WEBVTT

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<00:00:04.080>Um, <00:00:04.313>thank <00:00:04.546>you. <00:00:04.780>Um, <00:00:05.013>hello <00:00:05.246>everyone. <00:00:05.480>Uh,

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<00:00:06.550>Um, <00:00:06.551>thank <00:00:06.553>you. <00:00:06.554>Um, <00:00:06.556>hello <00:00:06.557>everyone. <00:00:06.558>Uh,

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<00:00:06.560>Um, <00:00:06.659>thank <00:00:06.760>you. <00:00:06.859>Um, <00:00:06.960>hello <00:00:07.060>everyone. <00:00:07.159>Uh, <00:00:07.260>hope <00:00:07.359>you're <00:00:07.459>having <00:00:07.560>a <00:00:07.659>great <00:00:07.760>day <00:00:07.859>and <00:00:07.959>I

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<00:00:08.320>hope <00:00:08.413>you're <00:00:08.506>having <00:00:08.600>a <00:00:08.693>great <00:00:08.786>day <00:00:08.880>and <00:00:08.973>I <00:00:09.066>think <00:00:09.160>we <00:00:09.253>are <00:00:09.346>here <00:00:09.440>on <00:00:09.533>the <00:00:09.626>prettiest <00:00:09.720>stage

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<00:00:12.150>of <00:00:12.151>them <00:00:12.152>all <00:00:12.153>because <00:00:12.155>we're <00:00:12.156>here <00:00:12.157>in <00:00:12.159>the

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<00:00:12.160>of <00:00:12.260>them <00:00:12.360>all <00:00:12.460>because <00:00:12.560>we're <00:00:12.660>here <00:00:12.760>in <00:00:12.860>the <00:00:12.960>sun. <00:00:13.060>Uh, <00:00:13.160>so <00:00:13.260>uh, <00:00:13.360>as <00:00:13.460>already <00:00:13.560>announced,

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<00:00:15.030>sun. <00:00:15.031>Uh, <00:00:15.033>so <00:00:15.034>uh, <00:00:15.036>as <00:00:15.037>already <00:00:15.039>announced,

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<00:00:15.040>sun. <00:00:15.133>Uh, <00:00:15.226>so <00:00:15.319>uh, <00:00:15.413>as <00:00:15.506>already <00:00:15.600>announced, <00:00:15.693>I'm <00:00:15.786>Edwin. <00:00:15.879>I <00:00:15.973>work <00:00:16.066>as <00:00:16.160>an <00:00:16.253>AI <00:00:16.346>engineer <00:00:16.439>at

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<00:00:17.510>I'm <00:00:17.511>Edwin. <00:00:17.512>I <00:00:17.513>work <00:00:17.514>as <00:00:17.515>an <00:00:17.516>AI <00:00:17.517>engineer <00:00:17.519>at

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<00:00:17.520>I'm <00:00:17.613>Edwin. <00:00:17.706>I <00:00:17.800>work <00:00:17.893>as <00:00:17.986>an <00:00:18.080>AI <00:00:18.173>engineer <00:00:18.266>at <00:00:18.360>InfoBIP. <00:00:18.453>And <00:00:18.546>today <00:00:18.640>we're <00:00:18.733>going <00:00:18.826>to <00:00:18.919>be

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<00:00:19.830>InfoBIP. <00:00:19.831>And <00:00:19.833>today <00:00:19.834>we're <00:00:19.836>going <00:00:19.837>to <00:00:19.839>be

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<00:00:19.840>InfoBIP. <00:00:19.967>And <00:00:20.094>today <00:00:20.221>we're <00:00:20.349>going <00:00:20.476>to <00:00:20.603>be <00:00:20.730>talking <00:00:20.858>about <00:00:20.985>uh, <00:00:21.112>making <00:00:21.240>documentation

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<00:00:22.390>talking <00:00:22.392>about <00:00:22.394>uh, <00:00:22.396>making <00:00:22.398>documentation

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<00:00:22.400>talking <00:00:22.516>about <00:00:22.633>uh, <00:00:22.750>making <00:00:22.866>documentation <00:00:22.983>ready <00:00:23.099>for <00:00:23.216>AI <00:00:23.333>agents. <00:00:23.450>So <00:00:23.566>uh, <00:00:23.683>I'm <00:00:23.799>just

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<00:00:30.150>very <00:00:30.151>simple <00:00:30.153>question. <00:00:30.154>Uh, <00:00:30.156>how <00:00:30.157>many <00:00:30.159>of

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<00:00:30.160>very <00:00:30.260>simple <00:00:30.360>question. <00:00:30.460>Uh, <00:00:30.560>how <00:00:30.660>many <00:00:30.760>of <00:00:30.860>you, <00:00:30.960>if <00:00:31.060>you <00:00:31.160>could <00:00:31.260>raise <00:00:31.360>your <00:00:31.460>hand, <00:00:31.560>have

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<00:00:32.389>you, <00:00:32.390>if <00:00:32.391>you <00:00:32.392>could <00:00:32.394>raise <00:00:32.395>your <00:00:32.396>hand, <00:00:32.398>have

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<00:00:32.399>you, <00:00:32.492>if <00:00:32.585>you <00:00:32.679>could <00:00:32.772>raise <00:00:32.865>your <00:00:32.959>hand, <00:00:33.052>have <00:00:33.145>at <00:00:33.239>one <00:00:33.332>point <00:00:33.425>asked <00:00:33.519>either <00:00:33.612>Chad <00:00:33.705>GPT <00:00:33.799>or

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<00:00:38.389>Claude <00:00:38.390>or <00:00:38.391>Gemini <00:00:38.392>or <00:00:38.394>whoever <00:00:38.395>to <00:00:38.396>read <00:00:38.398>a

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<00:00:38.399>Claude <00:00:38.515>or <00:00:38.632>Gemini <00:00:38.749>or <00:00:38.865>whoever <00:00:38.982>to <00:00:39.099>read <00:00:39.215>a <00:00:39.332>page <00:00:39.449>of <00:00:39.565>either <00:00:39.682>technical <00:00:39.799>documentation

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<00:00:40.630>page <00:00:40.632>of <00:00:40.634>either <00:00:40.636>technical <00:00:40.639>documentation

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<00:00:43.510>or <00:00:43.511>API <00:00:43.513>specification <00:00:43.515>or <00:00:43.517>whatever <00:00:43.519>and

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<00:00:43.520>or <00:00:43.647>API <00:00:43.774>specification <00:00:43.901>or <00:00:44.029>whatever <00:00:44.156>and <00:00:44.283>just <00:00:44.410>extract <00:00:44.538>some <00:00:44.665>information <00:00:44.792>for <00:00:44.920>you.

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<00:00:45.360>just <00:00:45.467>extract <00:00:45.575>some <00:00:45.683>information <00:00:45.790>for <00:00:45.898>you. <00:00:46.006>So, <00:00:46.113>please <00:00:46.221>show <00:00:46.329>hands. <00:00:46.436>A <00:00:46.544>lot <00:00:46.652>of <00:00:46.760>you.

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<00:00:49.029>So, <00:00:49.030>please <00:00:49.031>show <00:00:49.032>hands. <00:00:49.034>A <00:00:49.035>lot <00:00:49.036>of <00:00:49.038>you.

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<00:00:49.039>So, <00:00:49.126>please <00:00:49.214>show <00:00:49.301>hands. <00:00:49.389>A <00:00:49.476>lot <00:00:49.564>of <00:00:49.651>you. <00:00:49.739>Okay. <00:00:49.826>And <00:00:49.914>how <00:00:50.001>many <00:00:50.089>of <00:00:50.176>you <00:00:50.264>were <00:00:50.351>at <00:00:50.439>one

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<00:00:51.750>Okay. <00:00:51.751>And <00:00:51.752>how <00:00:51.753>many <00:00:51.754>of <00:00:51.755>you <00:00:51.756>were <00:00:51.757>at <00:00:51.759>one

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<00:00:51.760>Okay. <00:00:51.860>And <00:00:51.960>how <00:00:52.059>many <00:00:52.160>of <00:00:52.260>you <00:00:52.360>were <00:00:52.460>at <00:00:52.559>one <00:00:52.660>point <00:00:52.760>frustrated <00:00:52.860>with <00:00:52.960>the <00:00:53.059>result <00:00:53.160>of

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<00:00:53.670>point <00:00:53.671>frustrated <00:00:53.673>with <00:00:53.675>the <00:00:53.677>result <00:00:53.679>of

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<00:00:53.680>point <00:00:53.913>frustrated <00:00:54.146>with <00:00:54.380>the <00:00:54.613>result <00:00:54.846>of <00:00:55.080>that?

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that?

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<00:00:55.680>that? <00:00:55.913>Amazing. <00:00:56.146>then <00:00:56.380>this <00:00:56.613>will <00:00:56.846>be <00:00:57.080>the

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<00:00:57.750>Amazing. <00:00:57.751>then <00:00:57.753>this <00:00:57.755>will <00:00:57.757>be <00:00:57.759>the

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<00:00:57.760>Amazing. <00:00:57.876>then <00:00:57.993>this <00:00:58.110>will <00:00:58.226>be <00:00:58.343>the <00:00:58.460>presentation <00:00:58.576>for <00:00:58.693>you. <00:00:58.809>Great. <00:00:58.926>So, <00:00:59.043>uh <00:00:59.160>I'm

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<00:01:02.069>presentation <00:01:02.070>for <00:01:02.072>you. <00:01:02.073>Great. <00:01:02.075>So, <00:01:02.076>uh <00:01:02.078>I'm

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<00:01:02.079>presentation <00:01:02.179>for <00:01:02.279>you. <00:01:02.379>Great. <00:01:02.479>So, <00:01:02.579>uh <00:01:02.679>I'm <00:01:02.779>going <00:01:02.879>to <00:01:02.979>start <00:01:03.079>you <00:01:03.179>off <00:01:03.279>with <00:01:03.379>my <00:01:03.479>main

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<00:01:04.229>going <00:01:04.230>to <00:01:04.231>start <00:01:04.232>you <00:01:04.234>off <00:01:04.235>with <00:01:04.236>my <00:01:04.238>main

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<00:01:04.239>going <00:01:04.326>to <00:01:04.414>start <00:01:04.501>you <00:01:04.589>off <00:01:04.676>with <00:01:04.764>my <00:01:04.851>main <00:01:04.939>point <00:01:05.026>right <00:01:05.114>away <00:01:05.201>so <00:01:05.289>we <00:01:05.376>can <00:01:05.464>get <00:01:05.551>get <00:01:05.639>that

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<00:01:06.550>point <00:01:06.551>right <00:01:06.552>away <00:01:06.553>so <00:01:06.554>we <00:01:06.555>can <00:01:06.556>get <00:01:06.557>get <00:01:06.559>that

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<00:01:06.560>point <00:01:06.653>right <00:01:06.746>away <00:01:06.840>so <00:01:06.933>we <00:01:07.026>can <00:01:07.120>get <00:01:07.213>get <00:01:07.306>that <00:01:07.400>out <00:01:07.493>of <00:01:07.586>the <00:01:07.680>way. <00:01:07.773>So, <00:01:07.866>good <00:01:07.960>documentation

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<00:01:08.950>out <00:01:08.951>of <00:01:08.953>the <00:01:08.954>way. <00:01:08.956>So, <00:01:08.957>good <00:01:08.959>documentation

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<00:01:08.960>out <00:01:09.067>of <00:01:09.175>the <00:01:09.283>way. <00:01:09.390>So, <00:01:09.498>good <00:01:09.606>documentation <00:01:09.713>used <00:01:09.821>to <00:01:09.929>be <00:01:10.036>scannable <00:01:10.144>and <00:01:10.252>just <00:01:10.360>scannable.

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<00:01:11.429>used <00:01:11.430>to <00:01:11.432>be <00:01:11.433>scannable <00:01:11.435>and <00:01:11.436>just <00:01:11.437>scannable.

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<00:01:11.439>used <00:01:11.538>to <00:01:11.639>be <00:01:11.738>scannable <00:01:11.839>and <00:01:11.939>just <00:01:12.038>scannable. <00:01:12.139>It <00:01:12.238>was <00:01:12.339>enough <00:01:12.439>for <00:01:12.538>human <00:01:12.639>readers <00:01:12.738>to <00:01:12.839>be

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<00:01:13.510>It <00:01:13.511>was <00:01:13.512>enough <00:01:13.513>for <00:01:13.515>human <00:01:13.516>readers <00:01:13.517>to <00:01:13.518>be

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<00:01:13.520>It <00:01:13.613>was <00:01:13.706>enough <00:01:13.800>for <00:01:13.893>human <00:01:13.986>readers <00:01:14.080>to <00:01:14.173>be <00:01:14.266>able <00:01:14.360>to <00:01:14.453>read <00:01:14.546>it <00:01:14.640>like <00:01:14.733>in <00:01:14.826>a <00:01:14.920>nice

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<00:01:15.350>able <00:01:15.351>to <00:01:15.352>read <00:01:15.353>it <00:01:15.355>like <00:01:15.356>in <00:01:15.357>a <00:01:15.359>nice

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<00:01:15.360>able <00:01:15.453>to <00:01:15.546>read <00:01:15.640>it <00:01:15.733>like <00:01:15.826>in <00:01:15.920>a <00:01:16.013>nice <00:01:16.106>sequential <00:01:16.200>way. <00:01:16.293>Now, <00:01:16.386>it <00:01:16.480>also <00:01:16.573>needs <00:01:16.666>to <00:01:16.760>be

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<00:01:18.469>sequential <00:01:18.470>way. <00:01:18.471>Now, <00:01:18.472>it <00:01:18.474>also <00:01:18.475>needs <00:01:18.476>to <00:01:18.478>be

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<00:01:18.479>sequential <00:01:18.579>way. <00:01:18.679>Now, <00:01:18.779>it <00:01:18.879>also <00:01:18.979>needs <00:01:19.079>to <00:01:19.179>be <00:01:19.279>extractable <00:01:19.379>and <00:01:19.479>we're <00:01:19.579>going <00:01:19.679>to <00:01:19.779>see <00:01:19.879>what

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<00:01:20.630>extractable <00:01:20.631>and <00:01:20.633>we're <00:01:20.634>going <00:01:20.636>to <00:01:20.637>see <00:01:20.639>what

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<00:01:20.640>extractable <00:01:20.756>and <00:01:20.873>we're <00:01:20.990>going <00:01:21.106>to <00:01:21.223>see <00:01:21.340>what <00:01:21.456>that <00:01:21.573>means <00:01:21.690>through <00:01:21.806>this <00:01:21.923>presentation. <00:01:22.040>So

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<00:01:23.109>that <00:01:23.110>means <00:01:23.112>through <00:01:23.114>this <00:01:23.116>presentation. <00:01:23.118>So

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<00:01:23.119>that <00:01:23.212>means <00:01:23.305>through <00:01:23.399>this <00:01:23.492>presentation. <00:01:23.585>So <00:01:23.679>what <00:01:23.772>the <00:01:23.865>point <00:01:23.959>of <00:01:24.052>today <00:01:24.145>is <00:01:24.239>is <00:01:24.332>for <00:01:24.425>me <00:01:24.519>to

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<00:01:25.830>what <00:01:25.831>the <00:01:25.832>point <00:01:25.833>of <00:01:25.834>today <00:01:25.835>is <00:01:25.836>is <00:01:25.837>for <00:01:25.838>me <00:01:25.839>to

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<00:01:25.840>what <00:01:25.940>the <00:01:26.040>point <00:01:26.140>of <00:01:26.240>today <00:01:26.340>is <00:01:26.440>is <00:01:26.540>for <00:01:26.640>me <00:01:26.740>to <00:01:26.840>show <00:01:26.940>you <00:01:27.040>some <00:01:27.140>techniques <00:01:27.240>both

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<00:01:28.230>show <00:01:28.232>you <00:01:28.234>some <00:01:28.236>techniques <00:01:28.238>both

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<00:01:28.240>show <00:01:28.380>you <00:01:28.520>some <00:01:28.660>techniques <00:01:28.800>both <00:01:28.940>non-technical <00:01:29.080>as <00:01:29.220>in <00:01:29.360>pros <00:01:29.500>and <00:01:29.640>technical

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<00:01:31.830>non-technical <00:01:31.831>as <00:01:31.833>in <00:01:31.835>pros <00:01:31.837>and <00:01:31.839>technical

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<00:01:31.840>non-technical <00:01:31.947>as <00:01:32.055>in <00:01:32.163>pros <00:01:32.270>and <00:01:32.378>technical <00:01:32.486>as <00:01:32.593>in <00:01:32.701>uh <00:01:32.809>you'll <00:01:32.916>see <00:01:33.024>for <00:01:33.132>example <00:01:33.240>semantic

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<00:01:34.870>as <00:01:34.871>in <00:01:34.872>uh <00:01:34.873>you'll <00:01:34.875>see <00:01:34.876>for <00:01:34.877>example <00:01:34.878>semantic

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<00:01:34.880>as <00:01:34.979>in <00:01:35.080>uh <00:01:35.179>you'll <00:01:35.280>see <00:01:35.380>for <00:01:35.479>example <00:01:35.580>semantic <00:01:35.679>HTML <00:01:35.780>on <00:01:35.880>how <00:01:35.979>to <00:01:36.080>make <00:01:36.179>your <00:01:36.280>presentation

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<00:01:37.990>HTML <00:01:37.991>on <00:01:37.993>how <00:01:37.994>to <00:01:37.996>make <00:01:37.997>your <00:01:37.999>presentation

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<00:01:38.000>HTML <00:01:38.100>on <00:01:38.200>how <00:01:38.300>to <00:01:38.400>make <00:01:38.500>your <00:01:38.600>presentation <00:01:38.700>more <00:01:38.800>readable <00:01:38.900>for <00:01:39.000>AI <00:01:39.100>agents <00:01:39.200>while <00:01:39.300>at <00:01:39.400>the

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<00:01:40.870>more <00:01:40.871>readable <00:01:40.872>for <00:01:40.873>AI <00:01:40.875>agents <00:01:40.876>while <00:01:40.877>at <00:01:40.878>the

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<00:01:40.880>more <00:01:40.979>readable <00:01:41.080>for <00:01:41.179>AI <00:01:41.280>agents <00:01:41.380>while <00:01:41.479>at <00:01:41.580>the <00:01:41.679>same <00:01:41.780>time <00:01:41.880>making <00:01:41.979>it <00:01:42.080>not <00:01:42.179>less <00:01:42.280>readable

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<00:01:43.749>same <00:01:43.750>time <00:01:43.752>making <00:01:43.753>it <00:01:43.755>not <00:01:43.756>less <00:01:43.758>readable

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<00:01:43.759>same <00:01:43.859>time <00:01:43.959>making <00:01:44.059>it <00:01:44.159>not <00:01:44.259>less <00:01:44.359>readable <00:01:44.459>for <00:01:44.559>humans. <00:01:44.659>So <00:01:44.759>we're <00:01:44.859>going <00:01:44.959>to <00:01:45.059>keep <00:01:45.159>it

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<00:01:45.350>for <00:01:45.351>humans. <00:01:45.352>So <00:01:45.353>we're <00:01:45.355>going <00:01:45.356>to <00:01:45.357>keep <00:01:45.359>it

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<00:01:45.360>for <00:01:45.453>humans. <00:01:45.546>So <00:01:45.640>we're <00:01:45.733>going <00:01:45.826>to <00:01:45.920>keep <00:01:46.013>it <00:01:46.106>useful <00:01:46.200>for <00:01:46.293>humans <00:01:46.386>and <00:01:46.480>make <00:01:46.573>it <00:01:46.666>even <00:01:46.760>more

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<00:01:47.830>useful <00:01:47.831>for <00:01:47.832>humans <00:01:47.833>and <00:01:47.835>make <00:01:47.836>it <00:01:47.837>even <00:01:47.839>more

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<00:01:47.840>useful <00:01:47.956>for <00:01:48.073>humans <00:01:48.190>and <00:01:48.306>make <00:01:48.423>it <00:01:48.540>even <00:01:48.656>more <00:01:48.773>so <00:01:48.890>useful <00:01:49.006>for <00:01:49.123>AI <00:01:49.240>agents.

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<00:01:52.069>so <00:01:52.071>useful <00:01:52.073>for <00:01:52.075>AI <00:01:52.078>agents.

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<00:01:52.079>so <00:01:52.195>useful <00:01:52.312>for <00:01:52.429>AI <00:01:52.545>agents. <00:01:52.662>So <00:01:52.779>uh <00:01:52.895>this <00:01:53.012>is <00:01:53.129>what <00:01:53.245>we've <00:01:53.362>been <00:01:53.479>dealing

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<00:01:54.550>So <00:01:54.551>uh <00:01:54.552>this <00:01:54.553>is <00:01:54.555>what <00:01:54.556>we've <00:01:54.557>been <00:01:54.559>dealing

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<00:01:54.560>So <00:01:54.653>uh <00:01:54.746>this <00:01:54.840>is <00:01:54.933>what <00:01:55.026>we've <00:01:55.120>been <00:01:55.213>dealing <00:01:55.306>with <00:01:55.400>for <00:01:55.493>our <00:01:55.586>entire <00:01:55.680>lives <00:01:55.773>up <00:01:55.866>to <00:01:55.960>maybe

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<00:01:57.429>with <00:01:57.430>for <00:01:57.431>our <00:01:57.432>entire <00:01:57.434>lives <00:01:57.435>up <00:01:57.436>to <00:01:57.437>maybe

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<00:01:57.439>with <00:01:57.521>for <00:01:57.603>our <00:01:57.686>entire <00:01:57.768>lives <00:01:57.850>up <00:01:57.933>to <00:01:58.015>maybe <00:01:58.097>one <00:01:58.180>and <00:01:58.262>a <00:01:58.344>half <00:01:58.427>to <00:01:58.509>two <00:01:58.591>years <00:01:58.674>ago. <00:01:58.756>So <00:01:58.839>uh

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<00:02:00.950>one <00:02:00.951>and <00:02:00.952>a <00:02:00.953>half <00:02:00.954>to <00:02:00.955>two <00:02:00.956>years <00:02:00.957>ago. <00:02:00.958>So <00:02:00.958>uh

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<00:02:00.960>one <00:02:01.029>and <00:02:01.100>a <00:02:01.169>half <00:02:01.240>to <00:02:01.309>two <00:02:01.380>years <00:02:01.449>ago. <00:02:01.520>So <00:02:01.589>uh <00:02:01.660>we <00:02:01.729>have <00:02:01.800>a <00:02:01.869>human <00:02:01.940>on <00:02:02.009>one <00:02:02.080>side. <00:02:02.149>It <00:02:02.220>can <00:02:02.289>be <00:02:02.360>a

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<00:02:03.350>we <00:02:03.350>have <00:02:03.351>a <00:02:03.352>human <00:02:03.353>on <00:02:03.354>one <00:02:03.355>side. <00:02:03.356>It <00:02:03.357>can <00:02:03.358>be <00:02:03.359>a

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<00:02:03.360>we <00:02:03.440>have <00:02:03.521>a <00:02:03.602>human <00:02:03.683>on <00:02:03.764>one <00:02:03.845>side. <00:02:03.926>It <00:02:04.007>can <00:02:04.088>be <00:02:04.169>a <00:02:04.250>developer, <00:02:04.331>it <00:02:04.412>can <00:02:04.493>be <00:02:04.574>basically

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<00:02:04.709>developer, <00:02:04.711>it <00:02:04.713>can <00:02:04.715>be <00:02:04.717>basically

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<00:02:04.719>developer, <00:02:04.846>it <00:02:04.973>can <00:02:05.100>be <00:02:05.228>basically <00:02:05.355>everybody. <00:02:05.482>On <00:02:05.609>the <00:02:05.737>other <00:02:05.864>side <00:02:05.991>we <00:02:06.119>have

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<00:02:06.789>everybody. <00:02:06.790>On <00:02:06.792>the <00:02:06.793>other <00:02:06.795>side <00:02:06.796>we <00:02:06.798>have

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<00:02:06.799>everybody. <00:02:06.939>On <00:02:07.079>the <00:02:07.219>other <00:02:07.359>side <00:02:07.499>we <00:02:07.639>have <00:02:07.779>documentation <00:02:07.919>API <00:02:08.059>specification, <00:02:08.199>product

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<00:02:09.350>documentation <00:02:09.353>API <00:02:09.356>specification, <00:02:09.359>product

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<00:02:09.360>documentation <00:02:09.560>API <00:02:09.760>specification, <00:02:09.960>product <00:02:10.160>documentation, <00:02:10.360>updates, <00:02:10.560>change <00:02:10.760>logs,

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<00:02:11.589>documentation, <00:02:11.591>updates, <00:02:11.595>change <00:02:11.597>logs,

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<00:02:11.599>documentation, <00:02:11.754>updates, <00:02:11.910>change <00:02:12.065>logs, <00:02:12.221>whatever. <00:02:12.376>And <00:02:12.532>the <00:02:12.687>human <00:02:12.843>reads <00:02:12.999>the

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<00:02:14.070>whatever. <00:02:14.071>And <00:02:14.073>the <00:02:14.075>human <00:02:14.077>reads <00:02:14.079>the

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<00:02:14.080>whatever. <00:02:14.313>And <00:02:14.546>the <00:02:14.780>human <00:02:15.013>reads <00:02:15.246>the <00:02:15.480>documentation.

