.296>we <00:26:39.389>wanted <00:26:39.483>to <00:26:39.576>do <00:26:39.669>is <00:26:39.763>continue <00:26:39.856>to <00:26:39.949>keep <00:26:40.043>our <00:26:40.136>q <00:26:40.229>and <00:26:40.323>a <00:26:40.416>very <00:26:40.510>pristine,

438
00:26:43.300 --> 00:26:47.440
<00:26:43.300>but <00:26:43.427>create <00:26:43.554>an <00:26:43.681>entirely <00:26:43.809>new <00:26:43.936>area <00:26:44.063>for <00:26:44.190>you <00:26:44.318>to <00:26:44.445>have <00:26:44.572>real <00:26:44.700>discussions,

439
00:26:48.440 --> 00:26:51.260
<00:26:48.440>open <00:26:48.595>discussions. <00:26:48.751>And <00:26:48.906>this <00:26:49.062>is <00:26:49.217>for <00:26:49.373>the <00:26:49.528>first <00:26:49.684>time <00:26:49.840>ever,

440
00:26:51.320 --> 00:26:55.540
<00:26:51.320>we <00:26:51.413>will <00:26:51.506>open <00:26:51.600>it <00:26:51.693>up <00:26:51.786>in <00:26:51.879>a <00:26:51.973>very <00:26:52.066>deliberate <00:26:52.159>way <00:26:52.253>where <00:26:52.346>you <00:26:52.439>can <00:26:52.533>actually <00:26:52.626>have <00:26:52.720>a

441
00:26:55.540 --> 00:26:59.620
<00:26:55.540>conversation <00:26:55.667>with <00:26:55.794>people <00:26:55.921>on <00:26:56.049>Stack <00:26:56.176>Overflow. <00:26:56.303>In <00:26:56.430>this <00:26:56.558>case, <00:26:56.685>you <00:26:56.812>know, <00:26:56.940>it's,

442
00:26:59.760 --> 00:27:01.740
<00:26:59.760>as <00:26:59.993>you <00:27:00.226>can <00:27:00.460>see <00:27:00.693>people <00:27:00.926>are, <00:27:01.160>uh,

443
00:27:01.740 --> 00:27:04.860
<00:27:01.740>this <00:27:01.856>example <00:27:01.973>is <00:27:02.090>showing <00:27:02.206>you <00:27:02.323>various <00:27:02.440>examples <00:27:02.556>of <00:27:02.673>how <00:27:02.790>we <00:27:02.906>can, <00:27:03.023>you <00:27:03.140>know,

444
00:27:04.860 --> 00:27:09.340
<00:27:04.860>you <00:27:04.947>can <00:27:05.034>have <00:27:05.122>topics <00:27:05.209>on <00:27:05.297>N <00:27:05.385>L <00:27:05.472>P <00:27:05.560>specifically. <00:27:05.647>And <00:27:05.735>this <00:27:05.822>is, <00:27:05.909>you <00:27:05.997>know, <00:27:06.084>based <00:27:06.172>on, <00:27:06.260>uh,

445
00:27:09.630 --> 00:27:12.540
<00:27:09.630>let's <00:27:09.805>say <00:27:09.980>sort <00:27:10.155>of <00:27:10.330>a <00:27:10.505>poll <00:27:10.680>on <00:27:10.855>technical, <00:27:11.030>uh,

446
00:27:13.020 --> 00:27:16.460
<00:27:13.020>sentiment <00:27:13.136>analysis <00:27:13.253>on <00:27:13.370>this <00:27:13.486>topic <00:27:13.603>or <00:27:13.720>request <00:27:13.836>for <00:27:13.953>advice <00:27:14.070>in <00:27:14.186>this <00:27:14.303>last <00:27:14.420>case.