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documentation.

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<00:02:16.079>documentation. <00:02:16.313>It <00:02:16.546>gets <00:02:16.779>data <00:02:17.013>from <00:02:17.246>the <00:02:17.480>documentation,

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<00:02:18.228>It <00:02:18.230>gets <00:02:18.232>data <00:02:18.234>from <00:02:18.236>the <00:02:18.238>documentation,

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<00:02:18.239>It <00:02:18.379>gets <00:02:18.519>data <00:02:18.659>from <00:02:18.799>the <00:02:18.939>documentation, <00:02:19.079>gets <00:02:19.219>information, <00:02:19.359>uses <00:02:19.499>that <00:02:19.639>information

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<00:02:20.390>gets <00:02:20.392>information, <00:02:20.394>uses <00:02:20.396>that <00:02:20.399>information

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<00:02:20.400>gets <00:02:20.527>information, <00:02:20.654>uses <00:02:20.781>that <00:02:20.909>information <00:02:21.036>either <00:02:21.163>to <00:02:21.290>the <00:02:21.418>development <00:02:21.545>process <00:02:21.672>or <00:02:21.800>for

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<00:02:22.309>either <00:02:22.310>to <00:02:22.311>the <00:02:22.313>development <00:02:22.315>process <00:02:22.316>or <00:02:22.317>for

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<00:02:22.319>either <00:02:22.426>to <00:02:22.534>the <00:02:22.642>development <00:02:22.749>process <00:02:22.857>or <00:02:22.965>for <00:02:23.072>some <00:02:23.180>other <00:02:23.288>reason. <00:02:23.395>But <00:02:23.503>the <00:02:23.611>reader <00:02:23.719>has

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<00:02:25.430>some <00:02:25.431>other <00:02:25.433>reason. <00:02:25.434>But <00:02:25.436>the <00:02:25.437>reader <00:02:25.439>has

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<00:02:25.440>some <00:02:25.556>other <00:02:25.673>reason. <00:02:25.790>But <00:02:25.906>the <00:02:26.023>reader <00:02:26.140>has <00:02:26.256>changed <00:02:26.373>recently. <00:02:26.490>So <00:02:26.606>now <00:02:26.723>we <00:02:26.840>introduce

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<00:02:28.228>changed <00:02:28.230>recently. <00:02:28.232>So <00:02:28.234>now <00:02:28.236>we <00:02:28.238>introduce

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<00:02:28.239>changed <00:02:28.346>recently. <00:02:28.454>So <00:02:28.562>now <00:02:28.669>we <00:02:28.777>introduce <00:02:28.885>this <00:02:28.992>fun <00:02:29.100>little <00:02:29.208>pink <00:02:29.315>box <00:02:29.423>in <00:02:29.531>between <00:02:29.639>and

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<00:02:30.790>this <00:02:30.791>fun <00:02:30.792>little <00:02:30.793>pink <00:02:30.795>box <00:02:30.796>in <00:02:30.797>between <00:02:30.799>and

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<00:02:30.800>this <00:02:30.887>fun <00:02:30.975>little <00:02:31.062>pink <00:02:31.150>box <00:02:31.237>in <00:02:31.325>between <00:02:31.412>and <00:02:31.500>this <00:02:31.587>fun <00:02:31.675>little <00:02:31.762>pink <00:02:31.850>box <00:02:31.937>is <00:02:32.025>AI. <00:02:32.112>So <00:02:32.200>what

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<00:02:33.829>this <00:02:33.831>fun <00:02:33.832>little <00:02:33.833>pink <00:02:33.834>box <00:02:33.835>is <00:02:33.836>AI. <00:02:33.837>So <00:02:33.839>what

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<00:02:33.840>this <00:02:33.933>fun <00:02:34.026>little <00:02:34.120>pink <00:02:34.213>box <00:02:34.306>is <00:02:34.400>AI. <00:02:34.493>So <00:02:34.586>what <00:02:34.680>basically <00:02:34.773>happens <00:02:34.866>uh <00:02:34.960>instead <00:02:35.053>of <00:02:35.146>me <00:02:35.240>going

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<00:02:36.150>basically <00:02:36.151>happens <00:02:36.153>uh <00:02:36.154>instead <00:02:36.156>of <00:02:36.157>me <00:02:36.159>going

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<00:02:36.160>basically <00:02:36.276>happens <00:02:36.393>uh <00:02:36.510>instead <00:02:36.626>of <00:02:36.743>me <00:02:36.859>going <00:02:36.976>to <00:02:37.093>uh <00:02:37.210>documentation <00:02:37.326>or <00:02:37.443>API <00:02:37.560>specification

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<00:02:39.270>to <00:02:39.271>uh <00:02:39.273>documentation <00:02:39.275>or <00:02:39.277>API <00:02:39.279>specification

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<00:02:39.280>to <00:02:39.367>uh <00:02:39.455>documentation <00:02:39.542>or <00:02:39.630>API <00:02:39.717>specification <00:02:39.805>uh <00:02:39.892>I <00:02:39.980>am <00:02:40.067>too <00:02:40.155>lazy <00:02:40.242>to <00:02:40.330>read <00:02:40.417>all <00:02:40.505>of <00:02:40.592>that. <00:02:40.680>So

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<00:02:41.030>uh <00:02:41.030>I <00:02:41.031>am <00:02:41.032>too <00:02:41.033>lazy <00:02:41.034>to <00:02:41.035>read <00:02:41.036>all <00:02:41.037>of <00:02:41.038>that. <00:02:41.039>So

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<00:02:41.040>uh <00:02:41.113>I <00:02:41.187>am <00:02:41.261>too <00:02:41.334>lazy <00:02:41.408>to <00:02:41.482>read <00:02:41.555>all <00:02:41.629>of <00:02:41.703>that. <00:02:41.776>So <00:02:41.850>I <00:02:41.924>just <00:02:41.997>say <00:02:42.071>hey <00:02:42.145>chat <00:02:42.218>GPT <00:02:42.292>please <00:02:42.366>uh <00:02:42.440>find

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<00:02:44.470>I <00:02:44.471>just <00:02:44.472>say <00:02:44.473>hey <00:02:44.474>chat <00:02:44.475>GPT <00:02:44.476>please <00:02:44.477>uh <00:02:44.478>find

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<00:02:44.480>I <00:02:44.567>just <00:02:44.655>say <00:02:44.742>hey <00:02:44.829>chat <00:02:44.917>GPT <00:02:45.005>please <00:02:45.092>uh <00:02:45.179>find <00:02:45.267>this <00:02:45.355>and <00:02:45.442>this <00:02:45.530>and <00:02:45.617>that <00:02:45.704>and <00:02:45.792>this <00:02:45.880>API

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<00:02:46.390>this <00:02:46.391>and <00:02:46.392>this <00:02:46.393>and <00:02:46.395>that <00:02:46.396>and <00:02:46.397>this <00:02:46.399>API

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<00:02:46.400>this <00:02:46.493>and <00:02:46.586>this <00:02:46.680>and <00:02:46.773>that <00:02:46.866>and <00:02:46.960>this <00:02:47.053>API <00:02:47.146>endpoint <00:02:47.240>if <00:02:47.333>it <00:02:47.426>exists <00:02:47.520>please <00:02:47.613>tell <00:02:47.706>me <00:02:47.800>how

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<00:02:48.309>endpoint <00:02:48.310>if <00:02:48.311>it <00:02:48.312>exists <00:02:48.314>please <00:02:48.315>tell <00:02:48.316>me <00:02:48.318>how

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<00:02:48.319>endpoint <00:02:48.406>if <00:02:48.494>it <00:02:48.581>exists <00:02:48.669>please <00:02:48.756>tell <00:02:48.844>me <00:02:48.931>how <00:02:49.019>to <00:02:49.106>use <00:02:49.194>it. <00:02:49.281>Then <00:02:49.369>what <00:02:49.456>the <00:02:49.544>AI <00:02:49.631>agent <00:02:49.719>does

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<00:02:51.270>to <00:02:51.271>use <00:02:51.272>it. <00:02:51.273>Then <00:02:51.274>what <00:02:51.275>the <00:02:51.276>AI <00:02:51.277>agent <00:02:51.279>does

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<00:02:51.280>to <00:02:51.362>use <00:02:51.444>it. <00:02:51.527>Then <00:02:51.609>what <00:02:51.691>the <00:02:51.774>AI <00:02:51.856>agent <00:02:51.938>does <00:02:52.021>opens <00:02:52.103>up <00:02:52.185>the <00:02:52.268>docs <00:02:52.350>or <00:02:52.432>searches <00:02:52.515>it <00:02:52.597>on <00:02:52.680>the

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<00:02:53.350>opens <00:02:53.351>up <00:02:53.352>the <00:02:53.353>docs <00:02:53.354>or <00:02:53.355>searches <00:02:53.356>it <00:02:53.357>on <00:02:53.359>the

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<00:02:53.360>opens <00:02:53.453>up <00:02:53.546>the <00:02:53.640>docs <00:02:53.733>or <00:02:53.826>searches <00:02:53.920>it <00:02:54.013>on <00:02:54.106>the <00:02:54.200>web <00:02:54.293>uh <00:02:54.386>finds <00:02:54.480>the <00:02:54.573>result <00:02:54.666>does <00:02:54.760>some

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<00:02:56.630>web <00:02:56.631>uh <00:02:56.632>finds <00:02:56.634>the <00:02:56.636>result <00:02:56.637>does <00:02:56.638>some

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<00:02:56.640>web <00:02:56.756>uh <00:02:56.873>finds <00:02:56.989>the <00:02:57.106>result <00:02:57.223>does <00:02:57.339>some <00:02:57.456>magical <00:02:57.573>linear <00:02:57.690>algebra <00:02:57.806>with <00:02:57.923>it <00:02:58.040>and

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<00:02:58.630>magical <00:02:58.631>linear <00:02:58.633>algebra <00:02:58.635>with <00:02:58.637>it <00:02:58.638>and

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<00:02:58.640>magical <00:02:58.739>linear <00:02:58.839>algebra <00:02:58.940>with <00:02:59.040>it <00:02:59.140>and <00:02:59.239>returns <00:02:59.339>the <00:02:59.440>result <00:02:59.540>to <00:02:59.640>us <00:02:59.739>back. <00:02:59.839>So <00:02:59.940>now <00:03:00.040>we

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<00:03:01.270>returns <00:03:01.271>the <00:03:01.272>result <00:03:01.273>to <00:03:01.274>us <00:03:01.275>back. <00:03:01.276>So <00:03:01.277>now <00:03:01.279>we

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<00:03:01.280>returns <00:03:01.362>the <00:03:01.444>result <00:03:01.527>to <00:03:01.609>us <00:03:01.691>back. <00:03:01.774>So <00:03:01.856>now <00:03:01.938>we <00:03:02.021>have <00:03:02.103>this <00:03:02.185>fun <00:03:02.268>box <00:03:02.350>in <00:03:02.432>the <00:03:02.515>middle. <00:03:02.597>Uh <00:03:02.680>the

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<00:03:03.430>have <00:03:03.431>this <00:03:03.432>fun <00:03:03.433>box <00:03:03.434>in <00:03:03.435>the <00:03:03.436>middle. <00:03:03.437>Uh <00:03:03.439>the

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<00:03:03.440>have <00:03:03.527>this <00:03:03.615>fun <00:03:03.702>box <00:03:03.790>in <00:03:03.877>the <00:03:03.965>middle. <00:03:04.052>Uh <00:03:04.140>the <00:03:04.227>problem <00:03:04.315>is <00:03:04.402>that <00:03:04.490>this <00:03:04.577>fun <00:03:04.665>box <00:03:04.752>in <00:03:04.840>the

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<00:03:05.350>problem <00:03:05.351>is <00:03:05.352>that <00:03:05.353>this <00:03:05.355>fun <00:03:05.356>box <00:03:05.357>in <00:03:05.359>the

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<00:03:05.360>problem <00:03:05.453>is <00:03:05.546>that <00:03:05.640>this <00:03:05.733>fun <00:03:05.826>box <00:03:05.920>in <00:03:06.013>the <00:03:06.106>middle <00:03:06.200>does <00:03:06.293>not <00:03:06.386>read <00:03:06.480>the <00:03:06.573>same <00:03:06.666>way <00:03:06.760>as

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<00:03:07.190>middle <00:03:07.191>does <00:03:07.192>not <00:03:07.193>read <00:03:07.195>the <00:03:07.196>same <00:03:07.197>way <00:03:07.198>as

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<00:03:07.200>middle <00:03:07.293>does <00:03:07.386>not <00:03:07.480>read <00:03:07.573>the <00:03:07.666>same <00:03:07.760>way <00:03:07.853>as <00:03:07.946>humans <00:03:08.040>do. <00:03:08.133>uh <00:03:08.226>AI <00:03:08.320>reads <00:03:08.413>in <00:03:08.506>a <00:03:08.600>completely

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<00:03:11.030>humans <00:03:11.031>do. <00:03:11.032>uh <00:03:11.033>AI <00:03:11.035>reads <00:03:11.036>in <00:03:11.037>a <00:03:11.039>completely

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<00:03:11.040>humans <00:03:11.131>do. <00:03:11.223>uh <00:03:11.315>AI <00:03:11.407>reads <00:03:11.499>in <00:03:11.591>a <00:03:11.683>completely <00:03:11.775>different <00:03:11.867>way <00:03:11.959>and <00:03:12.051>we're <00:03:12.143>going <00:03:12.235>to <00:03:12.327>see

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<00:03:12.470>different <00:03:12.471>way <00:03:12.472>and <00:03:12.474>we're <00:03:12.476>going <00:03:12.477>to <00:03:12.478>see

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<00:03:12.480>different <00:03:12.655>way <00:03:12.829>and <00:03:13.005>we're <00:03:13.179>going <00:03:13.355>to <00:03:13.530>see <00:03:13.704>exactly <00:03:13.880>how.

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<00:03:15.670>exactly <00:03:15.679>how.

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<00:03:15.680>exactly <00:03:15.835>how. <00:03:15.991>This <00:03:16.146>is <00:03:16.302>just <00:03:16.457>some <00:03:16.613>results <00:03:16.768>from <00:03:16.924>the <00:03:17.080>Stack

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<00:03:17.750>This <00:03:17.751>is <00:03:17.752>just <00:03:17.753>some <00:03:17.755>results <00:03:17.756>from <00:03:17.757>the <00:03:17.759>Stack

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<00:03:17.760>This <00:03:17.876>is <00:03:17.993>just <00:03:18.109>some <00:03:18.226>results <00:03:18.343>from <00:03:18.459>the <00:03:18.576>Stack <00:03:18.693>Overflow <00:03:18.810>developer <00:03:18.926>survey <00:03:19.043>from <00:03:19.160>last

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<00:03:19.670>Overflow <00:03:19.672>developer <00:03:19.674>survey <00:03:19.676>from <00:03:19.679>last

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<00:03:19.680>Overflow <00:03:19.807>developer <00:03:19.934>survey <00:03:20.061>from <00:03:20.189>last <00:03:20.316>year. <00:03:20.443>So, <00:03:20.570>their <00:03:20.698>most <00:03:20.825>recent <00:03:20.952>one <00:03:21.080>that

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<00:03:21.589>year. <00:03:21.590>So, <00:03:21.591>their <00:03:21.593>most <00:03:21.595>recent <00:03:21.596>one <00:03:21.597>that

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<00:03:21.599>year. <00:03:21.698>So, <00:03:21.798>their <00:03:21.899>most <00:03:21.999>recent <00:03:22.099>one <00:03:22.198>that <00:03:22.298>I've <00:03:22.399>gathered <00:03:22.499>and <00:03:22.599>as <00:03:22.698>you <00:03:22.798>can <00:03:22.899>see <00:03:22.999>here,

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<00:03:25.910>I've <00:03:25.911>gathered <00:03:25.912>and <00:03:25.913>as <00:03:25.915>you <00:03:25.916>can <00:03:25.917>see <00:03:25.919>here,

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<00:03:25.920>I've <00:03:26.020>gathered <00:03:26.120>and <00:03:26.220>as <00:03:26.320>you <00:03:26.420>can <00:03:26.520>see <00:03:26.620>here, <00:03:26.720>the <00:03:26.820>vast <00:03:26.920>majority <00:03:27.020>of <00:03:27.120>developers <00:03:27.220>uses <00:03:27.320>AI

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<00:03:28.949>the <00:03:28.950>vast <00:03:28.952>majority <00:03:28.953>of <00:03:28.955>developers <00:03:28.956>uses <00:03:28.958>AI

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<00:03:28.959>the <00:03:29.066>vast <00:03:29.174>majority <00:03:29.282>of <00:03:29.389>developers <00:03:29.497>uses <00:03:29.605>AI <00:03:29.712>in <00:03:29.820>their <00:03:29.928>everyday <00:03:30.035>work, <00:03:30.143>which <00:03:30.251>should <00:03:30.359>be

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<00:03:30.630>in <00:03:30.631>their <00:03:30.632>everyday <00:03:30.634>work, <00:03:30.636>which <00:03:30.637>should <00:03:30.638>be

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<00:03:30.640>in <00:03:30.747>their <00:03:30.855>everyday <00:03:30.963>work, <00:03:31.070>which <00:03:31.178>should <00:03:31.286>be <00:03:31.393>no <00:03:31.501>surprise <00:03:31.609>to <00:03:31.716>anyone <00:03:31.824>here. <00:03:31.932>uh <00:03:32.040>however

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<00:03:34.070>no <00:03:34.071>surprise <00:03:34.072>to <00:03:34.074>anyone <00:03:34.076>here. <00:03:34.077>uh <00:03:34.078>however

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<00:03:34.079>no <00:03:34.179>surprise <00:03:34.279>to <00:03:34.380>anyone <00:03:34.480>here. <00:03:34.579>uh <00:03:34.679>however <00:03:34.779>most <00:03:34.880>developers <00:03:34.980>or <00:03:35.079>let's <00:03:35.179>say <00:03:35.279>46% <00:03:35.380>so <00:03:35.480>at

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<00:03:39.509>most <00:03:39.510>developers <00:03:39.511>or <00:03:39.512>let's <00:03:39.514>say <00:03:39.515>46% <00:03:39.516>so <00:03:39.518>at

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<00:03:39.519>most <00:03:39.612>developers <00:03:39.705>or <00:03:39.799>let's <00:03:39.892>say <00:03:39.985>46% <00:03:40.079>so <00:03:40.172>at <00:03:40.265>least <00:03:40.359>half <00:03:40.452>do <00:03:40.545>not <00:03:40.639>really <00:03:40.732>trust <00:03:40.825>AI <00:03:40.919>with

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<00:03:42.710>least <00:03:42.711>half <00:03:42.712>do <00:03:42.713>not <00:03:42.715>really <00:03:42.716>trust <00:03:42.717>AI <00:03:42.719>with

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<00:03:42.720>least <00:03:42.827>half <00:03:42.935>do <00:03:43.043>not <00:03:43.150>really <00:03:43.258>trust <00:03:43.366>AI <00:03:43.473>with <00:03:43.581>their <00:03:43.689>output <00:03:43.796>and <00:03:43.904>they're <00:03:44.012>not <00:03:44.120>really

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<00:03:44.630>their <00:03:44.631>output <00:03:44.633>and <00:03:44.635>they're <00:03:44.637>not <00:03:44.638>really

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<00:03:44.640>their <00:03:44.767>output <00:03:44.894>and <00:03:45.021>they're <00:03:45.149>not <00:03:45.276>really <00:03:45.403>satisfied <00:03:45.530>with <00:03:45.658>the <00:03:45.785>output. <00:03:45.912>The <00:03:46.040>number

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<00:03:46.869>satisfied <00:03:46.870>with <00:03:46.872>the <00:03:46.874>output. <00:03:46.876>The <00:03:46.878>number

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<00:03:46.879>satisfied <00:03:46.986>with <00:03:47.094>the <00:03:47.202>output. <00:03:47.309>The <00:03:47.417>number <00:03:47.525>one <00:03:47.632>reason <00:03:47.740>why <00:03:47.848>they <00:03:47.955>do <00:03:48.063>not <00:03:48.171>trust <00:03:48.279>AI,

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<00:03:49.589>one <00:03:49.590>reason <00:03:49.591>why <00:03:49.592>they <00:03:49.594>do <00:03:49.595>not <00:03:49.596>trust <00:03:49.597>AI,

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<00:03:49.599>one <00:03:49.698>reason <00:03:49.798>why <00:03:49.899>they <00:03:49.999>do <00:03:50.099>not <00:03:50.198>trust <00:03:50.298>AI, <00:03:50.399>this <00:03:50.499>is <00:03:50.599>also <00:03:50.698>information <00:03:50.798>from <00:03:50.899>the <00:03:50.999>survey

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<00:03:57.680>correct <00:03:57.780>but <00:03:57.880>it's <00:03:57.980>not. <00:03:58.080>Uh <00:03:58.180>that's <00:03:58.280>because <00:03:58.380>all <00:03:58.480>of <00:03:58.580>these <00:03:58.680>AI <00:03:58.780>agents <00:03:58.880>are <00:03:58.980>very <00:03:59.080>very

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<00:04:03.750>confident <00:04:03.751>at <00:04:03.753>making <00:04:03.754>stuff <00:04:03.756>up <00:04:03.757>and <00:04:03.759>they

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<00:04:03.760>confident <00:04:03.867>at <00:04:03.975>making <00:04:04.083>stuff <00:04:04.190>up <00:04:04.298>and <00:04:04.406>they <00:04:04.513>sound <00:04:04.621>very <00:04:04.729>confident <00:04:04.836>when <00:04:04.944>they <00:04:05.052>just <00:04:05.160>make

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<00:04:06.149>sound <00:04:06.150>very <00:04:06.152>confident <00:04:06.153>when <00:04:06.155>they <00:04:06.156>just <00:04:06.158>make

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<00:04:06.159>sound <00:04:06.252>very <00:04:06.345>confident <00:04:06.439>when <00:04:06.532>they <00:04:06.625>just <00:04:06.719>make <00:04:06.812>stuff <00:04:06.905>up. <00:04:06.999>So <00:04:07.092>this <00:04:07.185>is <00:04:07.279>a <00:04:07.372>real <00:04:07.465>problem <00:04:07.559>and

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<00:04:13.670>what <00:04:13.671>this <00:04:13.673>tells <00:04:13.674>us <00:04:13.676>is <00:04:13.677>okay <00:04:13.679>developers

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<00:04:13.680>what <00:04:13.780>this <00:04:13.880>tells <00:04:13.980>us <00:04:14.080>is <00:04:14.180>okay <00:04:14.280>developers <00:04:14.380>use <00:04:14.480>AI <00:04:14.580>and <00:04:14.680>that's <00:04:14.780>good <00:04:14.880>that's <00:04:14.980>here <00:04:15.080>to

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<00:04:15.509>use <00:04:15.510>AI <00:04:15.511>and <00:04:15.512>that's <00:04:15.514>good <00:04:15.515>that's <00:04:15.516>here <00:04:15.518>to

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<00:04:15.519>use <00:04:15.606>AI <00:04:15.694>and <00:04:15.781>that's <00:04:15.869>good <00:04:15.956>that's <00:04:16.043>here <00:04:16.131>to <00:04:16.219>stay <00:04:16.306>but <00:04:16.394>they <00:04:16.481>do <00:04:16.569>not <00:04:16.656>really <00:04:16.744>trust <00:04:16.831>the <00:04:16.918>AI

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<00:04:18.069>stay <00:04:18.070>but <00:04:18.071>they <00:04:18.072>do <00:04:18.073>not <00:04:18.074>really <00:04:18.075>trust <00:04:18.076>the <00:04:18.078>AI

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<00:04:18.079>stay <00:04:18.161>but <00:04:18.243>they <00:04:18.326>do <00:04:18.408>not <00:04:18.490>really <00:04:18.573>trust <00:04:18.655>the <00:04:18.737>AI <00:04:18.820>that <00:04:18.902>they <00:04:18.984>use. <00:04:19.067>Uh <00:04:19.149>we <00:04:19.231>can <00:04:19.314>kind <00:04:19.396>of <00:04:19.478>bridge

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<00:04:20.399>that <00:04:20.500>they <00:04:20.599>use. <00:04:20.700>Uh <00:04:20.799>we <00:04:20.899>can <00:04:21.000>kind <00:04:21.099>of <00:04:21.200>bridge <00:04:21.299>that <00:04:21.399>gap <00:04:21.500>using <00:04:21.599>better <00:04:21.700>documentation <00:04:21.799>and

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<00:04:22.950>that <00:04:22.951>gap <00:04:22.953>using <00:04:22.955>better <00:04:22.957>documentation <00:04:22.959>and

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<00:04:25.590>we'll <00:04:25.594>see <00:04:25.599>how.

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<00:04:25.600>we'll <00:04:25.727>see <00:04:25.854>how. <00:04:25.981>So <00:04:26.109>uh <00:04:26.236>when <00:04:26.363>I <00:04:26.490>told <00:04:26.618>you <00:04:26.745>recently <00:04:26.872>that <00:04:27.000>uh

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<00:04:28.070>So <00:04:28.071>uh <00:04:28.072>when <00:04:28.073>I <00:04:28.074>told <00:04:28.075>you <00:04:28.076>recently <00:04:28.077>that <00:04:28.079>uh

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<00:04:28.080>So <00:04:28.173>uh <00:04:28.266>when <00:04:28.359>I <00:04:28.453>told <00:04:28.546>you <00:04:28.640>recently <00:04:28.733>that <00:04:28.826>uh <00:04:28.919>AI <00:04:29.013>reads <00:04:29.106>pages <00:04:29.200>differently <00:04:29.293>than <00:04:29.386>you <00:04:29.479>do,

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<00:04:30.710>AI <00:04:30.711>reads <00:04:30.712>pages <00:04:30.714>differently <00:04:30.716>than <00:04:30.717>you <00:04:30.719>do,

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<00:04:30.720>AI <00:04:30.813>reads <00:04:30.906>pages <00:04:31.000>differently <00:04:31.093>than <00:04:31.186>you <00:04:31.280>do, <00:04:31.373>this <00:04:31.466>is <00:04:31.560>what <00:04:31.653>I <00:04:31.746>meant. <00:04:31.840>There <00:04:31.933>are <00:04:32.026>at <00:04:32.120>least

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<00:04:32.629>this <00:04:32.630>is <00:04:32.631>what <00:04:32.632>I <00:04:32.633>meant. <00:04:32.634>There <00:04:32.635>are <00:04:32.636>at <00:04:32.638>least

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<00:04:32.639>this <00:04:32.732>is <00:04:32.825>what <00:04:32.919>I <00:04:33.012>meant. <00:04:33.105>There <00:04:33.199>are <00:04:33.292>at <00:04:33.385>least <00:04:33.479>five <00:04:33.572>different <00:04:33.665>ways <00:04:33.759>in <00:04:33.852>which <00:04:33.945>AI <00:04:34.039>reads

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<00:04:35.189>five <00:04:35.190>different <00:04:35.192>ways <00:04:35.193>in <00:04:35.195>which <00:04:35.196>AI <00:04:35.198>reads

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<00:04:35.199>five <00:04:35.315>different <00:04:35.432>ways <00:04:35.549>in <00:04:35.665>which <00:04:35.782>AI <00:04:35.899>reads <00:04:36.015>your <00:04:36.132>documentation. <00:04:36.249>The <00:04:36.365>first <00:04:36.482>one <00:04:36.599>would

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<00:04:37.840>your <00:04:37.967>documentation. <00:04:38.094>The <00:04:38.221>first <00:04:38.349>one <00:04:38.476>would <00:04:38.603>be <00:04:38.730>retrieval <00:04:38.858>chunks. <00:04:38.985>This <00:04:39.112>is <00:04:39.240>your

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<00:04:39.510>be <00:04:39.511>retrieval <00:04:39.513>chunks. <00:04:39.515>This <00:04:39.517>is <00:04:39.519>your

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<00:04:39.520>be <00:04:39.636>retrieval <00:04:39.753>chunks. <00:04:39.870>This <00:04:39.986>is <00:04:40.103>your <00:04:40.219>standard <00:04:40.336>rag <00:04:40.453>approach <00:04:40.570>that <00:04:40.686>you <00:04:40.803>have <00:04:40.919>all

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<00:04:41.670>standard <00:04:41.671>rag <00:04:41.673>approach <00:04:41.674>that <00:04:41.676>you <00:04:41.677>have <00:04:41.679>all

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<00:04:41.680>standard <00:04:41.796>rag <00:04:41.913>approach <00:04:42.030>that <00:04:42.146>you <00:04:42.263>have <00:04:42.380>all <00:04:42.496>heard <00:04:42.613>about <00:04:42.730>hopefully. <00:04:42.846>The <00:04:42.963>second <00:04:43.080>one

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<00:04:44.230>heard <00:04:44.231>about <00:04:44.233>hopefully. <00:04:44.235>The <00:04:44.237>second <00:04:44.239>one

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<00:04:44.240>heard <00:04:44.347>about <00:04:44.455>hopefully. <00:04:44.563>The <00:04:44.670>second <00:04:44.778>one <00:04:44.886>would <00:04:44.993>be <00:04:45.101>a <00:04:45.209>full <00:04:45.316>page <00:04:45.424>crawl <00:04:45.532>which <00:04:45.640>is

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<00:04:46.230>would <00:04:46.231>be <00:04:46.232>a <00:04:46.233>full <00:04:46.235>page <00:04:46.236>crawl <00:04:46.237>which <00:04:46.239>is

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<00:04:46.240>would <00:04:46.395>be <00:04:46.551>a <00:04:46.706>full <00:04:46.862>page <00:04:47.017>crawl <00:04:47.173>which <00:04:47.328>is <00:04:47.484>pretty <00:04:47.640>self-explanatory.

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<00:04:48.469>pretty <00:04:48.478>self-explanatory.

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<00:04:48.479>pretty <00:04:48.634>self-explanatory. <00:04:48.790>The <00:04:48.945>third <00:04:49.101>one <00:04:49.256>is <00:04:49.412>reading <00:04:49.567>the <00:04:49.723>DOM, <00:04:49.878>so

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<00:04:51.430>The <00:04:51.431>third <00:04:51.432>one <00:04:51.433>is <00:04:51.435>reading <00:04:51.436>the <00:04:51.437>DOM, <00:04:51.439>so

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<00:04:51.440>The <00:04:51.556>third <00:04:51.673>one <00:04:51.790>is <00:04:51.906>reading <00:04:52.023>the <00:04:52.140>DOM, <00:04:52.256>so <00:04:52.373>semantic <00:04:52.490>HTML, <00:04:52.606>accessibility <00:04:52.723>trees, <00:04:52.840>etc.

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<00:04:55.189>semantic <00:04:55.191>HTML, <00:04:55.193>accessibility <00:04:55.195>trees, <00:04:55.198>etc.

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<00:04:55.199>semantic <00:04:55.339>HTML, <00:04:55.479>accessibility <00:04:55.619>trees, <00:04:55.759>etc. <00:04:55.899>Fourth <00:04:56.039>one, <00:04:56.179>machine <00:04:56.319>readable <00:04:56.459>layers <00:04:56.599>like

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<00:04:57.590>Fourth <00:04:57.591>one, <00:04:57.593>machine <00:04:57.595>readable <00:04:57.597>layers <00:04:57.599>like

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<00:04:57.600>Fourth <00:04:57.707>one, <00:04:57.815>machine <00:04:57.923>readable <00:04:58.030>layers <00:04:58.138>like <00:04:58.246>Open <00:04:58.353>API <00:04:58.461>or <00:04:58.569>Swagger <00:04:58.676>as <00:04:58.784>it <00:04:58.892>was <00:04:59.000>once

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<00:04:59.590>Open <00:04:59.591>API <00:04:59.592>or <00:04:59.593>Swagger <00:04:59.595>as <00:04:59.596>it <00:04:59.597>was <00:04:59.599>once

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<00:04:59.600>Open <00:04:59.707>API <00:04:59.815>or <00:04:59.923>Swagger <00:05:00.030>as <00:05:00.138>it <00:05:00.246>was <00:05:00.353>once <00:05:00.461>called. <00:05:00.569>And <00:05:00.676>finally, <00:05:00.784>screenshots. <00:05:00.892>So <00:05:01.000>an

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<00:05:03.430>called. <00:05:03.431>And <00:05:03.433>finally, <00:05:03.435>screenshots. <00:05:03.437>So <00:05:03.439>an

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<00:05:03.440>called. <00:05:03.547>And <00:05:03.655>finally, <00:05:03.763>screenshots. <00:05:03.870>So <00:05:03.978>an <00:05:04.086>agent <00:05:04.193>can <00:05:04.301>take <00:05:04.409>a <00:05:04.516>screenshot <00:05:04.624>of <00:05:04.732>your <00:05:04.840>app

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<00:05:05.430>agent <00:05:05.431>can <00:05:05.432>take <00:05:05.433>a <00:05:05.435>screenshot <00:05:05.436>of <00:05:05.437>your <00:05:05.439>app

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<00:05:05.440>agent <00:05:05.527>can <00:05:05.615>take <00:05:05.702>a <00:05:05.790>screenshot <00:05:05.877>of <00:05:05.965>your <00:05:06.052>app <00:05:06.140>and <00:05:06.227>then <00:05:06.315>look <00:05:06.402>at <00:05:06.490>it <00:05:06.577>as <00:05:06.665>a <00:05:06.752>picture <00:05:06.840>and

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<00:05:07.909>and <00:05:07.910>then <00:05:07.911>look <00:05:07.912>at <00:05:07.913>it <00:05:07.914>as <00:05:07.915>a <00:05:07.916>picture <00:05:07.918>and

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<00:05:07.919>and <00:05:08.019>then <00:05:08.119>look <00:05:08.219>at <00:05:08.318>it <00:05:08.419>as <00:05:08.519>a <00:05:08.619>picture <00:05:08.719>and <00:05:08.818>then <00:05:08.919>read <00:05:09.019>your <00:05:09.119>documentation <00:05:09.219>from <00:05:09.318>that

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<00:05:09.510>then <00:05:09.511>read <00:05:09.513>your <00:05:09.515>documentation <00:05:09.517>from <00:05:09.519>that

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<00:05:09.520>then <00:05:09.633>read <00:05:09.746>your <00:05:09.859>documentation <00:05:09.972>from <00:05:10.085>that <00:05:10.199>picture, <00:05:10.312>which <00:05:10.425>is <00:05:10.538>pretty <00:05:10.651>wild <00:05:10.764>when <00:05:10.878>you

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<00:05:11.029>picture, <00:05:11.030>which <00:05:11.032>is <00:05:11.033>pretty <00:05:11.034>wild <00:05:11.036>when <00:05:11.038>you

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<00:05:11.039>picture, <00:05:11.146>which <00:05:11.254>is <00:05:11.362>pretty <00:05:11.469>wild <00:05:11.577>when <00:05:11.685>you <00:05:11.792>think <00:05:11.900>about <00:05:12.008>it. <00:05:12.115>So <00:05:12.223>these <00:05:12.331>docs <00:05:12.438>are

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<00:05:13.990>think <00:05:13.991>about <00:05:13.993>it. <00:05:13.994>So <00:05:13.996>these <00:05:13.997>docs <00:05:13.999>are

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<00:05:14.000>think <00:05:14.116>about <00:05:14.233>it. <00:05:14.350>So <00:05:14.466>these <00:05:14.583>docs <00:05:14.700>are <00:05:14.816>consumed <00:05:14.933>through <00:05:15.050>at <00:05:15.166>least <00:05:15.283>five <00:05:15.400>different

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<00:05:15.909>consumed <00:05:15.910>through <00:05:15.912>at <00:05:15.914>least <00:05:15.916>five <00:05:15.918>different

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<00:05:15.919>consumed <00:05:16.026>through <00:05:16.134>at <00:05:16.242>least <00:05:16.349>five <00:05:16.457>different <00:05:16.565>pathways. <00:05:16.672>And <00:05:16.780>we <00:05:16.888>got <00:05:16.995>to <00:05:17.103>account <00:05:17.211>for <00:05:17.318>that

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<00:05:18.469>pathways. <00:05:18.470>And <00:05:18.471>we <00:05:18.472>got <00:05:18.474>to <00:05:18.475>account <00:05:18.476>for <00:05:18.478>that

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<00:05:18.479>pathways. <00:05:18.595>And <00:05:18.712>we <00:05:18.829>got <00:05:18.945>to <00:05:19.062>account <00:05:19.179>for <00:05:19.295>that <00:05:19.412>when <00:05:19.529>we <00:05:19.645>write <00:05:19.762>documentation <00:05:19.878>that's

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<00:05:20.150>when <00:05:20.152>we <00:05:20.154>write <00:05:20.156>documentation <00:05:20.159>that's

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<00:05:20.160>when <00:05:20.335>we <00:05:20.510>write <00:05:20.685>documentation <00:05:20.860>that's <00:05:21.035>readable <00:05:21.210>by <00:05:21.385>AI <00:05:21.560>agents.

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<00:05:23.830>readable <00:05:23.832>by <00:05:23.835>AI <00:05:23.839>agents.

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<00:05:23.840>readable <00:05:23.967>by <00:05:24.094>AI <00:05:24.221>agents. <00:05:24.349>So <00:05:24.476>here's <00:05:24.603>a <00:05:24.730>little <00:05:24.858>example <00:05:24.985>of <00:05:25.112>what <00:05:25.239>can

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<00:05:26.710>So <00:05:26.711>here's <00:05:26.712>a <00:05:26.713>little <00:05:26.715>example <00:05:26.716>of <00:05:26.717>what <00:05:26.719>can

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<00:05:26.720>So <00:05:26.820>here's <00:05:26.920>a <00:05:27.020>little <00:05:27.120>example <00:05:27.220>of <00:05:27.320>what <00:05:27.420>can <00:05:27.520>go <00:05:27.620>wrong <00:05:27.720>when <00:05:27.820>we <00:05:27.920>write <00:05:28.020>documentation <00:05:28.120>for

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<00:05:28.870>go <00:05:28.871>wrong <00:05:28.873>when <00:05:28.874>we <00:05:28.876>write <00:05:28.877>documentation <00:05:28.879>for

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<00:05:28.880>go <00:05:28.987>wrong <00:05:29.095>when <00:05:29.203>we <00:05:29.310>write <00:05:29.418>documentation <00:05:29.526>for <00:05:29.633>AI <00:05:29.741>agents. <00:05:29.849>You <00:05:29.956>see <00:05:30.064>here <00:05:30.172>this <00:05:30.280>little

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<00:05:30.950>AI <00:05:30.951>agents. <00:05:30.953>You <00:05:30.954>see <00:05:30.955>here <00:05:30.957>this <00:05:30.959>little

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<00:05:30.960>AI <00:05:31.099>agents. <00:05:31.239>You <00:05:31.380>see <00:05:31.520>here <00:05:31.659>this <00:05:31.799>little <00:05:31.940>snippet <00:05:32.080>of <00:05:32.219>documentation <00:05:32.359>regarding

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<00:05:33.029>snippet <00:05:33.032>of <00:05:33.034>documentation <00:05:33.038>regarding

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<00:05:33.039>snippet <00:05:33.389>of <00:05:33.739>documentation <00:05:34.089>regarding <00:05:34.438>authentication.

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authentication.

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<00:05:34.639>authentication. <00:05:34.839>And <00:05:35.039>there's <00:05:35.239>a <00:05:35.439>couple <00:05:35.639>of <00:05:35.839>things <00:05:36.039>wrong

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<00:05:36.310>And <00:05:36.311>there's <00:05:36.313>a <00:05:36.314>couple <00:05:36.316>of <00:05:36.317>things <00:05:36.319>wrong

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<00:05:36.320>And <00:05:36.420>there's <00:05:36.520>a <00:05:36.620>couple <00:05:36.719>of <00:05:36.820>things <00:05:36.920>wrong <00:05:37.020>with <00:05:37.120>it. <00:05:37.219>And <00:05:37.320>I <00:05:37.420>I've <00:05:37.520>highlighted <00:05:37.620>three <00:05:37.719>on

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<00:05:38.870>with <00:05:38.871>it. <00:05:38.872>And <00:05:38.873>I <00:05:38.875>I've <00:05:38.876>highlighted <00:05:38.877>three <00:05:38.879>on

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<00:05:38.880>with <00:05:38.967>it. <00:05:39.055>And <00:05:39.142>I <00:05:39.230>I've <00:05:39.317>highlighted <00:05:39.405>three <00:05:39.492>on <00:05:39.580>the <00:05:39.667>side <00:05:39.755>here. <00:05:39.842>So <00:05:39.930>first <00:05:40.017>of <00:05:40.105>all, <00:05:40.192>it <00:05:40.280>says

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<00:05:41.510>the <00:05:41.511>side <00:05:41.512>here. <00:05:41.513>So <00:05:41.514>first <00:05:41.515>of <00:05:41.516>all, <00:05:41.517>it <00:05:41.519>says

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<00:05:41.520>the <00:05:41.607>side <00:05:41.695>here. <00:05:41.782>So <00:05:41.870>first <00:05:41.957>of <00:05:42.044>all, <00:05:42.132>it <00:05:42.219>says <00:05:42.307>use <00:05:42.395>the <00:05:42.482>same <00:05:42.570>method <00:05:42.657>as <00:05:42.745>described <00:05:42.832>in <00:05:42.919>our

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<00:05:43.350>use <00:05:43.351>the <00:05:43.352>same <00:05:43.353>method <00:05:43.355>as <00:05:43.356>described <00:05:43.357>in <00:05:43.359>our

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<00:05:43.360>use <00:05:43.460>the <00:05:43.560>same <00:05:43.660>method <00:05:43.760>as <00:05:43.860>described <00:05:43.960>in <00:05:44.060>our <00:05:44.160>getting <00:05:44.260>start <00:05:44.360>guide. <00:05:44.460>Pass <00:05:44.560>your <00:05:44.660>token <00:05:44.760>in

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<00:05:45.270>getting <00:05:45.271>start <00:05:45.272>guide. <00:05:45.274>Pass <00:05:45.275>your <00:05:45.277>token <00:05:45.279>in

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<00:05:45.280>getting <00:05:45.387>start <00:05:45.495>guide. <00:05:45.603>Pass <00:05:45.710>your <00:05:45.818>token <00:05:45.926>in <00:05:46.033>the <00:05:46.141>header <00:05:46.249>of <00:05:46.356>your <00:05:46.464>request. <00:05:46.572>Okay, <00:05:46.679>which

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<00:05:47.110>the <00:05:47.111>header <00:05:47.113>of <00:05:47.114>your <00:05:47.116>request. <00:05:47.117>Okay, <00:05:47.119>which

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<00:05:47.120>the <00:05:47.236>header <00:05:47.353>of <00:05:47.470>your <00:05:47.586>request. <00:05:47.703>Okay, <00:05:47.820>which <00:05:47.936>token? <00:05:48.053>Which <00:05:48.170>header? <00:05:48.286>What's <00:05:48.403>it <00:05:48.520>called?

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<00:05:49.350>token? <00:05:49.351>Which <00:05:49.353>header? <00:05:49.355>What's <00:05:49.357>it <00:05:49.359>called?

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<00:05:49.360>token? <00:05:49.476>Which <00:05:49.593>header? <00:05:49.710>What's <00:05:49.826>it <00:05:49.943>called? <00:05:50.060>What's <00:05:50.176>the <00:05:50.293>header <00:05:50.410>name? <00:05:50.526>Which <00:05:50.643>method <00:05:50.760>is

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<00:05:51.430>What's <00:05:51.431>the <00:05:51.433>header <00:05:51.434>name? <00:05:51.436>Which <00:05:51.437>method <00:05:51.439>is

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<00:05:51.440>What's <00:05:51.547>the <00:05:51.655>header <00:05:51.763>name? <00:05:51.870>Which <00:05:51.978>method <00:05:52.086>is <00:05:52.193>it <00:05:52.301>really? <00:05:52.409>C <00:05:52.516>above. <00:05:52.624>C <00:05:52.732>above <00:05:52.840>means

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<00:05:54.150>it <00:05:54.151>really? <00:05:54.152>C <00:05:54.154>above. <00:05:54.155>C <00:05:54.157>above <00:05:54.159>means

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<00:05:54.159>it <00:05:54.267>really? <00:05:54.375>C <00:05:54.483>above. <00:05:54.590>C <00:05:54.698>above <00:05:54.806>means <00:05:54.913>nothing <00:05:55.021>to <00:05:55.129>an <00:05:55.236>AI <00:05:55.344>agent <00:05:55.452>that's <00:05:55.559>currently

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<00:05:55.909>nothing <00:05:55.910>to <00:05:55.912>an <00:05:55.913>AI <00:05:55.914>agent <00:05:55.916>that's <00:05:55.918>currently

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<00:05:55.919>nothing <00:05:56.046>to <00:05:56.173>an <00:05:56.300>AI <00:05:56.428>agent <00:05:56.555>that's <00:05:56.682>currently <00:05:56.809>reading <00:05:56.937>this <00:05:57.064>chunk. <00:05:57.191>Some <00:05:57.318>endpoints

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<00:05:59.189>reading <00:05:59.191>this <00:05:59.193>chunk. <00:05:59.195>Some <00:05:59.198>endpoints

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<00:05:59.199>reading <00:05:59.326>this <00:05:59.453>chunk. <00:05:59.580>Some <00:05:59.708>endpoints <00:05:59.835>which <00:05:59.962>end <00:06:00.089>points. <00:06:00.217>So <00:06:00.344>I <00:06:00.471>didn't <00:06:00.599>really

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<00:06:01.350>which <00:06:01.351>end <00:06:01.353>points. <00:06:01.354>So <00:06:01.356>I <00:06:01.357>didn't <00:06:01.359>really

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<00:06:01.360>which <00:06:01.467>end <00:06:01.575>points. <00:06:01.683>So <00:06:01.790>I <00:06:01.898>didn't <00:06:02.006>really <00:06:02.113>give <00:06:02.221>much <00:06:02.329>information <00:06:02.436>to <00:06:02.544>the <00:06:02.652>agent <00:06:02.760>here,

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<00:06:03.510>give <00:06:03.511>much <00:06:03.513>information <00:06:03.514>to <00:06:03.515>the <00:06:03.517>agent <00:06:03.519>here,

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<00:06:03.520>give <00:06:03.613>much <00:06:03.706>information <00:06:03.799>to <00:06:03.893>the <00:06:03.986>agent <00:06:04.080>here, <00:06:04.173>which <00:06:04.266>is <00:06:04.359>a <00:06:04.453>bad <00:06:04.546>thing. <00:06:04.640>So <00:06:04.733>this <00:06:04.826>chunk <00:06:04.919>of

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<00:06:07.029>which <00:06:07.030>is <00:06:07.031>a <00:06:07.032>bad <00:06:07.033>thing. <00:06:07.034>So <00:06:07.035>this <00:06:07.036>chunk <00:06:07.038>of

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<00:06:07.039>which <00:06:07.146>is <00:06:07.254>a <00:06:07.362>bad <00:06:07.469>thing. <00:06:07.577>So <00:06:07.685>this <00:06:07.792>chunk <00:06:07.900>of <00:06:08.008>documentation <00:06:08.115>depends <00:06:08.223>on <00:06:08.331>the <00:06:08.438>surrounding

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<00:06:09.510>documentation <00:06:09.512>depends <00:06:09.514>on <00:06:09.516>the <00:06:09.519>surrounding

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<00:06:09.520>documentation <00:06:09.647>depends <00:06:09.774>on <00:06:09.901>the <00:06:10.029>surrounding <00:06:10.156>context, <00:06:10.283>which <00:06:10.410>is <00:06:10.538>very <00:06:10.665>very <00:06:10.792>bad <00:06:10.919>when

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<00:06:11.590>context, <00:06:11.591>which <00:06:11.592>is <00:06:11.594>very <00:06:11.596>very <00:06:11.597>bad <00:06:11.599>when

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<00:06:11.600>context, <00:06:11.735>which <00:06:11.871>is <00:06:12.007>very <00:06:12.143>very <00:06:12.279>bad <00:06:12.415>when <00:06:12.551>you're <00:06:12.687>designing <00:06:12.823>something <00:06:12.959>that

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<00:06:13.110>you're <00:06:13.113>designing <00:06:13.116>something <00:06:13.119>that

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<00:06:13.120>you're <00:06:13.320>designing <00:06:13.520>something <00:06:13.720>that <00:06:13.920>retrieves <00:06:14.120>information <00:06:14.320>per <00:06:14.520>chunk.