447
00:27:17.810 --> 00:27:21.230
<00:27:17.810>And <00:27:17.926>you <00:27:18.043>can <00:27:18.159>decide <00:27:18.276>that <00:27:18.393>when <00:27:18.510>you <00:27:18.626>see <00:27:18.743>somebody <00:27:18.860>asking <00:27:18.976>for <00:27:19.093>an <00:27:19.210>opinion,

448
00:27:21.250 --> 00:27:23.030
<00:27:21.250>you <00:27:21.425>can <00:27:21.600>be <00:27:21.775>part, <00:27:21.950>you <00:27:22.125>can <00:27:22.300>participate <00:27:22.475>in <00:27:22.650>that,

449
00:27:23.370 --> 00:27:26.310
<00:27:23.370>you <00:27:23.510>can <00:27:23.649>click <00:27:23.790>into <00:27:23.929>the <00:27:24.070>full <00:27:24.209>discussion, <00:27:24.350>read <00:27:24.489>through <00:27:24.629>the <00:27:24.770>comments,

450
00:27:26.810 --> 00:27:30.670
<00:27:26.810>and <00:27:26.917>then <00:27:27.025>you <00:27:27.133>can <00:27:27.240>add <00:27:27.348>in <00:27:27.456>your <00:27:27.563>perspective <00:27:27.671>into <00:27:27.779>that. <00:27:27.886>And <00:27:27.994>you <00:27:28.102>could <00:27:28.210>be,

451
00:27:30.840 --> 00:27:33.070
<00:27:30.840>let's <00:27:30.995>say <00:27:31.151>a <00:27:31.306>novice <00:27:31.462>or <00:27:31.617>you <00:27:31.773>could <00:27:31.928>be <00:27:32.084>an <00:27:32.240>expert,

452
00:27:33.290 --> 00:27:37.750
<00:27:33.290>but <00:27:33.417>you're <00:27:33.544>in <00:27:33.671>the <00:27:33.799>discussion <00:27:33.926>with <00:27:34.053>experts <00:27:34.180>around <00:27:34.308>the <00:27:34.435>world <00:27:34.562>and <00:27:34.690>that

453
00:27:37.780 --> 00:27:41.350
<00:27:37.780>immediately <00:27:37.907>gets <00:27:38.034>posted <00:27:38.161>into <00:27:38.289>the <00:27:38.416>discussion <00:27:38.543>and <00:27:38.670>then <00:27:38.798>you're <00:27:38.925>ultimately <00:27:39.052>all <00:27:39.180>the,

454
00:27:41.490 --> 00:27:44.510
<00:27:41.490>the <00:27:41.617>benefits <00:27:41.744>of <00:27:41.871>Stack <00:27:41.999>Overflow <00:27:42.126>is <00:27:42.253>still <00:27:42.380>accrue <00:27:42.508>where <00:27:42.635>you've <00:27:42.762>got <00:27:42.890>the,

455
00:27:44.510 --> 00:27:48.020
<00:27:44.510>the <00:27:44.710>voting <00:27:44.910>mechanism, <00:27:45.110>et <00:27:45.310>cetera. <00:27:45.510>So <00:27:45.710>in <00:27:45.910>summary,

456
00:27:48.440 --> 00:27:52.980
<00:27:48.440>the <00:27:48.547>generative <00:27:48.655>AI <00:27:48.763>stack <00:27:48.870>exchange <00:27:48.978>and <00:27:49.086>the <00:27:49.193>N <00:27:49.301>L <00:27:49.409>P <00:27:49.516>topic <00:27:49.624>collective <00:27:49.732>are <00:27:49.840>live

457
00:27:52.980 --> 00:27:54.540
<00:27:52.980>already. <00:27:53.260>You <00:27:53.540>can <00:27:53.820>try <00:27:54.100>those <00:27:54.380>today,

458
00:27:54.920 --> 00:27:59.500
<00:27:54.920>but <00:27:55.060>you <00:27:55.200>also <00:27:55.340>now <00:27:55.480>have <00:27:55.620>the <00:27:55.760>ability <00:27:55.900>to <00:27:56.040>try <00:27:56.180>community <00:27:56.320>discussions

459
00:27:59.520 --> 00:28:04.300
<00:27:59.520>within <00:27:59.636>N <00:27:59.753>L <00:27:59.870>P <00:27:59.986>topic <00:28:00.103>collective, <00:28:00.220>uh, <00:28:00.336>in <00:28:00.453>a <00:28:00.570>couple <00:28:00.686>weeks <00:28:00.803>in <00:28:00.920>August.