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<00:06:17.840>Now, <00:06:18.015>how <00:06:18.190>do <00:06:18.364>we <00:06:18.539>fix <00:06:18.715>it? <00:06:18.890>So <00:06:19.065>today <00:06:19.239>we're

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<00:06:20.790>Now, <00:06:20.791>how <00:06:20.792>do <00:06:20.793>we <00:06:20.794>fix <00:06:20.795>it? <00:06:20.796>So <00:06:20.797>today <00:06:20.799>we're

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<00:06:20.800>Now, <00:06:20.900>how <00:06:21.000>do <00:06:21.100>we <00:06:21.200>fix <00:06:21.300>it? <00:06:21.400>So <00:06:21.500>today <00:06:21.600>we're <00:06:21.700>going <00:06:21.800>to <00:06:21.900>introduce <00:06:22.000>a <00:06:22.100>framework <00:06:22.200>for

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<00:06:22.550>going <00:06:22.551>to <00:06:22.553>introduce <00:06:22.555>a <00:06:22.557>framework <00:06:22.559>for

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<00:06:22.560>going <00:06:22.715>to <00:06:22.871>introduce <00:06:23.026>a <00:06:23.182>framework <00:06:23.337>for <00:06:23.493>writing <00:06:23.648>documentation, <00:06:23.804>a <00:06:23.960>nontechnical

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<00:06:24.710>writing <00:06:24.712>documentation, <00:06:24.716>a <00:06:24.719>nontechnical

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<00:06:24.720>writing <00:06:24.920>documentation, <00:06:25.120>a <00:06:25.320>nontechnical <00:06:25.520>framework <00:06:25.720>called <00:06:25.920>contextual <00:06:26.120>density

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<00:06:26.629>framework <00:06:26.632>called <00:06:26.635>contextual <00:06:26.638>density

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<00:06:26.639>framework <00:06:26.779>called <00:06:26.919>contextual <00:06:27.059>density <00:06:27.199>mapping. <00:06:27.339>And <00:06:27.479>what <00:06:27.619>the <00:06:27.759>main <00:06:27.899>point <00:06:28.039>of

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<00:06:29.189>mapping. <00:06:29.190>And <00:06:29.192>what <00:06:29.193>the <00:06:29.195>main <00:06:29.196>point <00:06:29.198>of

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<00:06:29.199>mapping. <00:06:29.315>And <00:06:29.432>what <00:06:29.549>the <00:06:29.665>main <00:06:29.782>point <00:06:29.899>of <00:06:30.015>contextual <00:06:30.132>density <00:06:30.249>mapping <00:06:30.365>is <00:06:30.482>is <00:06:30.599>to

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<00:06:32.629>contextual <00:06:32.630>density <00:06:32.632>mapping <00:06:32.634>is <00:06:32.636>is <00:06:32.638>to

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<00:06:32.639>contextual <00:06:32.766>density <00:06:32.893>mapping <00:06:33.020>is <00:06:33.148>is <00:06:33.275>to <00:06:33.402>provide <00:06:33.529>all <00:06:33.657>the <00:06:33.784>relevant <00:06:33.911>information <00:06:34.039>for

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<00:06:34.629>provide <00:06:34.630>all <00:06:34.632>the <00:06:34.634>relevant <00:06:34.636>information <00:06:34.638>for

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<00:06:34.639>provide <00:06:34.739>all <00:06:34.839>the <00:06:34.939>relevant <00:06:35.039>information <00:06:35.139>for <00:06:35.239>an <00:06:35.339>AI <00:06:35.439>agent <00:06:35.539>inside <00:06:35.639>of <00:06:35.739>the <00:06:35.839>confines <00:06:35.939>of <00:06:36.039>a

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<00:06:37.350>an <00:06:37.351>AI <00:06:37.352>agent <00:06:37.353>inside <00:06:37.354>of <00:06:37.355>the <00:06:37.356>confines <00:06:37.357>of <00:06:37.359>a

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<00:06:37.360>an <00:06:37.453>AI <00:06:37.546>agent <00:06:37.640>inside <00:06:37.733>of <00:06:37.826>the <00:06:37.920>confines <00:06:38.013>of <00:06:38.106>a <00:06:38.200>chunk <00:06:38.293>without <00:06:38.386>messing <00:06:38.480>up <00:06:38.573>the <00:06:38.666>quality <00:06:38.760>for

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<00:06:40.390>chunk <00:06:40.391>without <00:06:40.393>messing <00:06:40.394>up <00:06:40.395>the <00:06:40.397>quality <00:06:40.399>for

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<00:06:40.400>chunk <00:06:40.507>without <00:06:40.615>messing <00:06:40.723>up <00:06:40.830>the <00:06:40.938>quality <00:06:41.046>for <00:06:41.153>a <00:06:41.261>human <00:06:41.369>reader, <00:06:41.476>without <00:06:41.584>bloating <00:06:41.692>up <00:06:41.799>the

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<00:06:42.308>a <00:06:42.310>human <00:06:42.312>reader, <00:06:42.313>without <00:06:42.315>bloating <00:06:42.316>up <00:06:42.318>the

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<00:06:42.319>a <00:06:42.435>human <00:06:42.552>reader, <00:06:42.669>without <00:06:42.785>bloating <00:06:42.902>up <00:06:43.019>the <00:06:43.135>documentation. <00:06:43.252>And <00:06:43.369>there's <00:06:43.485>a <00:06:43.602>couple <00:06:43.719>of

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<00:06:44.550>documentation. <00:06:44.551>And <00:06:44.553>there's <00:06:44.555>a <00:06:44.557>couple <00:06:44.559>of

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<00:06:44.560>documentation. <00:06:44.687>And <00:06:44.814>there's <00:06:44.941>a <00:06:45.069>couple <00:06:45.196>of <00:06:45.323>questions <00:06:45.450>that <00:06:45.578>every <00:06:45.705>chunk <00:06:45.832>should <00:06:45.960>answer

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<00:06:47.270>questions <00:06:47.271>that <00:06:47.273>every <00:06:47.275>chunk <00:06:47.277>should <00:06:47.279>answer

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<00:06:47.280>questions <00:06:47.455>that <00:06:47.630>every <00:06:47.804>chunk <00:06:47.979>should <00:06:48.155>answer <00:06:48.330>in <00:06:48.505>this <00:06:48.679>context.

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<00:06:49.430>in <00:06:49.434>this <00:06:49.439>context.

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<00:06:49.440>in <00:06:49.567>this <00:06:49.694>context. <00:06:49.821>What <00:06:49.949>is <00:06:50.076>this? <00:06:50.203>So <00:06:50.330>what's <00:06:50.458>it <00:06:50.585>about? <00:06:50.712>Who <00:06:50.840>is

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<00:06:52.870>What <00:06:52.871>is <00:06:52.872>this? <00:06:52.873>So <00:06:52.874>what's <00:06:52.875>it <00:06:52.876>about? <00:06:52.877>Who <00:06:52.879>is

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<00:06:52.880>What <00:06:53.020>is <00:06:53.159>this? <00:06:53.300>So <00:06:53.440>what's <00:06:53.580>it <00:06:53.719>about? <00:06:53.860>Who <00:06:54.000>is <00:06:54.140>it <00:06:54.280>for?

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<00:06:54.950>it <00:06:54.959>for?

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<00:06:54.960>it <00:06:55.115>for? <00:06:55.271>What <00:06:55.426>scope <00:06:55.582>does <00:06:55.737>apply <00:06:55.893>to <00:06:56.048>this? <00:06:56.204>What <00:06:56.359>does

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<00:06:58.070>What <00:06:58.071>scope <00:06:58.072>does <00:06:58.073>apply <00:06:58.075>to <00:06:58.076>this? <00:06:58.077>What <00:06:58.079>does

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<00:06:58.080>What <00:06:58.173>scope <00:06:58.266>does <00:06:58.359>apply <00:06:58.453>to <00:06:58.546>this? <00:06:58.640>What <00:06:58.733>does <00:06:58.826>it <00:06:58.919>depend <00:06:59.013>on? <00:06:59.106>And <00:06:59.200>what <00:06:59.293>comes <00:06:59.386>next? <00:06:59.479>So

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<00:07:00.469>it <00:07:00.470>depend <00:07:00.471>on? <00:07:00.472>And <00:07:00.474>what <00:07:00.475>comes <00:07:00.476>next? <00:07:00.478>So

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<00:07:00.479>it <00:07:00.595>depend <00:07:00.712>on? <00:07:00.829>And <00:07:00.945>what <00:07:01.062>comes <00:07:01.179>next? <00:07:01.295>So <00:07:01.412>what's <00:07:01.529>the <00:07:01.645>logical <00:07:01.762>next <00:07:01.878>step?

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<00:07:04.720>And <00:07:05.000>there's <00:07:05.280>four <00:07:05.560>techniques <00:07:05.840>which <00:07:06.120>you

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<00:07:06.870>And <00:07:06.871>there's <00:07:06.873>four <00:07:06.875>techniques <00:07:06.877>which <00:07:06.879>you

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<00:07:06.880>And <00:07:06.996>there's <00:07:07.113>four <00:07:07.230>techniques <00:07:07.346>which <00:07:07.463>you <00:07:07.580>can <00:07:07.696>employ <00:07:07.813>in <00:07:07.930>this <00:07:08.046>little <00:07:08.163>framework. <00:07:08.280>The

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<00:07:10.150>can <00:07:10.151>employ <00:07:10.153>in <00:07:10.154>this <00:07:10.156>little <00:07:10.157>framework. <00:07:10.159>The

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<00:07:10.160>can <00:07:10.276>employ <00:07:10.393>in <00:07:10.510>this <00:07:10.626>little <00:07:10.743>framework. <00:07:10.860>The <00:07:10.976>first <00:07:11.093>one <00:07:11.210>is <00:07:11.326>contact <00:07:11.443>sandwich. <00:07:11.560>It's

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<00:07:12.870>first <00:07:12.871>one <00:07:12.873>is <00:07:12.875>contact <00:07:12.877>sandwich. <00:07:12.879>It's

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<00:07:12.880>first <00:07:12.996>one <00:07:13.113>is <00:07:13.230>contact <00:07:13.346>sandwich. <00:07:13.463>It's <00:07:13.580>pretty <00:07:13.696>simple. <00:07:13.813>So <00:07:13.930>let's <00:07:14.046>lead <00:07:14.163>with <00:07:14.280>the

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<00:07:15.670>pretty <00:07:15.671>simple. <00:07:15.673>So <00:07:15.674>let's <00:07:15.676>lead <00:07:15.677>with <00:07:15.679>the

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<00:07:15.680>pretty <00:07:15.787>simple. <00:07:15.895>So <00:07:16.003>let's <00:07:16.110>lead <00:07:16.218>with <00:07:16.326>the <00:07:16.433>answer. <00:07:16.541>Let's <00:07:16.649>give <00:07:16.756>the <00:07:16.864>answer <00:07:16.972>to <00:07:17.080>the

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<00:07:17.430>answer. <00:07:17.431>Let's <00:07:17.433>give <00:07:17.434>the <00:07:17.436>answer <00:07:17.437>to <00:07:17.439>the

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<00:07:17.440>answer. <00:07:17.556>Let's <00:07:17.673>give <00:07:17.790>the <00:07:17.906>answer <00:07:18.023>to <00:07:18.140>the <00:07:18.256>question <00:07:18.373>straight <00:07:18.490>away. <00:07:18.606>Then <00:07:18.723>let's <00:07:18.840>give

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<00:07:20.390>question <00:07:20.391>straight <00:07:20.393>away. <00:07:20.395>Then <00:07:20.397>let's <00:07:20.399>give

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<00:07:20.400>question <00:07:20.527>straight <00:07:20.654>away. <00:07:20.781>Then <00:07:20.909>let's <00:07:21.036>give <00:07:21.163>some <00:07:21.290>orientation <00:07:21.418>to <00:07:21.545>the <00:07:21.672>reader. <00:07:21.799>And

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<00:07:22.950>some <00:07:22.951>orientation <00:07:22.953>to <00:07:22.955>the <00:07:22.957>reader. <00:07:22.959>And

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<00:07:22.960>some <00:07:23.077>orientation <00:07:23.193>to <00:07:23.311>the <00:07:23.428>reader. <00:07:23.544>And <00:07:23.662>finally, <00:07:23.779>we're <00:07:23.895>going <00:07:24.013>to <00:07:24.130>give <00:07:24.246>some

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<00:07:24.390>finally, <00:07:24.391>we're <00:07:24.393>going <00:07:24.395>to <00:07:24.397>give <00:07:24.399>some

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<00:07:24.400>finally, <00:07:24.527>we're <00:07:24.654>going <00:07:24.781>to <00:07:24.909>give <00:07:25.036>some <00:07:25.163>nuance, <00:07:25.290>some <00:07:25.418>details <00:07:25.545>like <00:07:25.672>some <00:07:25.799>edge

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<00:07:26.150>nuance, <00:07:26.151>some <00:07:26.153>details <00:07:26.155>like <00:07:26.157>some <00:07:26.159>edge

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<00:07:26.160>nuance, <00:07:26.335>some <00:07:26.510>details <00:07:26.685>like <00:07:26.860>some <00:07:27.035>edge <00:07:27.210>cases. <00:07:27.385>For <00:07:27.560>example,

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<00:07:28.390>cases. <00:07:28.394>For <00:07:28.399>example,

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<00:07:28.400>cases. <00:07:28.555>For <00:07:28.711>example, <00:07:28.866>again, <00:07:29.022>here <00:07:29.177>is <00:07:29.333>an <00:07:29.488>example <00:07:29.644>of <00:07:29.799>bad

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<00:07:30.790>again, <00:07:30.791>here <00:07:30.793>is <00:07:30.794>an <00:07:30.796>example <00:07:30.797>of <00:07:30.799>bad

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<00:07:30.800>again, <00:07:30.916>here <00:07:31.033>is <00:07:31.150>an <00:07:31.266>example <00:07:31.383>of <00:07:31.500>bad <00:07:31.616>documentation <00:07:31.733>for <00:07:31.850>rate <00:07:31.966>limiting. <00:07:32.083>As <00:07:32.200>you

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<00:07:33.430>documentation <00:07:33.431>for <00:07:33.433>rate <00:07:33.435>limiting. <00:07:33.437>As <00:07:33.439>you

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<00:07:33.440>documentation <00:07:33.547>for <00:07:33.655>rate <00:07:33.763>limiting. <00:07:33.870>As <00:07:33.978>you <00:07:34.086>can <00:07:34.193>see <00:07:34.301>here, <00:07:34.409>it <00:07:34.516>first <00:07:34.624>starts <00:07:34.732>to <00:07:34.840>talk

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<00:07:36.230>can <00:07:36.231>see <00:07:36.232>here, <00:07:36.233>it <00:07:36.235>first <00:07:36.236>starts <00:07:36.237>to <00:07:36.239>talk

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<00:07:36.240>can <00:07:36.340>see <00:07:36.440>here, <00:07:36.540>it <00:07:36.640>first <00:07:36.740>starts <00:07:36.840>to <00:07:36.940>talk <00:07:37.040>about <00:07:37.140>why <00:07:37.240>they <00:07:37.340>went <00:07:37.440>with <00:07:37.540>rate <00:07:37.640>limiting,

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<00:07:39.430>about <00:07:39.431>why <00:07:39.433>they <00:07:39.434>went <00:07:39.436>with <00:07:39.437>rate <00:07:39.439>limiting,

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<00:07:39.440>about <00:07:39.547>why <00:07:39.655>they <00:07:39.763>went <00:07:39.870>with <00:07:39.978>rate <00:07:40.086>limiting, <00:07:40.193>what <00:07:40.301>the <00:07:40.409>approach <00:07:40.516>is, <00:07:40.624>what <00:07:40.732>it <00:07:40.840>does.

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<00:07:41.110>what <00:07:41.111>the <00:07:41.113>approach <00:07:41.114>is, <00:07:41.116>what <00:07:41.117>it <00:07:41.119>does.

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<00:07:41.120>what <00:07:41.224>the <00:07:41.328>approach <00:07:41.433>is, <00:07:41.537>what <00:07:41.642>it <00:07:41.746>does. <00:07:41.851>There's <00:07:41.955>like <00:07:42.060>a <00:07:42.164>wall <00:07:42.269>of <00:07:42.373>text <00:07:42.478>that

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<00:07:42.629>There's <00:07:42.630>like <00:07:42.632>a <00:07:42.633>wall <00:07:42.635>of <00:07:42.636>text <00:07:42.638>that

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<00:07:42.639>There's <00:07:42.746>like <00:07:42.854>a <00:07:42.962>wall <00:07:43.069>of <00:07:43.177>text <00:07:43.285>that <00:07:43.392>explains <00:07:43.500>rate <00:07:43.608>limiting. <00:07:43.715>And <00:07:43.823>then <00:07:43.931>at <00:07:44.039>the

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<00:07:45.909>explains <00:07:45.910>rate <00:07:45.912>limiting. <00:07:45.913>And <00:07:45.914>then <00:07:45.916>at <00:07:45.918>the

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<00:07:45.919>explains <00:07:46.019>rate <00:07:46.119>limiting. <00:07:46.219>And <00:07:46.318>then <00:07:46.419>at <00:07:46.519>the <00:07:46.619>end <00:07:46.719>it <00:07:46.818>says <00:07:46.919>the <00:07:47.019>default <00:07:47.119>rate <00:07:47.219>limit <00:07:47.318>is

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<00:07:48.390>end <00:07:48.391>it <00:07:48.392>says <00:07:48.393>the <00:07:48.395>default <00:07:48.396>rate <00:07:48.397>limit <00:07:48.399>is

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<00:07:48.400>end <00:07:48.493>it <00:07:48.586>says <00:07:48.679>the <00:07:48.773>default <00:07:48.866>rate <00:07:48.960>limit <00:07:49.053>is <00:07:49.146>100 <00:07:49.239>requests. <00:07:49.333>So <00:07:49.426>you <00:07:49.520>have <00:07:49.613>this <00:07:49.706>wall <00:07:49.799>of

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<00:07:51.510>100 <00:07:51.511>requests. <00:07:51.512>So <00:07:51.513>you <00:07:51.515>have <00:07:51.516>this <00:07:51.517>wall <00:07:51.519>of

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<00:07:51.520>100 <00:07:51.627>requests. <00:07:51.735>So <00:07:51.843>you <00:07:51.950>have <00:07:52.058>this <00:07:52.166>wall <00:07:52.273>of <00:07:52.381>text <00:07:52.489>which <00:07:52.596>basically <00:07:52.704>amounts <00:07:52.812>to <00:07:52.919>nothing.

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<00:07:54.790>text <00:07:54.791>which <00:07:54.793>basically <00:07:54.795>amounts <00:07:54.797>to <00:07:54.799>nothing.

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<00:07:54.800>text <00:07:54.916>which <00:07:55.033>basically <00:07:55.150>amounts <00:07:55.266>to <00:07:55.383>nothing. <00:07:55.500>It <00:07:55.616>will <00:07:55.733>never <00:07:55.850>give <00:07:55.966>you <00:07:56.083>the <00:07:56.200>relevant

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<00:07:56.390>It <00:07:56.391>will <00:07:56.393>never <00:07:56.394>give <00:07:56.395>you <00:07:56.397>the <00:07:56.399>relevant

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<00:07:56.400>It <00:07:56.501>will <00:07:56.602>never <00:07:56.703>give <00:07:56.804>you <00:07:56.905>the <00:07:57.007>relevant <00:07:57.108>information <00:07:57.209>that <00:07:57.310>you <00:07:57.411>need <00:07:57.512>which <00:07:57.614>is

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<00:07:57.749>information <00:07:57.750>that <00:07:57.752>you <00:07:57.754>need <00:07:57.756>which <00:07:57.758>is

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<00:07:57.759>information <00:07:57.875>that <00:07:57.992>you <00:07:58.109>need <00:07:58.225>which <00:07:58.342>is <00:07:58.459>probably <00:07:58.575>hey <00:07:58.692>what's <00:07:58.809>the <00:07:58.925>rate <00:07:59.042>limit <00:07:59.159>for

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<00:07:59.990>probably <00:07:59.991>hey <00:07:59.993>what's <00:07:59.994>the <00:07:59.996>rate <00:07:59.997>limit <00:07:59.999>for

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<00:08:00.000>probably <00:08:00.100>hey <00:08:00.200>what's <00:08:00.300>the <00:08:00.400>rate <00:08:00.500>limit <00:08:00.600>for <00:08:00.700>this <00:08:00.800>API <00:08:00.900>endpoint <00:08:01.000>only <00:08:01.100>at <00:08:01.200>the <00:08:01.300>bottom <00:08:01.400>you

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<00:08:03.029>this <00:08:03.030>API <00:08:03.031>endpoint <00:08:03.032>only <00:08:03.034>at <00:08:03.035>the <00:08:03.036>bottom <00:08:03.038>you

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<00:08:03.039>this <00:08:03.132>API <00:08:03.225>endpoint <00:08:03.318>only <00:08:03.412>at <00:08:03.505>the <00:08:03.599>bottom <00:08:03.692>you <00:08:03.785>see <00:08:03.878>the <00:08:03.972>information. <00:08:04.065>So <00:08:04.159>this <00:08:04.252>is <00:08:04.345>not <00:08:04.438>a

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<00:08:05.189>see <00:08:05.190>the <00:08:05.191>information. <00:08:05.192>So <00:08:05.194>this <00:08:05.195>is <00:08:05.196>not <00:08:05.198>a

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<00:08:05.199>see <00:08:05.306>the <00:08:05.414>information. <00:08:05.522>So <00:08:05.629>this <00:08:05.737>is <00:08:05.845>not <00:08:05.952>a <00:08:06.060>good <00:08:06.168>example <00:08:06.275>of <00:08:06.383>context <00:08:06.491>sandwiching <00:08:06.599>but

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<00:08:06.950>good <00:08:06.951>example <00:08:06.953>of <00:08:06.955>context <00:08:06.957>sandwiching <00:08:06.959>but

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<00:08:06.960>good <00:08:07.076>example <00:08:07.193>of <00:08:07.310>context <00:08:07.426>sandwiching <00:08:07.543>but <00:08:07.659>we <00:08:07.776>can <00:08:07.893>restructure <00:08:08.010>this. <00:08:08.126>So <00:08:08.243>check <00:08:08.359>this

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<00:08:09.189>we <00:08:09.190>can <00:08:09.192>restructure <00:08:09.193>this. <00:08:09.195>So <00:08:09.196>check <00:08:09.198>this

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<00:08:09.199>we <00:08:09.299>can <00:08:09.399>restructure <00:08:09.499>this. <00:08:09.599>So <00:08:09.699>check <00:08:09.799>this <00:08:09.899>out. <00:08:09.999>Okay <00:08:10.099>now <00:08:10.199>we <00:08:10.299>lead <00:08:10.399>with <00:08:10.499>the <00:08:10.599>answer.

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<00:08:12.469>out. <00:08:12.470>Okay <00:08:12.471>now <00:08:12.472>we <00:08:12.474>lead <00:08:12.475>with <00:08:12.476>the <00:08:12.478>answer.

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<00:08:12.479>out. <00:08:12.566>Okay <00:08:12.654>now <00:08:12.741>we <00:08:12.829>lead <00:08:12.916>with <00:08:13.003>the <00:08:13.091>answer. <00:08:13.179>So <00:08:13.266>the <00:08:13.354>first <00:08:13.441>sentence <00:08:13.529>of <00:08:13.616>this <00:08:13.704>doc <00:08:13.791>is <00:08:13.878>the

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<00:08:15.830>So <00:08:15.831>the <00:08:15.832>first <00:08:15.833>sentence <00:08:15.834>of <00:08:15.835>this <00:08:15.836>doc <00:08:15.837>is <00:08:15.839>the

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<00:08:15.840>So <00:08:15.933>the <00:08:16.026>first <00:08:16.119>sentence <00:08:16.213>of <00:08:16.306>this <00:08:16.400>doc <00:08:16.493>is <00:08:16.586>the <00:08:16.679>default <00:08:16.773>rate <00:08:16.866>limit <00:08:16.960>is <00:08:17.053>100 <00:08:17.146>requests <00:08:17.239>which

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<00:08:18.550>default <00:08:18.551>rate <00:08:18.553>limit <00:08:18.554>is <00:08:18.556>100 <00:08:18.557>requests <00:08:18.559>which

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<00:08:18.560>default <00:08:18.653>rate <00:08:18.746>limit <00:08:18.840>is <00:08:18.933>100 <00:08:19.026>requests <00:08:19.120>which <00:08:19.213>is <00:08:19.306>nice. <00:08:19.400>If <00:08:19.493>an <00:08:19.586>AI <00:08:19.680>agent <00:08:19.773>reads <00:08:19.866>this <00:08:19.960>chunk

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<00:08:21.430>is <00:08:21.431>nice. <00:08:21.432>If <00:08:21.433>an <00:08:21.434>AI <00:08:21.435>agent <00:08:21.436>reads <00:08:21.437>this <00:08:21.439>chunk

00:08:21.440 --> 00:08:23.749 align:start position:0%
<00:08:21.440>is <00:08:21.533>nice. <00:08:21.626>If <00:08:21.719>an <00:08:21.813>AI <00:08:21.906>agent <00:08:22.000>reads <00:08:22.093>this <00:08:22.186>chunk <00:08:22.280>or <00:08:22.373>reads <00:08:22.466>this <00:08:22.560>part <00:08:22.653>of <00:08:22.746>the <00:08:22.840>documentation,

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<00:08:23.749>or <00:08:23.750>reads <00:08:23.752>this <00:08:23.753>part <00:08:23.755>of <00:08:23.756>the <00:08:23.758>documentation,

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<00:08:23.759>or <00:08:23.875>reads <00:08:23.992>this <00:08:24.109>part <00:08:24.225>of <00:08:24.342>the <00:08:24.459>documentation, <00:08:24.575>it <00:08:24.692>immediately <00:08:24.809>knows <00:08:24.925>the <00:08:25.042>answer <00:08:25.159>because

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<00:08:25.909>it <00:08:25.910>immediately <00:08:25.912>knows <00:08:25.914>the <00:08:25.916>answer <00:08:25.918>because

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<00:08:25.919>it <00:08:26.026>immediately <00:08:26.134>knows <00:08:26.242>the <00:08:26.349>answer <00:08:26.457>because <00:08:26.565>we <00:08:26.672>lead <00:08:26.780>with <00:08:26.888>the <00:08:26.995>answer. <00:08:27.103>Then <00:08:27.211>we <00:08:27.318>give

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<00:08:29.110>we <00:08:29.111>lead <00:08:29.112>with <00:08:29.113>the <00:08:29.115>answer. <00:08:29.116>Then <00:08:29.117>we <00:08:29.119>give

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<00:08:29.120>we <00:08:29.220>lead <00:08:29.320>with <00:08:29.420>the <00:08:29.520>answer. <00:08:29.620>Then <00:08:29.720>we <00:08:29.820>give <00:08:29.920>some <00:08:30.020>orientation. <00:08:30.120>We <00:08:30.220>give <00:08:30.320>some <00:08:30.420>tiers <00:08:30.520>for

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<00:08:32.149>some <00:08:32.150>orientation. <00:08:32.152>We <00:08:32.153>give <00:08:32.155>some <00:08:32.156>tiers <00:08:32.158>for

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<00:08:32.159>some <00:08:32.246>orientation. <00:08:32.333>We <00:08:32.421>give <00:08:32.509>some <00:08:32.596>tiers <00:08:32.683>for <00:08:32.771>our <00:08:32.859>API. <00:08:32.946>So <00:08:33.034>we <00:08:33.121>have <00:08:33.208>a <00:08:33.296>free <00:08:33.384>tier, <00:08:33.471>a <00:08:33.558>pro

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<00:08:34.549>our <00:08:34.550>API. <00:08:34.551>So <00:08:34.553>we <00:08:34.554>have <00:08:34.554>a <00:08:34.555>free <00:08:34.556>tier, <00:08:34.558>a <00:08:34.558>pro

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<00:08:34.559>our <00:08:34.642>API. <00:08:34.724>So <00:08:34.807>we <00:08:34.889>have <00:08:34.971>a <00:08:35.054>free <00:08:35.136>tier, <00:08:35.218>a <00:08:35.301>pro <00:08:35.383>tier <00:08:35.465>and <00:08:35.548>an <00:08:35.630>enterprise <00:08:35.712>tier. <00:08:35.795>And <00:08:35.877>here <00:08:35.959>we

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<00:08:37.029>tier <00:08:37.030>and <00:08:37.031>an <00:08:37.032>enterprise <00:08:37.034>tier. <00:08:37.035>And <00:08:37.036>here <00:08:37.038>we

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<00:08:37.039>tier <00:08:37.139>and <00:08:37.239>an <00:08:37.338>enterprise <00:08:37.438>tier. <00:08:37.539>And <00:08:37.639>here <00:08:37.739>we <00:08:37.838>say <00:08:37.938>okay <00:08:38.039>this <00:08:38.139>is <00:08:38.239>how <00:08:38.338>you <00:08:38.438>orient

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<00:08:38.870>say <00:08:38.871>okay <00:08:38.873>this <00:08:38.874>is <00:08:38.876>how <00:08:38.877>you <00:08:38.879>orient

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<00:08:38.880>say <00:08:38.987>okay <00:08:39.095>this <00:08:39.203>is <00:08:39.310>how <00:08:39.418>you <00:08:39.526>orient <00:08:39.633>yourself. <00:08:39.741>This <00:08:39.849>is <00:08:39.956>the <00:08:40.064>options <00:08:40.172>that <00:08:40.280>we

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<00:08:40.549>yourself. <00:08:40.551>This <00:08:40.553>is <00:08:40.554>the <00:08:40.555>options <00:08:40.557>that <00:08:40.558>we

00:08:40.560 --> 00:08:43.909 align:start position:0%
<00:08:40.559>yourself. <00:08:40.667>This <00:08:40.775>is <00:08:40.883>the <00:08:40.990>options <00:08:41.098>that <00:08:41.206>we <00:08:41.313>provide <00:08:41.421>to <00:08:41.529>you <00:08:41.636>as <00:08:41.744>a <00:08:41.852>developer. <00:08:41.959>Finally,

00:08:43.909 --> 00:08:43.919 align:start position:0%
<00:08:43.909>provide <00:08:43.910>to <00:08:43.912>you <00:08:43.913>as <00:08:43.914>a <00:08:43.916>developer. <00:08:43.918>Finally,

00:08:43.919 --> 00:08:46.710 align:start position:0%
<00:08:43.919>provide <00:08:44.019>to <00:08:44.119>you <00:08:44.218>as <00:08:44.319>a <00:08:44.419>developer. <00:08:44.519>Finally, <00:08:44.619>we <00:08:44.718>give <00:08:44.819>nuance. <00:08:44.919>We <00:08:45.019>give <00:08:45.119>more <00:08:45.218>details. <00:08:45.319>In

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<00:08:46.710>we <00:08:46.711>give <00:08:46.712>nuance. <00:08:46.713>We <00:08:46.715>give <00:08:46.716>more <00:08:46.717>details. <00:08:46.719>In

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<00:08:46.720>we <00:08:46.813>give <00:08:46.906>nuance. <00:08:47.000>We <00:08:47.093>give <00:08:47.186>more <00:08:47.280>details. <00:08:47.373>In <00:08:47.466>the <00:08:47.560>end, <00:08:47.653>we <00:08:47.746>say <00:08:47.840>for <00:08:47.933>background <00:08:48.026>on <00:08:48.120>our

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<00:08:48.710>the <00:08:48.711>end, <00:08:48.712>we <00:08:48.713>say <00:08:48.715>for <00:08:48.716>background <00:08:48.717>on <00:08:48.719>our

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<00:08:48.720>the <00:08:48.836>end, <00:08:48.953>we <00:08:49.070>say <00:08:49.186>for <00:08:49.303>background <00:08:49.420>on <00:08:49.536>our <00:08:49.653>late <00:08:49.770>limiting <00:08:49.886>approach, <00:08:50.003>see <00:08:50.120>rate

00:08:51.030 --> 00:08:51.040 align:start position:0%
<00:08:51.030>late <00:08:51.032>limiting <00:08:51.034>approach, <00:08:51.036>see <00:08:51.039>rate

00:08:51.040 --> 00:08:52.790 align:start position:0%
<00:08:51.040>late <00:08:51.180>limiting <00:08:51.319>approach, <00:08:51.459>see <00:08:51.599>rate <00:08:51.740>limiting <00:08:51.880>architecture. <00:08:52.020>So, <00:08:52.160>this <00:08:52.300>is <00:08:52.439>the

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<00:08:52.790>limiting <00:08:52.791>architecture. <00:08:52.793>So, <00:08:52.795>this <00:08:52.797>is <00:08:52.799>the

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<00:08:52.800>limiting <00:08:52.927>architecture. <00:08:53.054>So, <00:08:53.181>this <00:08:53.309>is <00:08:53.436>the <00:08:53.563>nuance <00:08:53.690>part. <00:08:53.818>These <00:08:53.945>are <00:08:54.072>the <00:08:54.199>details.

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<00:08:55.590>nuance <00:08:55.591>part. <00:08:55.593>These <00:08:55.595>are <00:08:55.597>the <00:08:55.599>details.

00:08:55.600 --> 00:08:58.070 align:start position:0%
<00:08:55.600>nuance <00:08:55.716>part. <00:08:55.833>These <00:08:55.950>are <00:08:56.066>the <00:08:56.183>details. <00:08:56.300>And <00:08:56.416>this <00:08:56.533>is <00:08:56.650>basically <00:08:56.766>context. <00:08:56.883>It <00:08:57.000>makes

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<00:08:58.070>And <00:08:58.071>this <00:08:58.073>is <00:08:58.074>basically <00:08:58.076>context. <00:08:58.077>It <00:08:58.079>makes

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<00:08:58.080>And <00:08:58.180>this <00:08:58.280>is <00:08:58.380>basically <00:08:58.480>context. <00:08:58.580>It <00:08:58.680>makes <00:08:58.780>sense. <00:08:58.880>It <00:08:58.980>also <00:08:59.080>makes <00:08:59.180>sense <00:08:59.280>for <00:08:59.380>a <00:08:59.480>human.

00:09:00.150 --> 00:09:00.160 align:start position:0%
<00:09:00.150>sense. <00:09:00.151>It <00:09:00.152>also <00:09:00.153>makes <00:09:00.155>sense <00:09:00.156>for <00:09:00.157>a <00:09:00.159>human.

00:09:00.160 --> 00:09:01.829 align:start position:0%
<00:09:00.160>sense. <00:09:00.260>It <00:09:00.360>also <00:09:00.459>makes <00:09:00.560>sense <00:09:00.660>for <00:09:00.760>a <00:09:00.860>human. <00:09:00.959>I'm <00:09:01.060>happier <00:09:01.160>when <00:09:01.260>I <00:09:01.360>discover <00:09:01.459>the <00:09:01.560>answer

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<00:09:01.829>I'm <00:09:01.830>happier <00:09:01.832>when <00:09:01.833>I <00:09:01.835>discover <00:09:01.836>the <00:09:01.838>answer

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<00:09:01.839>I'm <00:09:01.940>happier <00:09:02.041>when <00:09:02.142>I <00:09:02.244>discover <00:09:02.345>the <00:09:02.446>answer <00:09:02.548>in <00:09:02.649>the <00:09:02.750>first <00:09:02.852>sentence <00:09:02.953>rather <00:09:03.054>than

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<00:09:03.190>in <00:09:03.191>the <00:09:03.193>first <00:09:03.195>sentence <00:09:03.197>rather <00:09:03.199>than

00:09:03.200 --> 00:09:05.590 align:start position:0%
<00:09:03.200>in <00:09:03.327>the <00:09:03.454>first <00:09:03.581>sentence <00:09:03.709>rather <00:09:03.836>than <00:09:03.963>discovering <00:09:04.090>it <00:09:04.218>after <00:09:04.345>reading <00:09:04.472>five <00:09:04.600>tons

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<00:09:05.590>discovering <00:09:05.591>it <00:09:05.593>after <00:09:05.595>reading <00:09:05.597>five <00:09:05.599>tons

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<00:09:05.600>discovering <00:09:05.800>it <00:09:06.000>after <00:09:06.200>reading <00:09:06.400>five <00:09:06.600>tons <00:09:06.800>of <00:09:07.000>text.

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<00:09:08.550>of <00:09:08.559>text.

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<00:09:08.560>of <00:09:08.793>text. <00:09:09.026>The <00:09:09.260>second <00:09:09.493>technique <00:09:09.726>is <00:09:09.959>explicit

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<00:09:11.190>The <00:09:11.192>second <00:09:11.194>technique <00:09:11.196>is <00:09:11.199>explicit

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<00:09:11.200>The <00:09:11.340>second <00:09:11.480>technique <00:09:11.620>is <00:09:11.760>explicit <00:09:11.900>relationship <00:09:12.040>mapping. <00:09:12.180>So <00:09:12.320>this <00:09:12.460>is <00:09:12.600>also

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<00:09:14.470>relationship <00:09:14.471>mapping. <00:09:14.473>So <00:09:14.475>this <00:09:14.477>is <00:09:14.479>also

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<00:09:14.480>relationship <00:09:14.596>mapping. <00:09:14.713>So <00:09:14.830>this <00:09:14.946>is <00:09:15.063>also <00:09:15.180>really <00:09:15.296>easy <00:09:15.413>to <00:09:15.530>understand <00:09:15.646>and <00:09:15.763>it <00:09:15.880>kinds

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<00:09:16.389>really <00:09:16.390>easy <00:09:16.392>to <00:09:16.393>understand <00:09:16.395>and <00:09:16.396>it <00:09:16.398>kinds

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<00:09:16.399>really <00:09:16.499>easy <00:09:16.599>to <00:09:16.699>understand <00:09:16.799>and <00:09:16.899>it <00:09:16.999>kinds <00:09:17.099>of <00:09:17.199>kind <00:09:17.299>of <00:09:17.399>ties <00:09:17.499>back <00:09:17.599>to <00:09:17.699>the <00:09:17.799>questions

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<00:09:18.150>of <00:09:18.151>kind <00:09:18.152>of <00:09:18.153>ties <00:09:18.155>back <00:09:18.156>to <00:09:18.157>the <00:09:18.159>questions

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<00:09:18.160>of <00:09:18.260>kind <00:09:18.360>of <00:09:18.459>ties <00:09:18.560>back <00:09:18.660>to <00:09:18.760>the <00:09:18.860>questions <00:09:18.959>that <00:09:19.060>we <00:09:19.160>were <00:09:19.260>asking <00:09:19.360>ourselves <00:09:19.459>when <00:09:19.560>we

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<00:09:19.750>that <00:09:19.751>we <00:09:19.753>were <00:09:19.754>asking <00:09:19.756>ourselves <00:09:19.757>when <00:09:19.759>we

00:09:19.760 --> 00:09:22.070 align:start position:0%
<00:09:19.760>that <00:09:19.867>we <00:09:19.975>were <00:09:20.083>asking <00:09:20.190>ourselves <00:09:20.298>when <00:09:20.406>we <00:09:20.513>were <00:09:20.621>defining <00:09:20.729>this <00:09:20.836>framework. <00:09:20.944>So <00:09:21.052>let <00:09:21.160>us

00:09:22.070 --> 00:09:22.080 align:start position:0%
<00:09:22.070>were <00:09:22.071>defining <00:09:22.073>this <00:09:22.074>framework. <00:09:22.076>So <00:09:22.077>let <00:09:22.079>us

00:09:22.080 --> 00:09:23.910 align:start position:0%
<00:09:22.080>were <00:09:22.196>defining <00:09:22.313>this <00:09:22.430>framework. <00:09:22.546>So <00:09:22.663>let <00:09:22.780>us <00:09:22.896>name <00:09:23.013>the <00:09:23.130>subject, <00:09:23.246>the <00:09:23.363>object, <00:09:23.480>the

00:09:23.910 --> 00:09:23.920 align:start position:0%
<00:09:23.910>name <00:09:23.911>the <00:09:23.913>subject, <00:09:23.915>the <00:09:23.917>object, <00:09:23.919>the

00:09:23.920 --> 00:09:26.470 align:start position:0%
<00:09:23.920>name <00:09:24.036>the <00:09:24.153>subject, <00:09:24.270>the <00:09:24.386>object, <00:09:24.503>the <00:09:24.620>dependency, <00:09:24.736>the <00:09:24.853>scope <00:09:24.969>and <00:09:25.086>the <00:09:25.203>next <00:09:25.319>step.

00:09:26.470 --> 00:09:26.480 align:start position:0%
<00:09:26.470>dependency, <00:09:26.471>the <00:09:26.473>scope <00:09:26.474>and <00:09:26.476>the <00:09:26.477>next <00:09:26.479>step.

00:09:26.480 --> 00:09:28.710 align:start position:0%
<00:09:26.480>dependency, <00:09:26.587>the <00:09:26.695>scope <00:09:26.803>and <00:09:26.910>the <00:09:27.018>next <00:09:27.126>step. <00:09:27.233>These <00:09:27.341>are <00:09:27.449>all <00:09:27.556>things <00:09:27.664>that <00:09:27.772>should <00:09:27.880>be

00:09:28.710 --> 00:09:28.720 align:start position:0%
<00:09:28.710>These <00:09:28.711>are <00:09:28.713>all <00:09:28.714>things <00:09:28.716>that <00:09:28.717>should <00:09:28.719>be

00:09:28.720 --> 00:09:30.470 align:start position:0%
<00:09:28.720>These <00:09:28.847>are <00:09:28.974>all <00:09:29.101>things <00:09:29.229>that <00:09:29.356>should <00:09:29.483>be <00:09:29.610>available <00:09:29.738>information <00:09:29.865>inside <00:09:29.992>of <00:09:30.120>the

00:09:30.470 --> 00:09:30.480 align:start position:0%
<00:09:30.470>available <00:09:30.472>information <00:09:30.474>inside <00:09:30.476>of <00:09:30.479>the

00:09:30.480 --> 00:09:33.590 align:start position:0%
<00:09:30.480>available <00:09:30.596>information <00:09:30.713>inside <00:09:30.830>of <00:09:30.946>the <00:09:31.063>chunk. <00:09:31.180>Again <00:09:31.296>you <00:09:31.413>see <00:09:31.530>an <00:09:31.646>example <00:09:31.763>of <00:09:31.880>bad

00:09:33.590 --> 00:09:33.600 align:start position:0%
<00:09:33.590>chunk. <00:09:33.591>Again <00:09:33.592>you <00:09:33.593>see <00:09:33.595>an <00:09:33.596>example <00:09:33.597>of <00:09:33.599>bad

00:09:33.600 --> 00:09:37.110 align:start position:0%
<00:09:33.600>chunk. <00:09:33.700>Again <00:09:33.800>you <00:09:33.900>see <00:09:34.000>an <00:09:34.100>example <00:09:34.200>of <00:09:34.300>bad <00:09:34.400>documentation <00:09:34.500>here. <00:09:34.600>So <00:09:34.700>it <00:09:34.800>sends <00:09:34.900>it <00:09:35.000>says

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<00:09:37.110>documentation <00:09:37.111>here. <00:09:37.113>So <00:09:37.114>it <00:09:37.116>sends <00:09:37.117>it <00:09:37.119>says

00:09:37.120 --> 00:09:39.110 align:start position:0%
<00:09:37.120>documentation <00:09:37.236>here. <00:09:37.353>So <00:09:37.470>it <00:09:37.586>sends <00:09:37.703>it <00:09:37.820>says <00:09:37.936>use <00:09:38.053>the <00:09:38.170>send <00:09:38.286>endpoint <00:09:38.403>as <00:09:38.520>described

00:09:39.110 --> 00:09:39.120 align:start position:0%
<00:09:39.110>use <00:09:39.111>the <00:09:39.113>send <00:09:39.115>endpoint <00:09:39.117>as <00:09:39.119>described

00:09:39.120 --> 00:09:41.430 align:start position:0%
<00:09:39.120>use <00:09:39.247>the <00:09:39.374>send <00:09:39.501>endpoint <00:09:39.629>as <00:09:39.756>described <00:09:39.883>above. <00:09:40.010>Make <00:09:40.138>sure <00:09:40.265>you've <00:09:40.392>completed <00:09:40.520>all

00:09:41.430 --> 00:09:41.440 align:start position:0%
<00:09:41.430>above. <00:09:41.431>Make <00:09:41.433>sure <00:09:41.435>you've <00:09:41.437>completed <00:09:41.439>all

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<00:09:41.440>above. <00:09:41.567>Make <00:09:41.694>sure <00:09:41.821>you've <00:09:41.949>completed <00:09:42.076>all <00:09:42.203>previous <00:09:42.330>steps <00:09:42.458>first <00:09:42.585>pass <00:09:42.712>the <00:09:42.840>parameters

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<00:09:43.829>previous <00:09:43.830>steps <00:09:43.832>first <00:09:43.834>pass <00:09:43.836>the <00:09:43.838>parameters

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<00:09:43.839>previous <00:09:43.946>steps <00:09:44.054>first <00:09:44.162>pass <00:09:44.269>the <00:09:44.377>parameters <00:09:44.485>as <00:09:44.592>shown. <00:09:44.700>For <00:09:44.808>a <00:09:44.915>human <00:09:45.023>who <00:09:45.131>maybe <00:09:45.238>reads

00:09:46.389 --> 00:09:46.399 align:start position:0%
<00:09:46.389>as <00:09:46.390>shown. <00:09:46.391>For <00:09:46.392>a <00:09:46.394>human <00:09:46.395>who <00:09:46.396>maybe <00:09:46.398>reads

00:09:46.399 --> 00:09:47.990 align:start position:0%
<00:09:46.399>as <00:09:46.506>shown. <00:09:46.614>For <00:09:46.722>a <00:09:46.829>human <00:09:46.937>who <00:09:47.045>maybe <00:09:47.152>reads <00:09:47.260>this <00:09:47.368>page <00:09:47.475>sequentially <00:09:47.583>from <00:09:47.691>top <00:09:47.799>to

00:09:47.990 --> 00:09:48.000 align:start position:0%
<00:09:47.990>this <00:09:47.991>page <00:09:47.993>sequentially <00:09:47.995>from <00:09:47.997>top <00:09:47.999>to

00:09:48.000 --> 00:09:50.630 align:start position:0%
<00:09:48.000>this <00:09:48.107>page <00:09:48.215>sequentially <00:09:48.323>from <00:09:48.430>top <00:09:48.538>to <00:09:48.646>bottom <00:09:48.753>this <00:09:48.861>could <00:09:48.969>be <00:09:49.076>kind <00:09:49.184>of <00:09:49.292>sort <00:09:49.400>of

00:09:50.630 --> 00:09:50.640 align:start position:0%
<00:09:50.630>bottom <00:09:50.631>this <00:09:50.632>could <00:09:50.633>be <00:09:50.635>kind <00:09:50.636>of <00:09:50.637>sort <00:09:50.639>of

00:09:50.640 --> 00:09:53.030 align:start position:0%
<00:09:50.640>bottom <00:09:50.733>this <00:09:50.826>could <00:09:50.920>be <00:09:51.013>kind <00:09:51.106>of <00:09:51.199>sort <00:09:51.293>of <00:09:51.386>useful. <00:09:51.480>But <00:09:51.573>for <00:09:51.666>an <00:09:51.760>AI <00:09:51.853>agent <00:09:51.946>this <00:09:52.040>will

00:09:53.030 --> 00:09:53.040 align:start position:0%
<00:09:53.030>useful. <00:09:53.031>But <00:09:53.032>for <00:09:53.033>an <00:09:53.035>AI <00:09:53.036>agent <00:09:53.037>this <00:09:53.039>will

00:09:53.040 --> 00:09:55.509 align:start position:0%
<00:09:53.040>useful. <00:09:53.156>But <00:09:53.273>for <00:09:53.390>an <00:09:53.506>AI <00:09:53.623>agent <00:09:53.740>this <00:09:53.856>will <00:09:53.973>mostly <00:09:54.089>be <00:09:54.206>useless <00:09:54.323>information <00:09:54.439>again.