460
00:28:04.520 --> 00:28:07.170
<00:28:04.520>So <00:28:04.720>excited <00:28:04.920>for <00:28:05.120>you <00:28:05.320>to <00:28:05.520>try <00:28:05.720>it. <00:28:05.920>Alright,

461
00:28:07.230 --> 00:28:11.290
<00:28:07.230>so <00:28:07.346>those <00:28:07.463>are <00:28:07.580>our <00:28:07.696>six <00:28:07.813>announcements <00:28:07.930>and <00:28:08.046>sort <00:28:08.163>of <00:28:08.280>as <00:28:08.396>I <00:28:08.513>conclude <00:28:08.630>here,

462
00:28:11.290 --> 00:28:13.330
<00:28:11.290>I <00:28:11.490>want <00:28:11.690>to <00:28:11.889>say <00:28:12.090>that <00:28:12.290>ultimately, <00:28:12.490>you <00:28:12.690>know,

463
00:28:13.330 --> 00:28:18.050
<00:28:13.330>in <00:28:13.429>this <00:28:13.530>first <00:28:13.629>15 <00:28:13.730>years <00:28:13.830>you've <00:28:13.929>trusted <00:28:14.030>us <00:28:14.129>about <00:28:14.230>making <00:28:14.330>sure <00:28:14.429>that <00:28:14.530>we <00:28:14.629>always <00:28:14.730>put

464
00:28:18.050 --> 00:28:20.970
<00:28:18.050>you <00:28:18.177>first <00:28:18.304>as <00:28:18.431>developers, <00:28:18.559>that <00:28:18.686>we <00:28:18.813>make <00:28:18.940>sure <00:28:19.068>that <00:28:19.195>we <00:28:19.322>serve, <00:28:19.450>you,

465
00:28:21.310 --> 00:28:22.890
<00:28:21.310>get <00:28:21.485>you <00:28:21.659>the <00:28:21.835>right <00:28:22.010>answer <00:28:22.185>at <00:28:22.360>the <00:28:22.534>right <00:28:22.710>time.

466
00:28:23.590 --> 00:28:26.890
<00:28:23.590>In <00:28:23.683>this <00:28:23.776>era <00:28:23.870>that <00:28:23.963>we're <00:28:24.056>about <00:28:24.149>to <00:28:24.243>enter <00:28:24.336>into <00:28:24.429>with <00:28:24.523>ai <00:28:24.616>at <00:28:24.709>the <00:28:24.803>heart <00:28:24.896>of <00:28:24.990>it,

467
00:28:27.350 --> 00:28:30.530
<00:28:27.350>it <00:28:27.449>is <00:28:27.550>very <00:28:27.649>much <00:28:27.750>the <00:28:27.850>focus <00:28:27.949>for <00:28:28.050>us. <00:28:28.149>You'll <00:28:28.250>be <00:28:28.350>continue <00:28:28.449>to <00:28:28.550>be <00:28:28.649>the <00:28:28.750>focus.

468
00:28:30.630 --> 00:28:35.290
<00:28:30.630>We <00:28:30.737>will <00:28:30.845>continue <00:28:30.953>to <00:28:31.060>make <00:28:31.168>sure <00:28:31.276>that <00:28:31.383>you <00:28:31.491>are, <00:28:31.599>uh, <00:28:31.706>kinda <00:28:31.814>always <00:28:31.922>in <00:28:32.030>our,

469
00:28:35.430 --> 00:28:35.730
<00:28:35.430>you <00:28:35.700>know,

470
00:28:35.730 --> 00:28:39.570
<00:28:35.730>our <00:28:35.837>conference <00:28:35.945>rooms <00:28:36.053>as <00:28:36.160>we <00:28:36.268>sort <00:28:36.376>of <00:28:36.483>build <00:28:36.591>products <00:28:36.699>to <00:28:36.806>make <00:28:36.914>sure <00:28:37.022>that <00:28:37.130>the

471
00:28:39.570 --> 00:28:41.530
<00:28:39.570>developer <00:28:39.803>and <00:28:40.036>the <00:28:40.270>community <00:28:40.503>member <00:28:40.736>is <00:28:40.970>being,

472
00:28:41.670 --> 00:28:43.770
<00:28:41.670>is <00:28:41.845>getting <00:28:42.020>tremendous <00:28:42.195>value <00:28:42.370>out <00:28:42.545>of <00:28:42.720>what <00:28:42.895>we're <00:28:43.070>building.