00:09:55.509 --> 00:09:55.519 align:start position:0%
<00:09:55.509>mostly <00:09:55.511>be <00:09:55.513>useless <00:09:55.515>information <00:09:55.518>again.

00:09:55.519 --> 00:09:57.910 align:start position:0%
<00:09:55.519>mostly <00:09:55.635>be <00:09:55.752>useless <00:09:55.869>information <00:09:55.985>again. <00:09:56.102>Why? <00:09:56.219>Because <00:09:56.335>we <00:09:56.452>did <00:09:56.569>not <00:09:56.685>name <00:09:56.802>the <00:09:56.919>subject

00:09:57.910 --> 00:09:57.920 align:start position:0%
<00:09:57.910>Why? <00:09:57.911>Because <00:09:57.912>we <00:09:57.913>did <00:09:57.915>not <00:09:57.916>name <00:09:57.917>the <00:09:57.919>subject

00:09:57.920 --> 00:10:01.990 align:start position:0%
<00:09:57.920>Why? <00:09:58.020>Because <00:09:58.120>we <00:09:58.219>did <00:09:58.319>not <00:09:58.420>name <00:09:58.520>the <00:09:58.620>subject <00:09:58.719>the <00:09:58.819>object <00:09:58.920>dependency <00:09:59.020>etc <00:09:59.120>etc. <00:09:59.219>So <00:09:59.319>here

00:10:01.990 --> 00:10:02.000 align:start position:0%
<00:10:01.990>the <00:10:01.991>object <00:10:01.993>dependency <00:10:01.994>etc <00:10:01.996>etc. <00:10:01.997>So <00:10:01.999>here

00:10:02.000 --> 00:10:04.150 align:start position:0%
<00:10:02.000>the <00:10:02.107>object <00:10:02.215>dependency <00:10:02.323>etc <00:10:02.430>etc. <00:10:02.538>So <00:10:02.646>here <00:10:02.753>we <00:10:02.861>are <00:10:02.969>relying <00:10:03.076>on <00:10:03.184>somebody <00:10:03.292>having <00:10:03.400>read

00:10:04.150 --> 00:10:04.160 align:start position:0%
<00:10:04.150>we <00:10:04.151>are <00:10:04.153>relying <00:10:04.154>on <00:10:04.156>somebody <00:10:04.157>having <00:10:04.159>read

00:10:04.160 --> 00:10:06.949 align:start position:0%
<00:10:04.160>we <00:10:04.267>are <00:10:04.375>relying <00:10:04.483>on <00:10:04.590>somebody <00:10:04.698>having <00:10:04.806>read <00:10:04.913>the <00:10:05.021>page <00:10:05.129>in <00:10:05.236>a <00:10:05.344>sequence. <00:10:05.452>So <00:10:05.560>having

00:10:06.949 --> 00:10:06.959 align:start position:0%
<00:10:06.949>the <00:10:06.950>page <00:10:06.952>in <00:10:06.953>a <00:10:06.954>sequence. <00:10:06.956>So <00:10:06.958>having

00:10:06.959 --> 00:10:09.190 align:start position:0%
<00:10:06.959>the <00:10:07.086>page <00:10:07.213>in <00:10:07.340>a <00:10:07.468>sequence. <00:10:07.595>So <00:10:07.722>having <00:10:07.849>information <00:10:07.977>from <00:10:08.104>the <00:10:08.231>previous <00:10:08.358>section

00:10:09.190 --> 00:10:09.200 align:start position:0%
<00:10:09.190>information <00:10:09.192>from <00:10:09.194>the <00:10:09.196>previous <00:10:09.199>section

00:10:09.200 --> 00:10:11.750 align:start position:0%
<00:10:09.200>information <00:10:09.316>from <00:10:09.433>the <00:10:09.550>previous <00:10:09.666>section <00:10:09.783>which <00:10:09.900>is <00:10:10.016>not <00:10:10.133>necessarily <00:10:10.250>true <00:10:10.366>for <00:10:10.483>an <00:10:10.600>AI

00:10:11.750 --> 00:10:11.760 align:start position:0%
<00:10:11.750>which <00:10:11.751>is <00:10:11.752>not <00:10:11.753>necessarily <00:10:11.755>true <00:10:11.756>for <00:10:11.757>an <00:10:11.759>AI

00:10:11.760 --> 00:10:15.110 align:start position:0%
<00:10:11.760>which <00:10:11.867>is <00:10:11.975>not <00:10:12.083>necessarily <00:10:12.190>true <00:10:12.298>for <00:10:12.406>an <00:10:12.513>AI <00:10:12.621>agent <00:10:12.729>who <00:10:12.836>uses <00:10:12.944>a <00:10:13.052>rag <00:10:13.160>approach.

00:10:15.110 --> 00:10:15.120 align:start position:0%
<00:10:15.110>agent <00:10:15.111>who <00:10:15.113>uses <00:10:15.115>a <00:10:15.117>rag <00:10:15.119>approach.

00:10:15.120 --> 00:10:19.190 align:start position:0%
<00:10:15.120>agent <00:10:15.227>who <00:10:15.335>uses <00:10:15.443>a <00:10:15.550>rag <00:10:15.658>approach. <00:10:15.766>Let's <00:10:15.873>fix <00:10:15.981>it. <00:10:16.089>Okay. <00:10:16.196>So <00:10:16.304>now <00:10:16.412>we <00:10:16.520>are

00:10:19.190 --> 00:10:19.200 align:start position:0%
<00:10:19.190>Let's <00:10:19.191>fix <00:10:19.192>it. <00:10:19.193>Okay. <00:10:19.195>So <00:10:19.196>now <00:10:19.197>we <00:10:19.199>are

00:10:19.200 --> 00:10:21.829 align:start position:0%
<00:10:19.200>Let's <00:10:19.316>fix <00:10:19.433>it. <00:10:19.550>Okay. <00:10:19.666>So <00:10:19.783>now <00:10:19.900>we <00:10:20.016>are <00:10:20.133>basically <00:10:20.250>naming <00:10:20.366>everything <00:10:20.483>here. <00:10:20.600>We

00:10:21.829 --> 00:10:21.839 align:start position:0%
<00:10:21.829>basically <00:10:21.831>naming <00:10:21.833>everything <00:10:21.835>here. <00:10:21.838>We

00:10:21.839 --> 00:10:23.829 align:start position:0%
<00:10:21.839>basically <00:10:21.966>naming <00:10:22.093>everything <00:10:22.220>here. <00:10:22.348>We <00:10:22.475>have <00:10:22.602>the <00:10:22.729>subject <00:10:22.857>which <00:10:22.984>is <00:10:23.111>the <00:10:23.238>endpoint

00:10:23.829 --> 00:10:23.839 align:start position:0%
<00:10:23.829>have <00:10:23.830>the <00:10:23.832>subject <00:10:23.833>which <00:10:23.834>is <00:10:23.836>the <00:10:23.838>endpoint

00:10:23.839 --> 00:10:26.710 align:start position:0%
<00:10:23.839>have <00:10:23.939>the <00:10:24.039>subject <00:10:24.138>which <00:10:24.238>is <00:10:24.339>the <00:10:24.439>endpoint <00:10:24.539>itself. <00:10:24.638>We <00:10:24.738>have <00:10:24.839>the <00:10:24.939>object <00:10:25.039>which <00:10:25.138>is <00:10:25.238>the

00:10:26.710 --> 00:10:26.720 align:start position:0%
<00:10:26.710>itself. <00:10:26.711>We <00:10:26.712>have <00:10:26.713>the <00:10:26.715>object <00:10:26.716>which <00:10:26.717>is <00:10:26.719>the

00:10:26.720 --> 00:10:29.030 align:start position:0%
<00:10:26.720>itself. <00:10:26.827>We <00:10:26.935>have <00:10:27.043>the <00:10:27.150>object <00:10:27.258>which <00:10:27.366>is <00:10:27.473>the <00:10:27.581>message. <00:10:27.689>We <00:10:27.796>have <00:10:27.904>the <00:10:28.012>dependencies <00:10:28.120>which

00:10:29.030 --> 00:10:29.040 align:start position:0%
<00:10:29.030>message. <00:10:29.031>We <00:10:29.033>have <00:10:29.035>the <00:10:29.037>dependencies <00:10:29.039>which

00:10:29.040 --> 00:10:31.509 align:start position:0%
<00:10:29.040>message. <00:10:29.156>We <00:10:29.273>have <00:10:29.390>the <00:10:29.506>dependencies <00:10:29.623>which <00:10:29.740>are <00:10:29.856>the <00:10:29.973>prerequisites <00:10:30.089>here. <00:10:30.206>We <00:10:30.323>have <00:10:30.439>the

00:10:31.509 --> 00:10:31.519 align:start position:0%
<00:10:31.509>are <00:10:31.510>the <00:10:31.512>prerequisites <00:10:31.513>here. <00:10:31.515>We <00:10:31.516>have <00:10:31.518>the

00:10:31.519 --> 00:10:33.670 align:start position:0%
<00:10:31.519>are <00:10:31.635>the <00:10:31.752>prerequisites <00:10:31.869>here. <00:10:31.985>We <00:10:32.102>have <00:10:32.219>the <00:10:32.335>scope <00:10:32.452>which <00:10:32.569>are <00:10:32.685>the <00:10:32.802>parameters. <00:10:32.919>And

00:10:33.670 --> 00:10:33.680 align:start position:0%
<00:10:33.670>scope <00:10:33.671>which <00:10:33.673>are <00:10:33.675>the <00:10:33.677>parameters. <00:10:33.679>And

00:10:33.680 --> 00:10:35.829 align:start position:0%
<00:10:33.680>scope <00:10:33.787>which <00:10:33.895>are <00:10:34.003>the <00:10:34.110>parameters. <00:10:34.218>And <00:10:34.326>obviously <00:10:34.433>we <00:10:34.541>have <00:10:34.649>a <00:10:34.756>link <00:10:34.864>to <00:10:34.972>the <00:10:35.079>next

00:10:35.829 --> 00:10:35.839 align:start position:0%
<00:10:35.829>obviously <00:10:35.830>we <00:10:35.831>have <00:10:35.832>a <00:10:35.834>link <00:10:35.835>to <00:10:35.836>the <00:10:35.838>next

00:10:35.839 --> 00:10:37.910 align:start position:0%
<00:10:35.839>obviously <00:10:35.939>we <00:10:36.039>have <00:10:36.138>a <00:10:36.238>link <00:10:36.339>to <00:10:36.439>the <00:10:36.539>next <00:10:36.638>steps. <00:10:36.738>And <00:10:36.839>since <00:10:36.939>AI <00:10:37.039>agents <00:10:37.138>can <00:10:37.238>follow

00:10:37.910 --> 00:10:37.920 align:start position:0%
<00:10:37.910>steps. <00:10:37.911>And <00:10:37.913>since <00:10:37.914>AI <00:10:37.915>agents <00:10:37.917>can <00:10:37.919>follow

00:10:37.920 --> 00:10:40.550 align:start position:0%
<00:10:37.920>steps. <00:10:38.027>And <00:10:38.135>since <00:10:38.243>AI <00:10:38.350>agents <00:10:38.458>can <00:10:38.566>follow <00:10:38.673>links, <00:10:38.781>this <00:10:38.889>is <00:10:38.996>a <00:10:39.104>totally <00:10:39.212>valid <00:10:39.319>example

00:10:40.550 --> 00:10:40.560 align:start position:0%
<00:10:40.550>links, <00:10:40.551>this <00:10:40.553>is <00:10:40.554>a <00:10:40.555>totally <00:10:40.557>valid <00:10:40.559>example

00:10:40.560 --> 00:10:43.509 align:start position:0%
<00:10:40.560>links, <00:10:40.676>this <00:10:40.793>is <00:10:40.910>a <00:10:41.026>totally <00:10:41.143>valid <00:10:41.260>example <00:10:41.376>of <00:10:41.493>explicit <00:10:41.609>relationship <00:10:41.726>mapping. <00:10:41.843>Now <00:10:41.959>we

00:10:43.509 --> 00:10:43.519 align:start position:0%
<00:10:43.509>of <00:10:43.510>explicit <00:10:43.512>relationship <00:10:43.514>mapping. <00:10:43.516>Now <00:10:43.518>we

00:10:43.519 --> 00:10:45.350 align:start position:0%
<00:10:43.519>of <00:10:43.646>explicit <00:10:43.773>relationship <00:10:43.900>mapping. <00:10:44.028>Now <00:10:44.155>we <00:10:44.282>have <00:10:44.409>named <00:10:44.537>all <00:10:44.664>the <00:10:44.791>necessary <00:10:44.919>information

00:10:45.350 --> 00:10:45.360 align:start position:0%
<00:10:45.350>have <00:10:45.351>named <00:10:45.353>all <00:10:45.355>the <00:10:45.357>necessary <00:10:45.359>information

00:10:45.360 --> 00:10:48.230 align:start position:0%
<00:10:45.360>have <00:10:45.467>named <00:10:45.575>all <00:10:45.683>the <00:10:45.790>necessary <00:10:45.898>information <00:10:46.006>that <00:10:46.113>we <00:10:46.221>basically <00:10:46.329>need <00:10:46.436>for <00:10:46.544>this <00:10:46.652>chunk <00:10:46.760>to

00:10:48.230 --> 00:10:48.240 align:start position:0%
<00:10:48.230>that <00:10:48.231>we <00:10:48.232>basically <00:10:48.233>need <00:10:48.235>for <00:10:48.236>this <00:10:48.237>chunk <00:10:48.239>to

00:10:48.240 --> 00:10:50.069 align:start position:0%
<00:10:48.240>that <00:10:48.347>we <00:10:48.455>basically <00:10:48.563>need <00:10:48.670>for <00:10:48.778>this <00:10:48.886>chunk <00:10:48.993>to <00:10:49.101>work <00:10:49.209>as <00:10:49.316>a <00:10:49.424>standalone <00:10:49.532>piece <00:10:49.640>of

00:10:50.069 --> 00:10:50.079 align:start position:0%
<00:10:50.069>work <00:10:50.070>as <00:10:50.072>a <00:10:50.074>standalone <00:10:50.076>piece <00:10:50.078>of

00:10:50.079 --> 00:10:51.430 align:start position:0%
<00:10:50.079>work <00:10:50.189>as <00:10:50.300>a <00:10:50.410>standalone <00:10:50.521>piece <00:10:50.631>of <00:10:50.742>information <00:10:50.852>that's <00:10:50.963>still <00:10:51.073>going <00:10:51.184>to <00:10:51.294>be

00:10:51.430 --> 00:10:51.440 align:start position:0%
<00:10:51.430>information <00:10:51.431>that's <00:10:51.433>still <00:10:51.435>going <00:10:51.437>to <00:10:51.439>be

00:10:51.440 --> 00:10:56.150 align:start position:0%
<00:10:51.440>information <00:10:51.580>that's <00:10:51.720>still <00:10:51.860>going <00:10:52.000>to <00:10:52.140>be <00:10:52.280>useful <00:10:52.420>for <00:10:52.560>the <00:10:52.700>AI <00:10:52.840>agent.

00:10:56.160 --> 00:10:58.310 align:start position:0%
<00:10:56.160>The <00:10:56.510>third <00:10:56.860>technique <00:10:57.209>is <00:10:57.560>progressive

00:10:58.310 --> 00:10:58.320 align:start position:0%
<00:10:58.310>The <00:10:58.312>third <00:10:58.314>technique <00:10:58.316>is <00:10:58.319>progressive

00:10:58.320 --> 00:11:00.230 align:start position:0%
<00:10:58.320>The <00:10:58.460>third <00:10:58.600>technique <00:10:58.740>is <00:10:58.880>progressive <00:10:59.020>context <00:10:59.160>disclosure <00:10:59.300>and <00:10:59.440>this <00:10:59.580>is <00:10:59.720>also

00:11:00.230 --> 00:11:00.240 align:start position:0%
<00:11:00.230>context <00:11:00.231>disclosure <00:11:00.233>and <00:11:00.235>this <00:11:00.237>is <00:11:00.239>also

00:11:00.240 --> 00:11:02.470 align:start position:0%
<00:11:00.240>context <00:11:00.367>disclosure <00:11:00.494>and <00:11:00.621>this <00:11:00.749>is <00:11:00.876>also <00:11:01.003>really <00:11:01.130>simple <00:11:01.258>but <00:11:01.385>there <00:11:01.512>are <00:11:01.640>some

00:11:02.470 --> 00:11:02.480 align:start position:0%
<00:11:02.470>really <00:11:02.471>simple <00:11:02.473>but <00:11:02.475>there <00:11:02.477>are <00:11:02.479>some

00:11:02.480 --> 00:11:05.509 align:start position:0%
<00:11:02.480>really <00:11:02.596>simple <00:11:02.713>but <00:11:02.830>there <00:11:02.946>are <00:11:03.063>some <00:11:03.180>surprises <00:11:03.296>to <00:11:03.413>it. <00:11:03.530>So <00:11:03.646>here <00:11:03.763>we <00:11:03.880>should

00:11:05.509 --> 00:11:05.519 align:start position:0%
<00:11:05.509>surprises <00:11:05.510>to <00:11:05.512>it. <00:11:05.513>So <00:11:05.515>here <00:11:05.516>we <00:11:05.518>should

00:11:05.519 --> 00:11:08.870 align:start position:0%
<00:11:05.519>surprises <00:11:05.635>to <00:11:05.752>it. <00:11:05.869>So <00:11:05.985>here <00:11:06.102>we <00:11:06.219>should <00:11:06.335>organize <00:11:06.452>our <00:11:06.569>information <00:11:06.685>into <00:11:06.802>layers. <00:11:06.919>So

00:11:08.870 --> 00:11:08.880 align:start position:0%
<00:11:08.870>organize <00:11:08.871>our <00:11:08.873>information <00:11:08.875>into <00:11:08.877>layers. <00:11:08.879>So

00:11:08.880 --> 00:11:10.949 align:start position:0%
<00:11:08.880>organize <00:11:09.020>our <00:11:09.160>information <00:11:09.300>into <00:11:09.439>layers. <00:11:09.580>So <00:11:09.720>we <00:11:09.860>should <00:11:10.000>first <00:11:10.140>mention <00:11:10.280>essential

00:11:10.949 --> 00:11:10.959 align:start position:0%
<00:11:10.949>we <00:11:10.951>should <00:11:10.953>first <00:11:10.955>mention <00:11:10.958>essential

00:11:10.959 --> 00:11:15.030 align:start position:0%
<00:11:10.959>we <00:11:11.098>should <00:11:11.238>first <00:11:11.378>mention <00:11:11.518>essential <00:11:11.659>information <00:11:11.799>then <00:11:11.939>mention <00:11:12.079>the <00:11:12.218>details <00:11:12.358>and

00:11:15.030 --> 00:11:15.040 align:start position:0%
<00:11:15.030>information <00:11:15.031>then <00:11:15.033>mention <00:11:15.035>the <00:11:15.037>details <00:11:15.039>and

00:11:15.040 --> 00:11:17.910 align:start position:0%
<00:11:15.040>information <00:11:15.167>then <00:11:15.294>mention <00:11:15.421>the <00:11:15.549>details <00:11:15.676>and <00:11:15.803>finally <00:11:15.930>mention <00:11:16.058>the <00:11:16.185>edge <00:11:16.312>cases. <00:11:16.439>And

00:11:17.910 --> 00:11:17.920 align:start position:0%
<00:11:17.910>finally <00:11:17.911>mention <00:11:17.913>the <00:11:17.915>edge <00:11:17.917>cases. <00:11:17.919>And

00:11:17.920 --> 00:11:20.630 align:start position:0%
<00:11:17.920>finally <00:11:18.036>mention <00:11:18.153>the <00:11:18.270>edge <00:11:18.386>cases. <00:11:18.503>And <00:11:18.620>there's <00:11:18.736>a <00:11:18.853>very <00:11:18.969>particular <00:11:19.086>reason <00:11:19.203>why <00:11:19.319>we

00:11:20.630 --> 00:11:20.640 align:start position:0%
<00:11:20.630>there's <00:11:20.631>a <00:11:20.633>very <00:11:20.634>particular <00:11:20.636>reason <00:11:20.637>why <00:11:20.639>we

00:11:20.640 --> 00:11:23.590 align:start position:0%
<00:11:20.640>there's <00:11:20.740>a <00:11:20.840>very <00:11:20.939>particular <00:11:21.040>reason <00:11:21.140>why <00:11:21.240>we <00:11:21.340>put <00:11:21.439>the <00:11:21.540>details <00:11:21.640>in <00:11:21.740>the <00:11:21.840>middle. <00:11:21.939>There <00:11:22.040>has

00:11:23.590 --> 00:11:23.600 align:start position:0%
<00:11:23.590>put <00:11:23.591>the <00:11:23.592>details <00:11:23.593>in <00:11:23.595>the <00:11:23.596>middle. <00:11:23.597>There <00:11:23.599>has

00:11:23.600 --> 00:11:25.910 align:start position:0%
<00:11:23.600>put <00:11:23.707>the <00:11:23.815>details <00:11:23.923>in <00:11:24.030>the <00:11:24.138>middle. <00:11:24.246>There <00:11:24.353>has <00:11:24.461>been <00:11:24.569>some <00:11:24.676>research <00:11:24.784>regarding <00:11:24.892>the <00:11:25.000>context

00:11:25.910 --> 00:11:25.920 align:start position:0%
<00:11:25.910>been <00:11:25.911>some <00:11:25.913>research <00:11:25.915>regarding <00:11:25.917>the <00:11:25.919>context

00:11:25.920 --> 00:11:28.470 align:start position:0%
<00:11:25.920>been <00:11:26.036>some <00:11:26.153>research <00:11:26.270>regarding <00:11:26.386>the <00:11:26.503>context <00:11:26.620>of <00:11:26.736>AI <00:11:26.853>agent. <00:11:26.969>Actually, <00:11:27.086>there's <00:11:27.203>a <00:11:27.319>paper

00:11:28.470 --> 00:11:28.480 align:start position:0%
<00:11:28.470>of <00:11:28.471>AI <00:11:28.473>agent. <00:11:28.474>Actually, <00:11:28.476>there's <00:11:28.477>a <00:11:28.479>paper

00:11:28.480 --> 00:11:30.150 align:start position:0%
<00:11:28.480>of <00:11:28.580>AI <00:11:28.680>agent. <00:11:28.780>Actually, <00:11:28.880>there's <00:11:28.980>a <00:11:29.080>paper <00:11:29.180>that <00:11:29.280>I <00:11:29.380>used <00:11:29.480>as <00:11:29.580>a <00:11:29.680>reference <00:11:29.780>here. <00:11:29.880>It's

00:11:30.150 --> 00:11:30.160 align:start position:0%
<00:11:30.150>that <00:11:30.151>I <00:11:30.152>used <00:11:30.153>as <00:11:30.155>a <00:11:30.156>reference <00:11:30.157>here. <00:11:30.159>It's

00:11:30.160 --> 00:11:31.910 align:start position:0%
<00:11:30.160>that <00:11:30.253>I <00:11:30.346>used <00:11:30.439>as <00:11:30.533>a <00:11:30.626>reference <00:11:30.719>here. <00:11:30.813>It's <00:11:30.906>called <00:11:31.000>Lost <00:11:31.093>in <00:11:31.186>the <00:11:31.280>Middle. <00:11:31.373>It's <00:11:31.466>a <00:11:31.560>great

00:11:31.910 --> 00:11:31.920 align:start position:0%
<00:11:31.910>called <00:11:31.911>Lost <00:11:31.912>in <00:11:31.913>the <00:11:31.915>Middle. <00:11:31.916>It's <00:11:31.917>a <00:11:31.919>great

00:11:31.920 --> 00:11:33.430 align:start position:0%
<00:11:31.920>called <00:11:32.017>Lost <00:11:32.114>in <00:11:32.211>the <00:11:32.308>Middle. <00:11:32.405>It's <00:11:32.502>a <00:11:32.599>great <00:11:32.696>research <00:11:32.793>paper. <00:11:32.890>So, <00:11:32.987>read <00:11:33.084>it <00:11:33.181>if <00:11:33.279>you're

00:11:33.430 --> 00:11:33.440 align:start position:0%
<00:11:33.430>research <00:11:33.431>paper. <00:11:33.433>So, <00:11:33.434>read <00:11:33.436>it <00:11:33.437>if <00:11:33.439>you're

00:11:33.440 --> 00:11:36.790 align:start position:0%
<00:11:33.440>research <00:11:33.547>paper. <00:11:33.655>So, <00:11:33.763>read <00:11:33.870>it <00:11:33.978>if <00:11:34.086>you're <00:11:34.193>into <00:11:34.301>that. <00:11:34.409>Uh, <00:11:34.516>which <00:11:34.624>basically <00:11:34.732>says <00:11:34.840>uh

00:11:36.790 --> 00:11:36.800 align:start position:0%
<00:11:36.790>into <00:11:36.791>that. <00:11:36.793>Uh, <00:11:36.794>which <00:11:36.795>basically <00:11:36.797>says <00:11:36.799>uh

00:11:36.800 --> 00:11:39.030 align:start position:0%
<00:11:36.800>into <00:11:36.900>that. <00:11:37.000>Uh, <00:11:37.099>which <00:11:37.199>basically <00:11:37.300>says <00:11:37.400>uh <00:11:37.500>the <00:11:37.599>things <00:11:37.699>mentioned <00:11:37.800>at <00:11:37.900>the <00:11:38.000>start <00:11:38.099>of <00:11:38.199>the

00:11:39.030 --> 00:11:39.040 align:start position:0%
<00:11:39.030>the <00:11:39.031>things <00:11:39.032>mentioned <00:11:39.033>at <00:11:39.035>the <00:11:39.036>start <00:11:39.037>of <00:11:39.039>the

00:11:39.040 --> 00:11:41.430 align:start position:0%
<00:11:39.040>the <00:11:39.133>things <00:11:39.226>mentioned <00:11:39.319>at <00:11:39.413>the <00:11:39.506>start <00:11:39.599>of <00:11:39.693>the <00:11:39.786>context <00:11:39.880>and <00:11:39.973>at <00:11:40.066>the <00:11:40.160>end <00:11:40.253>of <00:11:40.346>the <00:11:40.439>context

00:11:41.430 --> 00:11:41.440 align:start position:0%
<00:11:41.430>context <00:11:41.431>and <00:11:41.432>at <00:11:41.433>the <00:11:41.435>end <00:11:41.436>of <00:11:41.437>the <00:11:41.439>context

00:11:41.440 --> 00:11:43.670 align:start position:0%
<00:11:41.440>context <00:11:41.540>and <00:11:41.640>at <00:11:41.740>the <00:11:41.840>end <00:11:41.940>of <00:11:42.040>the <00:11:42.140>context <00:11:42.240>are <00:11:42.340>the <00:11:42.440>most <00:11:42.540>relevant <00:11:42.640>things. <00:11:42.740>The <00:11:42.840>things

00:11:43.670 --> 00:11:43.680 align:start position:0%
<00:11:43.670>are <00:11:43.671>the <00:11:43.673>most <00:11:43.674>relevant <00:11:43.675>things. <00:11:43.677>The <00:11:43.679>things

00:11:43.680 --> 00:11:46.389 align:start position:0%
<00:11:43.680>are <00:11:43.780>the <00:11:43.880>most <00:11:43.979>relevant <00:11:44.079>things. <00:11:44.180>The <00:11:44.280>things <00:11:44.380>in <00:11:44.479>the <00:11:44.579>middle <00:11:44.680>get <00:11:44.780>lost. <00:11:44.880>Why <00:11:44.979>is <00:11:45.079>that?

00:11:46.389 --> 00:11:46.399 align:start position:0%
<00:11:46.389>in <00:11:46.390>the <00:11:46.391>middle <00:11:46.392>get <00:11:46.394>lost. <00:11:46.395>Why <00:11:46.396>is <00:11:46.398>that?

00:11:46.399 --> 00:11:49.190 align:start position:0%
<00:11:46.399>in <00:11:46.499>the <00:11:46.599>middle <00:11:46.699>get <00:11:46.799>lost. <00:11:46.899>Why <00:11:46.999>is <00:11:47.099>that? <00:11:47.199>Because <00:11:47.299>start <00:11:47.399>of <00:11:47.499>the <00:11:47.599>context <00:11:47.699>has <00:11:47.799>premise

00:11:49.190 --> 00:11:49.200 align:start position:0%
<00:11:49.190>Because <00:11:49.191>start <00:11:49.193>of <00:11:49.194>the <00:11:49.196>context <00:11:49.197>has <00:11:49.199>premise

00:11:49.200 --> 00:11:53.350 align:start position:0%
<00:11:49.200>Because <00:11:49.300>start <00:11:49.400>of <00:11:49.500>the <00:11:49.600>context <00:11:49.700>has <00:11:49.800>premise <00:11:49.900>CBS. <00:11:50.000>and <00:11:50.100>of <00:11:50.200>the <00:11:50.300>context <00:11:50.400>has <00:11:50.500>recent <00:11:50.600>CBS

00:11:53.350 --> 00:11:53.360 align:start position:0%
<00:11:53.350>CBS. <00:11:53.351>and <00:11:53.352>of <00:11:53.353>the <00:11:53.355>context <00:11:53.356>has <00:11:53.357>recent <00:11:53.359>CBS

00:11:53.360 --> 00:11:55.910 align:start position:0%
<00:11:53.360>CBS. <00:11:53.453>and <00:11:53.546>of <00:11:53.640>the <00:11:53.733>context <00:11:53.826>has <00:11:53.920>recent <00:11:54.013>CBS <00:11:54.106>which <00:11:54.200>sort <00:11:54.293>of <00:11:54.386>is <00:11:54.480>how <00:11:54.573>the <00:11:54.666>human <00:11:54.760>brain

00:11:55.910 --> 00:11:55.920 align:start position:0%
<00:11:55.910>which <00:11:55.911>sort <00:11:55.912>of <00:11:55.913>is <00:11:55.915>how <00:11:55.916>the <00:11:55.917>human <00:11:55.919>brain

00:11:55.920 --> 00:11:57.829 align:start position:0%
<00:11:55.920>which <00:11:56.020>sort <00:11:56.120>of <00:11:56.219>is <00:11:56.319>how <00:11:56.420>the <00:11:56.520>human <00:11:56.620>brain <00:11:56.719>works <00:11:56.819>as <00:11:56.920>well <00:11:57.020>like <00:11:57.120>we <00:11:57.219>mostly <00:11:57.319>remember

00:11:57.829 --> 00:11:57.839 align:start position:0%
<00:11:57.829>works <00:11:57.830>as <00:11:57.832>well <00:11:57.833>like <00:11:57.834>we <00:11:57.836>mostly <00:11:57.838>remember

00:11:57.839 --> 00:12:00.069 align:start position:0%
<00:11:57.839>works <00:11:57.932>as <00:11:58.025>well <00:11:58.118>like <00:11:58.212>we <00:11:58.305>mostly <00:11:58.398>remember <00:11:58.492>the <00:11:58.585>stuff <00:11:58.679>we <00:11:58.772>read <00:11:58.865>first <00:11:58.959>and <00:11:59.052>the <00:11:59.145>stuff <00:11:59.238>we

00:12:00.069 --> 00:12:00.079 align:start position:0%
<00:12:00.069>the <00:12:00.070>stuff <00:12:00.071>we <00:12:00.072>read <00:12:00.073>first <00:12:00.074>and <00:12:00.075>the <00:12:00.076>stuff <00:12:00.078>we

00:12:00.079 --> 00:12:01.990 align:start position:0%
<00:12:00.079>the <00:12:00.172>stuff <00:12:00.265>we <00:12:00.358>read <00:12:00.452>first <00:12:00.545>and <00:12:00.638>the <00:12:00.732>stuff <00:12:00.825>we <00:12:00.919>read <00:12:01.012>last <00:12:01.105>for <00:12:01.199>example <00:12:01.292>from <00:12:01.385>the <00:12:01.478>chapter

00:12:01.990 --> 00:12:02.000 align:start position:0%
<00:12:01.990>read <00:12:01.991>last <00:12:01.993>for <00:12:01.994>example <00:12:01.996>from <00:12:01.997>the <00:12:01.999>chapter

00:12:02.000 --> 00:12:04.630 align:start position:0%
<00:12:02.000>read <00:12:02.093>last <00:12:02.186>for <00:12:02.280>example <00:12:02.373>from <00:12:02.466>the <00:12:02.560>chapter <00:12:02.653>of <00:12:02.746>a <00:12:02.840>book. <00:12:02.933>So <00:12:03.026>here <00:12:03.120>we <00:12:03.213>should <00:12:03.306>put <00:12:03.400>the

00:12:04.630 --> 00:12:04.640 align:start position:0%
<00:12:04.630>of <00:12:04.631>a <00:12:04.632>book. <00:12:04.633>So <00:12:04.634>here <00:12:04.635>we <00:12:04.636>should <00:12:04.637>put <00:12:04.639>the

00:12:04.640 --> 00:12:06.069 align:start position:0%
<00:12:04.640>of <00:12:04.731>a <00:12:04.823>book. <00:12:04.915>So <00:12:05.007>here <00:12:05.099>we <00:12:05.191>should <00:12:05.283>put <00:12:05.374>the <00:12:05.466>details <00:12:05.558>in <00:12:05.650>the <00:12:05.742>middle <00:12:05.834>because <00:12:05.926>the

00:12:06.069 --> 00:12:06.079 align:start position:0%
<00:12:06.069>details <00:12:06.070>in <00:12:06.072>the <00:12:06.074>middle <00:12:06.076>because <00:12:06.078>the

00:12:06.079 --> 00:12:07.910 align:start position:0%
<00:12:06.079>details <00:12:06.195>in <00:12:06.312>the <00:12:06.429>middle <00:12:06.545>because <00:12:06.662>the <00:12:06.779>details <00:12:06.895>are <00:12:07.012>mostly <00:12:07.128>the <00:12:07.245>things <00:12:07.362>that <00:12:07.478>do

00:12:07.910 --> 00:12:07.920 align:start position:0%
<00:12:07.910>details <00:12:07.911>are <00:12:07.913>mostly <00:12:07.914>the <00:12:07.915>things <00:12:07.917>that <00:12:07.919>do

00:12:07.920 --> 00:12:10.629 align:start position:0%
<00:12:07.920>details <00:12:08.013>are <00:12:08.106>mostly <00:12:08.199>the <00:12:08.293>things <00:12:08.386>that <00:12:08.479>do <00:12:08.573>not <00:12:08.666>matter <00:12:08.760>to <00:12:08.853>us <00:12:08.946>in <00:12:09.040>a <00:12:09.133>simple <00:12:09.226>or <00:12:09.319>basic

00:12:10.629 --> 00:12:10.639 align:start position:0%
<00:12:10.629>not <00:12:10.630>matter <00:12:10.631>to <00:12:10.632>us <00:12:10.633>in <00:12:10.634>a <00:12:10.635>simple <00:12:10.636>or <00:12:10.638>basic

00:12:10.639 --> 00:12:13.190 align:start position:0%
<00:12:10.639>not <00:12:10.732>matter <00:12:10.825>to <00:12:10.919>us <00:12:11.012>in <00:12:11.105>a <00:12:11.199>simple <00:12:11.292>or <00:12:11.385>basic <00:12:11.479>context. <00:12:11.572>For <00:12:11.665>the <00:12:11.759>basic <00:12:11.852>context <00:12:11.945>we <00:12:12.039>only

00:12:13.190 --> 00:12:13.200 align:start position:0%
<00:12:13.190>context. <00:12:13.191>For <00:12:13.193>the <00:12:13.194>basic <00:12:13.196>context <00:12:13.197>we <00:12:13.199>only

00:12:13.200 --> 00:12:14.949 align:start position:0%
<00:12:13.200>context. <00:12:13.316>For <00:12:13.433>the <00:12:13.550>basic <00:12:13.666>context <00:12:13.783>we <00:12:13.900>only <00:12:14.016>care <00:12:14.133>about <00:12:14.250>the <00:12:14.366>basic <00:12:14.483>information. <00:12:14.600>For

00:12:14.949 --> 00:12:14.959 align:start position:0%
<00:12:14.949>care <00:12:14.950>about <00:12:14.952>the <00:12:14.954>basic <00:12:14.956>information. <00:12:14.958>For

00:12:14.959 --> 00:12:17.110 align:start position:0%
<00:12:14.959>care <00:12:15.086>about <00:12:15.213>the <00:12:15.340>basic <00:12:15.468>information. <00:12:15.595>For <00:12:15.722>example, <00:12:15.849>the <00:12:15.977>rate <00:12:16.104>limiting <00:12:16.231>that <00:12:16.358>I

00:12:17.110 --> 00:12:17.120 align:start position:0%
<00:12:17.110>example, <00:12:17.111>the <00:12:17.113>rate <00:12:17.115>limiting <00:12:17.117>that <00:12:17.119>I

00:12:17.120 --> 00:12:18.470 align:start position:0%
<00:12:17.120>example, <00:12:17.221>the <00:12:17.322>rate <00:12:17.423>limiting <00:12:17.525>that <00:12:17.626>I <00:12:17.727>mentioned <00:12:17.828>before. <00:12:17.930>We <00:12:18.031>do <00:12:18.132>not <00:12:18.233>care <00:12:18.335>about

00:12:18.470 --> 00:12:18.480 align:start position:0%
<00:12:18.470>mentioned <00:12:18.471>before. <00:12:18.473>We <00:12:18.474>do <00:12:18.476>not <00:12:18.477>care <00:12:18.479>about

00:12:18.480 --> 00:12:21.670 align:start position:0%
<00:12:18.480>mentioned <00:12:18.607>before. <00:12:18.734>We <00:12:18.861>do <00:12:18.989>not <00:12:19.116>care <00:12:19.243>about <00:12:19.370>the <00:12:19.498>details <00:12:19.625>of <00:12:19.752>rate <00:12:19.880>limiting.

00:12:21.670 --> 00:12:21.680 align:start position:0%
<00:12:21.670>the <00:12:21.672>details <00:12:21.674>of <00:12:21.676>rate <00:12:21.679>limiting.

00:12:21.680 --> 00:12:24.470 align:start position:0%
<00:12:21.680>the <00:12:21.807>details <00:12:21.934>of <00:12:22.061>rate <00:12:22.189>limiting. <00:12:22.316>And <00:12:22.443>another <00:12:22.570>important <00:12:22.698>thing <00:12:22.825>to <00:12:22.952>note <00:12:23.079>here

00:12:24.470 --> 00:12:24.480 align:start position:0%
<00:12:24.470>And <00:12:24.471>another <00:12:24.473>important <00:12:24.474>thing <00:12:24.476>to <00:12:24.477>note <00:12:24.479>here

00:12:24.480 --> 00:12:27.030 align:start position:0%
<00:12:24.480>And <00:12:24.587>another <00:12:24.695>important <00:12:24.803>thing <00:12:24.910>to <00:12:25.018>note <00:12:25.126>here <00:12:25.233>is <00:12:25.341>that <00:12:25.449>as <00:12:25.556>the <00:12:25.664>context <00:12:25.772>grows, <00:12:25.880>the

00:12:27.030 --> 00:12:27.040 align:start position:0%
<00:12:27.030>is <00:12:27.031>that <00:12:27.033>as <00:12:27.034>the <00:12:27.036>context <00:12:27.037>grows, <00:12:27.039>the

00:12:27.040 --> 00:12:29.350 align:start position:0%
<00:12:27.040>is <00:12:27.156>that <00:12:27.273>as <00:12:27.390>the <00:12:27.506>context <00:12:27.623>grows, <00:12:27.740>the <00:12:27.856>performance <00:12:27.973>drops. <00:12:28.089>So <00:12:28.206>a <00:12:28.323>larger <00:12:28.439>context

00:12:29.350 --> 00:12:29.360 align:start position:0%
<00:12:29.350>performance <00:12:29.351>drops. <00:12:29.353>So <00:12:29.355>a <00:12:29.357>larger <00:12:29.359>context

00:12:29.360 --> 00:12:32.310 align:start position:0%
<00:12:29.360>performance <00:12:29.467>drops. <00:12:29.575>So <00:12:29.683>a <00:12:29.790>larger <00:12:29.898>context <00:12:30.006>window <00:12:30.113>is <00:12:30.221>not <00:12:30.329>a <00:12:30.436>magical <00:12:30.544>fix <00:12:30.652>for <00:12:30.760>these

00:12:32.310 --> 00:12:32.320 align:start position:0%
<00:12:32.310>window <00:12:32.311>is <00:12:32.312>not <00:12:32.313>a <00:12:32.315>magical <00:12:32.316>fix <00:12:32.317>for <00:12:32.319>these

00:12:32.320 --> 00:12:34.230 align:start position:0%
<00:12:32.320>window <00:12:32.460>is <00:12:32.600>not <00:12:32.740>a <00:12:32.880>magical <00:12:33.020>fix <00:12:33.160>for <00:12:33.300>these <00:12:33.440>kinds <00:12:33.580>of <00:12:33.720>issues.

00:12:34.230 --> 00:12:34.240 align:start position:0%
<00:12:34.230>kinds <00:12:34.234>of <00:12:34.239>issues.

00:12:34.240 --> 00:12:37.509 align:start position:0%
<00:12:34.240>kinds <00:12:34.367>of <00:12:34.494>issues. <00:12:34.621>So <00:12:34.749>uh <00:12:34.876>as <00:12:35.003>I've <00:12:35.130>put <00:12:35.258>it <00:12:35.385>here, <00:12:35.512>long <00:12:35.640>context

00:12:37.509 --> 00:12:37.519 align:start position:0%
<00:12:37.509>So <00:12:37.510>uh <00:12:37.511>as <00:12:37.512>I've <00:12:37.513>put <00:12:37.514>it <00:12:37.515>here, <00:12:37.516>long <00:12:37.518>context

00:12:37.519 --> 00:12:39.750 align:start position:0%
<00:12:37.519>So <00:12:37.601>uh <00:12:37.683>as <00:12:37.766>I've <00:12:37.848>put <00:12:37.930>it <00:12:38.013>here, <00:12:38.095>long <00:12:38.177>context <00:12:38.260>is <00:12:38.342>not <00:12:38.424>a <00:12:38.507>license <00:12:38.589>for <00:12:38.671>us <00:12:38.754>to <00:12:38.836>write <00:12:38.919>bad

00:12:39.750 --> 00:12:39.760 align:start position:0%
<00:12:39.750>is <00:12:39.751>not <00:12:39.752>a <00:12:39.753>license <00:12:39.754>for <00:12:39.755>us <00:12:39.756>to <00:12:39.757>write <00:12:39.759>bad

00:12:39.760 --> 00:12:43.670 align:start position:0%
<00:12:39.760>is <00:12:39.915>not <00:12:40.071>a <00:12:40.226>license <00:12:40.382>for <00:12:40.537>us <00:12:40.693>to <00:12:40.848>write <00:12:41.004>bad <00:12:41.160>documentation.

00:12:43.680 --> 00:12:45.910 align:start position:0%
<00:12:43.680>Finally, <00:12:43.959>we <00:12:44.239>have <00:12:44.520>technique <00:12:44.800>number <00:12:45.079>four,

00:12:45.910 --> 00:12:45.920 align:start position:0%
<00:12:45.910>Finally, <00:12:45.911>we <00:12:45.913>have <00:12:45.915>technique <00:12:45.917>number <00:12:45.919>four,

00:12:45.920 --> 00:12:48.629 align:start position:0%
<00:12:45.920>Finally, <00:12:46.075>we <00:12:46.231>have <00:12:46.386>technique <00:12:46.542>number <00:12:46.697>four, <00:12:46.853>which <00:12:47.008>is <00:12:47.164>contextual <00:12:47.319>anchoring.

00:12:48.629 --> 00:12:48.639 align:start position:0%
<00:12:48.629>which <00:12:48.632>is <00:12:48.635>contextual <00:12:48.638>anchoring.