473
00:28:43.770 --> 00:28:47.210
<00:28:43.770>So <00:28:43.857>we're <00:28:43.945>all <00:28:44.032>in <00:28:44.120>it <00:28:44.207>together <00:28:44.295>and <00:28:44.382>we <00:28:44.470>are <00:28:44.557>here <00:28:44.645>to <00:28:44.732>make <00:28:44.820>sure <00:28:44.907>that <00:28:44.995>we <00:28:45.082>are, <00:28:45.170>uh,

474
00:28:47.210 --> 00:28:51.650
<00:28:47.210>serving <00:28:47.337>you <00:28:47.464>in <00:28:47.591>this <00:28:47.719>next <00:28:47.846>phase. <00:28:47.973>And <00:28:48.100>so, <00:28:48.228>in <00:28:48.355>summary, <00:28:48.482>in <00:28:48.610>summary,

475
00:28:51.730 --> 00:28:54.650
<00:28:51.730>overflow <00:28:51.963>AI <00:28:52.196>search <00:28:52.430>on <00:28:52.663>the <00:28:52.896>public <00:28:53.130>platform,

476
00:28:54.950 --> 00:28:57.610
<00:28:54.950>the <00:28:55.150>Visual <00:28:55.350>Studio <00:28:55.550>code <00:28:55.750>plugin <00:28:55.950>that <00:28:56.150>I <00:28:56.350>mentioned,

477
00:28:58.030 --> 00:29:00.970
<00:28:58.030>the <00:28:58.230>Slack <00:28:58.430>integration <00:28:58.629>now <00:28:58.830>has <00:28:59.030>generative <00:28:59.230>AI <00:28:59.430>capabilities.

478
00:29:01.830 --> 00:29:06.050
<00:29:01.830>The <00:29:01.970>enterprise <00:29:02.110>knowledge <00:29:02.250>ingestion <00:29:02.389>using <00:29:02.530>generative <00:29:02.669>AI <00:29:02.810>to <00:29:02.949>create <00:29:03.090>an <00:29:03.230>instant

479
00:29:06.050 --> 00:29:06.883
<00:29:06.050>knowledge <00:29:06.799>base,

480
00:29:07.240 --> 00:29:11.050
<00:29:07.240>enhance <00:29:07.380>search <00:29:07.520>capabilities <00:29:07.660>that <00:29:07.800>allows <00:29:07.940>you <00:29:08.080>to <00:29:08.220>pull <00:29:08.360>together <00:29:08.500>again <00:29:08.640>with

481
00:29:11.050 --> 00:29:12.970
<00:29:11.050>generative <00:29:11.516>ai, <00:29:11.983>multiple <00:29:12.450>sources,

482
00:29:13.230 --> 00:29:16.650
<00:29:13.230>and <00:29:13.357>of <00:29:13.484>course <00:29:13.611>public <00:29:13.739>and <00:29:13.866>private <00:29:13.993>stack <00:29:14.120>overflow <00:29:14.248>content. <00:29:14.375>And <00:29:14.502>then <00:29:14.630>finally,

483
00:29:17.320 --> 00:29:22.310
<00:29:17.320>more <00:29:17.475>spaces <00:29:17.631>for <00:29:17.786>you <00:29:17.942>to <00:29:18.097>have <00:29:18.253>discussions <00:29:18.408>about <00:29:18.564>ai. <00:29:18.720>Alright,

484
00:29:23.050 --> 00:29:25.510
<00:29:23.050>so <00:29:23.177>where <00:29:23.304>can <00:29:23.431>you <00:29:23.559>go <00:29:23.686>and <00:29:23.813>get <00:29:23.940>access <00:29:24.068>to <00:29:24.195>all <00:29:24.322>of <00:29:24.450>this?

485
00:29:25.930 --> 00:29:29.990
<00:29:25.930>You <00:29:26.210>could <00:29:26.490>go <00:29:26.770>to <00:29:27.050>stack <00:29:27.330>overflow.co/labs.

486
00:29:30.610 --> 00:29:34.150
<00:29:30.610>You <00:29:30.717>can <00:29:30.825>go <00:29:30.933>there <00:29:31.040>and <00:29:31.148>you <00:29:31.256>can <00:29:31.363>sign <00:29:31.471>up <00:29:31.579>and <00:29:31.686>effectively <00:29:31.794>show <00:29:31.902>your <00:29:32.010>interest.

487
00:29:34.210 --> 00:29:36.230
<00:29:34.210>And <00:29:34.410>then <00:29:34.610>during, <00:29:34.810>over <00:29:35.010>the <00:29:35.210>next <00:29:35.410>couple <00:29:35.610>weeks,

488
00:29:36.460 --> 00:29:40.190
<00:29:36.460>this <00:29:36.560>gets <00:29:36.660>released <00:29:36.760>to <00:29:36.860>all <00:29:36.960>our <00:29:37.060>developer <00:29:37.160>community <00:29:37.260>and <00:29:37.360>so <00:29:37.460>you <00:29:37.560>can <00:29:37.660>try <00:29:37.760>them <00:29:37.860>out

489
00:29:42.900 --> 00:29:46.160
<00:29:42.900>and <00:29:43.016>then <00:29:43.133>ultimately <00:29:43.250>you <00:29:43.366>can <00:29:43.483>of <00:29:43.600>course <00:29:43.716>reach <00:29:43.833>out <00:29:43.950>to <00:29:44.066>me <00:29:44.183>anytime, <00:29:44.300>uh,

490
00:29:46.160 --> 00:29:50.680
<00:29:46.160>either <00:29:46.276>on <00:29:46.393>LinkedIn <00:29:46.510>or <00:29:46.626>Twitter. <00:29:46.743>And <00:29:46.860>we <00:29:46.976>would <00:29:47.093>love <00:29:47.210>your <00:29:47.326>feedback <00:29:47.443>as <00:29:47.560>we,

491
00:29:50.740 --> 00:29:54.000
<00:29:50.740>as <00:29:50.840>we <00:29:50.940>continue <00:29:51.040>to <00:29:51.140>sort <00:29:51.240>of <00:29:51.340>build <00:29:51.440>these <00:29:51.540>products <00:29:51.640>for <00:29:51.740>you. <00:29:51.840>Thank <00:29:51.940>you <00:29:52.040>very <00:29:52.140>much.

492
00:29:58.450 --> 00:30:01.040
<00:29:58.450>Thank <00:29:58.683>you <00:29:58.916>Seth. <00:29:59.150>Thank <00:29:59.383>you. <00:29:59.616>Thanks. <00:29:59.850>Yes.

493
00:30:03.150 --> 00:30:04.320
<00:30:03.150>Alright, <00:30:03.676>as <00:30:04.203>said,

494
00:30:04.320 --> 00:30:07.520
<00:30:04.320>there's <00:30:04.419>a <00:30:04.520>booth <00:30:04.620>where <00:30:04.720>you <00:30:04.820>can <00:30:04.919>ask <00:30:05.020>questions <00:30:05.120>'cause <00:30:05.220>there <00:30:05.320>was <00:30:05.419>a <00:30:05.520>lot <00:30:05.620>of <00:30:05.720>questions

495
00:30:07.520 --> 00:30:10.000
<00:30:07.520>coming <00:30:07.660>on <00:30:07.800>there. <00:30:07.940>I <00:30:08.080>think <00:30:08.220>we <00:30:08.360>can't <00:30:08.500>cover <00:30:08.639>them <00:30:08.780>on <00:30:08.920>stage.

496
00:30:10.010 --> 00:30:13.240
<00:30:10.010>It'll <00:30:10.110>be <00:30:10.210>more <00:30:10.310>interesting <00:30:10.410>to <00:30:10.510>see <00:30:10.610>what <00:30:10.710>they <00:30:10.810>can <00:30:10.910>show <00:30:11.010>you <00:30:11.110>live <00:30:11.210>on <00:30:11.310>their <00:30:11.410>booth.

497
00:30:13.740 --> 00:30:18.200
<00:30:13.740>So <00:30:13.833>here <00:30:13.926>we're <00:30:14.020>gonna <00:30:14.113>talk <00:30:14.206>about <00:30:14.300>clean <00:30:14.393>code <00:30:14.486>in <00:30:14.580>10 <00:30:14.673>minutes. <00:30:14.766>So <00:30:14.860>a <00:30:14.953>10 <00:30:15.046>minute <00:30:15.140>break,

498
00:30:18.790 --> 00:30:22.320
<00:30:18.790>come <00:30:18.897>back <00:30:19.005>or <00:30:19.113>don't <00:30:19.220>leave <00:30:19.328>your <00:30:19.436>room <00:30:19.543>and <00:30:19.651>I'll <00:30:19.759>be <00:30:19.866>back <00:30:19.974>in <00:30:20.082>a <00:30:20.190>sec.