00:12:48.639 --> 00:12:50.470 align:start position:0%
<00:12:48.639>which <00:12:48.779>is <00:12:48.919>contextual <00:12:49.059>anchoring. <00:12:49.199>And <00:12:49.339>this <00:12:49.479>is <00:12:49.619>also <00:12:49.759>a <00:12:49.899>really <00:12:50.039>simple

00:12:50.470 --> 00:12:50.480 align:start position:0%
<00:12:50.470>And <00:12:50.471>this <00:12:50.473>is <00:12:50.474>also <00:12:50.476>a <00:12:50.477>really <00:12:50.479>simple

00:12:50.480 --> 00:12:53.110 align:start position:0%
<00:12:50.480>And <00:12:50.596>this <00:12:50.713>is <00:12:50.830>also <00:12:50.946>a <00:12:51.063>really <00:12:51.180>simple <00:12:51.296>context. <00:12:51.413>You <00:12:51.530>anchor <00:12:51.646>new <00:12:51.763>concepts <00:12:51.880>to

00:12:53.110 --> 00:12:53.120 align:start position:0%
<00:12:53.110>context. <00:12:53.111>You <00:12:53.113>anchor <00:12:53.115>new <00:12:53.117>concepts <00:12:53.119>to

00:12:53.120 --> 00:12:55.190 align:start position:0%
<00:12:53.120>context. <00:12:53.260>You <00:12:53.400>anchor <00:12:53.540>new <00:12:53.680>concepts <00:12:53.820>to <00:12:53.960>previously <00:12:54.100>established <00:12:54.240>once. <00:12:54.380>So <00:12:54.520>there

00:12:55.190 --> 00:12:55.200 align:start position:0%
<00:12:55.190>previously <00:12:55.192>established <00:12:55.194>once. <00:12:55.196>So <00:12:55.199>there

00:12:55.200 --> 00:12:56.629 align:start position:0%
<00:12:55.200>previously <00:12:55.316>established <00:12:55.433>once. <00:12:55.550>So <00:12:55.667>there <00:12:55.784>should <00:12:55.901>be <00:12:56.018>a <00:12:56.135>logical <00:12:56.252>flow <00:12:56.369>in <00:12:56.486>your

00:12:56.629 --> 00:12:56.639 align:start position:0%
<00:12:56.629>should <00:12:56.630>be <00:12:56.632>a <00:12:56.633>logical <00:12:56.635>flow <00:12:56.636>in <00:12:56.638>your

00:12:56.639 --> 00:12:59.190 align:start position:0%
<00:12:56.639>should <00:12:56.766>be <00:12:56.893>a <00:12:57.020>logical <00:12:57.148>flow <00:12:57.275>in <00:12:57.402>your <00:12:57.529>documentation <00:12:57.657>where <00:12:57.784>the <00:12:57.911>new <00:12:58.039>concept

00:12:59.190 --> 00:12:59.200 align:start position:0%
<00:12:59.190>documentation <00:12:59.192>where <00:12:59.194>the <00:12:59.196>new <00:12:59.199>concept

00:12:59.200 --> 00:13:01.670 align:start position:0%
<00:12:59.200>documentation <00:12:59.327>where <00:12:59.454>the <00:12:59.581>new <00:12:59.709>concept <00:12:59.836>depends <00:12:59.963>on <00:13:00.090>only <00:13:00.218>stuff <00:13:00.345>that <00:13:00.472>has <00:13:00.600>been

00:13:01.670 --> 00:13:01.680 align:start position:0%
<00:13:01.670>depends <00:13:01.671>on <00:13:01.673>only <00:13:01.674>stuff <00:13:01.675>that <00:13:01.677>has <00:13:01.679>been

00:13:01.680 --> 00:13:03.350 align:start position:0%
<00:13:01.680>depends <00:13:01.807>on <00:13:01.934>only <00:13:02.061>stuff <00:13:02.189>that <00:13:02.316>has <00:13:02.443>been <00:13:02.570>already <00:13:02.698>defined <00:13:02.825>inside <00:13:02.952>of <00:13:03.079>your

00:13:03.350 --> 00:13:03.360 align:start position:0%
<00:13:03.350>already <00:13:03.352>defined <00:13:03.354>inside <00:13:03.356>of <00:13:03.359>your

00:13:03.360 --> 00:13:05.269 align:start position:0%
<00:13:03.360>already <00:13:03.640>defined <00:13:03.920>inside <00:13:04.200>of <00:13:04.480>your <00:13:04.760>documentation.

00:13:05.269 --> 00:13:05.279 align:start position:0%
documentation.

00:13:05.279 --> 00:13:08.310 align:start position:0%
<00:13:05.279>documentation. <00:13:05.454>Again, <00:13:05.629>here <00:13:05.804>we <00:13:05.979>anchor <00:13:06.154>a <00:13:06.329>new <00:13:06.504>context. <00:13:06.679>We

00:13:08.310 --> 00:13:08.320 align:start position:0%
<00:13:08.310>Again, <00:13:08.311>here <00:13:08.312>we <00:13:08.313>anchor <00:13:08.315>a <00:13:08.316>new <00:13:08.317>context. <00:13:08.319>We

00:13:08.320 --> 00:13:11.190 align:start position:0%
<00:13:08.320>Again, <00:13:08.420>here <00:13:08.520>we <00:13:08.620>anchor <00:13:08.720>a <00:13:08.820>new <00:13:08.920>context. <00:13:09.020>We <00:13:09.120>signal <00:13:09.220>some <00:13:09.320>local <00:13:09.420>progression <00:13:09.520>and <00:13:09.620>we <00:13:09.720>use

00:13:11.190 --> 00:13:11.200 align:start position:0%
<00:13:11.190>signal <00:13:11.191>some <00:13:11.193>local <00:13:11.194>progression <00:13:11.196>and <00:13:11.197>we <00:13:11.199>use

00:13:11.200 --> 00:13:14.150 align:start position:0%
<00:13:11.200>signal <00:13:11.307>some <00:13:11.415>local <00:13:11.523>progression <00:13:11.630>and <00:13:11.738>we <00:13:11.846>use <00:13:11.953>clear <00:13:12.061>language <00:13:12.169>to <00:13:12.276>link <00:13:12.384>between <00:13:12.492>the <00:13:12.600>two.

00:13:14.150 --> 00:13:14.160 align:start position:0%
<00:13:14.150>clear <00:13:14.151>language <00:13:14.153>to <00:13:14.154>link <00:13:14.156>between <00:13:14.157>the <00:13:14.159>two.

00:13:14.160 --> 00:13:16.629 align:start position:0%
<00:13:14.160>clear <00:13:14.260>language <00:13:14.360>to <00:13:14.459>link <00:13:14.560>between <00:13:14.660>the <00:13:14.760>two. <00:13:14.860>And <00:13:14.959>this <00:13:15.060>is <00:13:15.160>a <00:13:15.260>great <00:13:15.360>example <00:13:15.459>of <00:13:15.560>this.

00:13:16.629 --> 00:13:16.639 align:start position:0%
<00:13:16.629>And <00:13:16.630>this <00:13:16.631>is <00:13:16.632>a <00:13:16.634>great <00:13:16.635>example <00:13:16.636>of <00:13:16.638>this.

00:13:16.639 --> 00:13:18.150 align:start position:0%
<00:13:16.639>And <00:13:16.752>this <00:13:16.865>is <00:13:16.978>a <00:13:17.092>great <00:13:17.205>example <00:13:17.318>of <00:13:17.432>this. <00:13:17.545>It's <00:13:17.658>taken <00:13:17.772>straight <00:13:17.885>from <00:13:17.998>our

00:13:18.150 --> 00:13:18.160 align:start position:0%
<00:13:18.150>It's <00:13:18.152>taken <00:13:18.154>straight <00:13:18.156>from <00:13:18.159>our

00:13:18.160 --> 00:13:20.389 align:start position:0%
<00:13:18.160>It's <00:13:18.315>taken <00:13:18.471>straight <00:13:18.626>from <00:13:18.782>our <00:13:18.937>documentation <00:13:19.093>at <00:13:19.248>infob. <00:13:19.404>So <00:13:19.560>best

00:13:20.389 --> 00:13:20.399 align:start position:0%
<00:13:20.389>documentation <00:13:20.391>at <00:13:20.393>infob. <00:13:20.395>So <00:13:20.398>best

00:13:20.399 --> 00:13:21.750 align:start position:0%
<00:13:20.399>documentation <00:13:20.534>at <00:13:20.669>infob. <00:13:20.804>So <00:13:20.939>best <00:13:21.074>practices <00:13:21.209>for <00:13:21.344>phone <00:13:21.479>and <00:13:21.614>email

00:13:21.750 --> 00:13:21.760 align:start position:0%
<00:13:21.750>practices <00:13:21.752>for <00:13:21.754>phone <00:13:21.756>and <00:13:21.759>email

00:13:21.760 --> 00:13:24.069 align:start position:0%
<00:13:21.760>practices <00:13:21.915>for <00:13:22.071>phone <00:13:22.226>and <00:13:22.382>email <00:13:22.537>verification. <00:13:22.693>Now <00:13:22.848>that <00:13:23.004>you <00:13:23.160>understand

00:13:24.069 --> 00:13:24.079 align:start position:0%
<00:13:24.069>verification. <00:13:24.071>Now <00:13:24.073>that <00:13:24.075>you <00:13:24.078>understand

00:13:24.079 --> 00:13:26.949 align:start position:0%
<00:13:24.079>verification. <00:13:24.218>Now <00:13:24.358>that <00:13:24.498>you <00:13:24.638>understand <00:13:24.779>what <00:13:24.919>phone <00:13:25.059>and <00:13:25.199>email <00:13:25.339>verification <00:13:25.478>are.

00:13:26.949 --> 00:13:26.959 align:start position:0%
<00:13:26.949>what <00:13:26.950>phone <00:13:26.952>and <00:13:26.954>email <00:13:26.956>verification <00:13:26.958>are.

00:13:26.959 --> 00:13:29.910 align:start position:0%
<00:13:26.959>what <00:13:27.066>phone <00:13:27.174>and <00:13:27.282>email <00:13:27.389>verification <00:13:27.497>are. <00:13:27.605>So <00:13:27.712>this <00:13:27.820>this <00:13:27.928>is <00:13:28.035>the <00:13:28.143>signaling <00:13:28.251>of <00:13:28.358>local

00:13:29.910 --> 00:13:29.920 align:start position:0%
<00:13:29.910>So <00:13:29.911>this <00:13:29.912>this <00:13:29.913>is <00:13:29.915>the <00:13:29.916>signaling <00:13:29.917>of <00:13:29.919>local

00:13:29.920 --> 00:13:31.670 align:start position:0%
<00:13:29.920>So <00:13:30.094>this <00:13:30.270>this <00:13:30.444>is <00:13:30.620>the <00:13:30.795>signaling <00:13:30.969>of <00:13:31.145>local <00:13:31.319>progression

00:13:31.670 --> 00:13:31.680 align:start position:0%
progression

00:13:31.680 --> 00:13:33.670 align:start position:0%
<00:13:31.680>progression <00:13:31.880>and <00:13:32.079>what <00:13:32.280>the <00:13:32.479>benefits <00:13:32.680>are, <00:13:32.880>how <00:13:33.079>to

00:13:33.670 --> 00:13:33.680 align:start position:0%
<00:13:33.670>and <00:13:33.671>what <00:13:33.673>the <00:13:33.674>benefits <00:13:33.675>are, <00:13:33.677>how <00:13:33.679>to

00:13:33.680 --> 00:13:35.590 align:start position:0%
<00:13:33.680>and <00:13:33.787>what <00:13:33.895>the <00:13:34.003>benefits <00:13:34.110>are, <00:13:34.218>how <00:13:34.326>to <00:13:34.433>implement <00:13:34.541>each. <00:13:34.649>It's <00:13:34.756>time <00:13:34.864>to <00:13:34.972>look <00:13:35.079>at

00:13:35.590 --> 00:13:35.600 align:start position:0%
<00:13:35.590>implement <00:13:35.591>each. <00:13:35.593>It's <00:13:35.594>time <00:13:35.596>to <00:13:35.597>look <00:13:35.599>at

00:13:35.600 --> 00:13:38.870 align:start position:0%
<00:13:35.600>implement <00:13:35.716>each. <00:13:35.833>It's <00:13:35.950>time <00:13:36.066>to <00:13:36.183>look <00:13:36.300>at <00:13:36.416>best <00:13:36.533>practices. <00:13:36.650>This <00:13:36.766>is <00:13:36.883>clear <00:13:37.000>linkage

00:13:38.870 --> 00:13:38.880 align:start position:0%
<00:13:38.870>best <00:13:38.871>practices. <00:13:38.873>This <00:13:38.875>is <00:13:38.877>clear <00:13:38.879>linkage

00:13:38.880 --> 00:13:41.030 align:start position:0%
<00:13:38.880>best <00:13:38.996>practices. <00:13:39.113>This <00:13:39.230>is <00:13:39.346>clear <00:13:39.463>linkage <00:13:39.580>language <00:13:39.696>and <00:13:39.813>it's <00:13:39.930>very <00:13:40.046>very <00:13:40.163>clear <00:13:40.280>both

00:13:41.030 --> 00:13:41.040 align:start position:0%
<00:13:41.030>language <00:13:41.031>and <00:13:41.033>it's <00:13:41.034>very <00:13:41.036>very <00:13:41.037>clear <00:13:41.039>both

00:13:41.040 --> 00:13:45.829 align:start position:0%
<00:13:41.040>language <00:13:41.156>and <00:13:41.273>it's <00:13:41.390>very <00:13:41.506>very <00:13:41.623>clear <00:13:41.740>both <00:13:41.856>for <00:13:41.973>humans <00:13:42.089>and <00:13:42.206>for <00:13:42.323>the <00:13:42.439>AI.

00:13:45.839 --> 00:13:48.310 align:start position:0%
<00:13:45.839>Okay. <00:13:46.072>Uh <00:13:46.305>the <00:13:46.539>fourth <00:13:46.772>techniques <00:13:47.005>inside <00:13:47.238>of

00:13:48.310 --> 00:13:48.320 align:start position:0%
<00:13:48.310>Okay. <00:13:48.311>Uh <00:13:48.313>the <00:13:48.314>fourth <00:13:48.316>techniques <00:13:48.317>inside <00:13:48.319>of

00:13:48.320 --> 00:13:49.829 align:start position:0%
<00:13:48.320>Okay. <00:13:48.433>Uh <00:13:48.546>the <00:13:48.659>fourth <00:13:48.772>techniques <00:13:48.885>inside <00:13:48.999>of <00:13:49.112>this <00:13:49.225>framework <00:13:49.338>that <00:13:49.451>I've <00:13:49.564>talked <00:13:49.678>about

00:13:49.829 --> 00:13:49.839 align:start position:0%
<00:13:49.829>this <00:13:49.830>framework <00:13:49.832>that <00:13:49.834>I've <00:13:49.836>talked <00:13:49.838>about

00:13:49.839 --> 00:13:53.110 align:start position:0%
<00:13:49.839>this <00:13:49.978>framework <00:13:50.118>that <00:13:50.258>I've <00:13:50.398>talked <00:13:50.539>about <00:13:50.679>now <00:13:50.819>are <00:13:50.959>all <00:13:51.098>nontechnical <00:13:51.238>techniques.

00:13:53.110 --> 00:13:53.120 align:start position:0%
<00:13:53.110>now <00:13:53.112>are <00:13:53.114>all <00:13:53.116>nontechnical <00:13:53.119>techniques.

00:13:53.120 --> 00:13:55.110 align:start position:0%
<00:13:53.120>now <00:13:53.227>are <00:13:53.335>all <00:13:53.443>nontechnical <00:13:53.550>techniques. <00:13:53.658>They <00:13:53.766>are <00:13:53.873>all <00:13:53.981>based <00:13:54.089>on <00:13:54.196>pros. <00:13:54.304>They <00:13:54.412>are <00:13:54.520>all

00:13:55.110 --> 00:13:55.120 align:start position:0%
<00:13:55.110>They <00:13:55.111>are <00:13:55.112>all <00:13:55.113>based <00:13:55.114>on <00:13:55.115>pros. <00:13:55.116>They <00:13:55.117>are <00:13:55.119>all

00:13:55.120 --> 00:13:57.110 align:start position:0%
<00:13:55.120>They <00:13:55.207>are <00:13:55.295>all <00:13:55.382>based <00:13:55.470>on <00:13:55.557>pros. <00:13:55.645>They <00:13:55.732>are <00:13:55.820>all <00:13:55.907>based <00:13:55.995>on <00:13:56.082>the <00:13:56.170>writing <00:13:56.257>style <00:13:56.345>and <00:13:56.432>how <00:13:56.520>you

00:13:57.110 --> 00:13:57.120 align:start position:0%
<00:13:57.110>based <00:13:57.111>on <00:13:57.112>the <00:13:57.113>writing <00:13:57.115>style <00:13:57.116>and <00:13:57.117>how <00:13:57.119>you

00:13:57.120 --> 00:13:58.389 align:start position:0%
<00:13:57.120>based <00:13:57.207>on <00:13:57.295>the <00:13:57.383>writing <00:13:57.471>style <00:13:57.559>and <00:13:57.647>how <00:13:57.734>you <00:13:57.822>should <00:13:57.910>write, <00:13:57.998>how <00:13:58.086>you <00:13:58.174>should <00:13:58.262>arrange

00:13:58.389 --> 00:13:58.399 align:start position:0%
<00:13:58.389>should <00:13:58.390>write, <00:13:58.392>how <00:13:58.394>you <00:13:58.396>should <00:13:58.398>arrange

00:13:58.399 --> 00:14:00.150 align:start position:0%
<00:13:58.399>should <00:13:58.526>write, <00:13:58.653>how <00:13:58.780>you <00:13:58.908>should <00:13:59.035>arrange <00:13:59.162>your <00:13:59.289>writing, <00:13:59.417>what <00:13:59.544>you <00:13:59.671>should <00:13:59.799>write,

00:14:00.150 --> 00:14:00.160 align:start position:0%
<00:14:00.150>your <00:14:00.151>writing, <00:14:00.153>what <00:14:00.155>you <00:14:00.157>should <00:14:00.159>write,

00:14:00.160 --> 00:14:01.750 align:start position:0%
<00:14:00.160>your <00:14:00.276>writing, <00:14:00.393>what <00:14:00.510>you <00:14:00.626>should <00:14:00.743>write, <00:14:00.860>with <00:14:00.976>which <00:14:01.093>info <00:14:01.209>you <00:14:01.326>should <00:14:01.443>lead <00:14:01.560>with,

00:14:01.750 --> 00:14:01.760 align:start position:0%
<00:14:01.750>with <00:14:01.751>which <00:14:01.753>info <00:14:01.754>you <00:14:01.756>should <00:14:01.757>lead <00:14:01.759>with,

00:14:01.760 --> 00:14:05.350 align:start position:0%
<00:14:01.760>with <00:14:01.867>which <00:14:01.975>info <00:14:02.083>you <00:14:02.190>should <00:14:02.298>lead <00:14:02.406>with, <00:14:02.513>etc. <00:14:02.621>etc. <00:14:02.729>There <00:14:02.836>are <00:14:02.944>also <00:14:03.052>some <00:14:03.160>technical

00:14:05.350 --> 00:14:05.360 align:start position:0%
<00:14:05.350>etc. <00:14:05.351>etc. <00:14:05.353>There <00:14:05.354>are <00:14:05.356>also <00:14:05.357>some <00:14:05.359>technical

00:14:05.360 --> 00:14:06.870 align:start position:0%
<00:14:05.360>etc. <00:14:05.464>etc. <00:14:05.569>There <00:14:05.673>are <00:14:05.778>also <00:14:05.882>some <00:14:05.987>technical <00:14:06.091>uh <00:14:06.196>things <00:14:06.300>we <00:14:06.405>can <00:14:06.509>apply <00:14:06.614>to <00:14:06.719>our

00:14:06.870 --> 00:14:06.880 align:start position:0%
<00:14:06.870>uh <00:14:06.871>things <00:14:06.873>we <00:14:06.874>can <00:14:06.876>apply <00:14:06.877>to <00:14:06.879>our

00:14:06.880 --> 00:14:09.350 align:start position:0%
<00:14:06.880>uh <00:14:06.987>things <00:14:07.095>we <00:14:07.203>can <00:14:07.310>apply <00:14:07.418>to <00:14:07.526>our <00:14:07.633>documentation <00:14:07.741>in <00:14:07.849>order <00:14:07.956>to <00:14:08.064>make <00:14:08.172>it <00:14:08.280>more

00:14:09.350 --> 00:14:09.360 align:start position:0%
<00:14:09.350>documentation <00:14:09.351>in <00:14:09.353>order <00:14:09.354>to <00:14:09.356>make <00:14:09.357>it <00:14:09.359>more

00:14:09.360 --> 00:14:13.189 align:start position:0%
<00:14:09.360>documentation <00:14:09.460>in <00:14:09.560>order <00:14:09.660>to <00:14:09.760>make <00:14:09.860>it <00:14:09.960>more <00:14:10.060>AI <00:14:10.160>friendly. <00:14:10.260>So, <00:14:10.360>uh <00:14:10.460>this <00:14:10.560>is <00:14:10.660>an <00:14:10.760>example

00:14:13.189 --> 00:14:13.199 align:start position:0%
<00:14:13.189>AI <00:14:13.190>friendly. <00:14:13.191>So, <00:14:13.192>uh <00:14:13.194>this <00:14:13.195>is <00:14:13.196>an <00:14:13.198>example

00:14:13.199 --> 00:14:15.750 align:start position:0%
<00:14:13.199>AI <00:14:13.286>friendly. <00:14:13.373>So, <00:14:13.461>uh <00:14:13.549>this <00:14:13.636>is <00:14:13.723>an <00:14:13.811>example <00:14:13.899>of <00:14:13.986>how <00:14:14.074>an <00:14:14.161>AI <00:14:14.248>agent <00:14:14.336>sees <00:14:14.424>our <00:14:14.511>website <00:14:14.598>and

00:14:15.750 --> 00:14:15.760 align:start position:0%
<00:14:15.750>of <00:14:15.751>how <00:14:15.752>an <00:14:15.753>AI <00:14:15.754>agent <00:14:15.755>sees <00:14:15.756>our <00:14:15.757>website <00:14:15.759>and

00:14:15.760 --> 00:14:18.230 align:start position:0%
<00:14:15.760>of <00:14:15.847>how <00:14:15.935>an <00:14:16.022>AI <00:14:16.110>agent <00:14:16.197>sees <00:14:16.285>our <00:14:16.372>website <00:14:16.460>and <00:14:16.547>this <00:14:16.635>is <00:14:16.722>a <00:14:16.810>bad <00:14:16.897>example <00:14:16.985>of <00:14:17.072>it. <00:14:17.160>Why?

00:14:18.230 --> 00:14:18.240 align:start position:0%
<00:14:18.230>this <00:14:18.231>is <00:14:18.232>a <00:14:18.233>bad <00:14:18.235>example <00:14:18.236>of <00:14:18.237>it. <00:14:18.239>Why?

00:14:18.240 --> 00:14:20.150 align:start position:0%
<00:14:18.240>this <00:14:18.347>is <00:14:18.455>a <00:14:18.563>bad <00:14:18.670>example <00:14:18.778>of <00:14:18.886>it. <00:14:18.993>Why? <00:14:19.101>Because <00:14:19.209>here <00:14:19.316>a <00:14:19.424>front-end <00:14:19.532>engineer <00:14:19.640>was

00:14:20.150 --> 00:14:20.160 align:start position:0%
<00:14:20.150>Because <00:14:20.151>here <00:14:20.153>a <00:14:20.155>front-end <00:14:20.157>engineer <00:14:20.159>was

00:14:20.160 --> 00:14:22.710 align:start position:0%
<00:14:20.160>Because <00:14:20.267>here <00:14:20.375>a <00:14:20.483>front-end <00:14:20.590>engineer <00:14:20.698>was <00:14:20.806>just <00:14:20.913>like <00:14:21.021>let's <00:14:21.129>put <00:14:21.236>everything <00:14:21.344>in <00:14:21.452>a <00:14:21.560>div

00:14:22.710 --> 00:14:22.720 align:start position:0%
<00:14:22.710>just <00:14:22.711>like <00:14:22.712>let's <00:14:22.713>put <00:14:22.715>everything <00:14:22.716>in <00:14:22.717>a <00:14:22.719>div

00:14:22.720 --> 00:14:24.389 align:start position:0%
<00:14:22.720>just <00:14:22.807>like <00:14:22.895>let's <00:14:22.982>put <00:14:23.070>everything <00:14:23.157>in <00:14:23.245>a <00:14:23.332>div <00:14:23.420>which <00:14:23.507>is <00:14:23.595>something <00:14:23.682>that <00:14:23.770>you <00:14:23.857>see <00:14:23.945>a <00:14:24.032>lot <00:14:24.120>of

00:14:24.389 --> 00:14:24.399 align:start position:0%
<00:14:24.389>which <00:14:24.390>is <00:14:24.391>something <00:14:24.392>that <00:14:24.393>you <00:14:24.394>see <00:14:24.395>a <00:14:24.396>lot <00:14:24.398>of

00:14:24.399 --> 00:14:26.710 align:start position:0%
<00:14:24.399>which <00:14:24.499>is <00:14:24.599>something <00:14:24.699>that <00:14:24.799>you <00:14:24.899>see <00:14:24.999>a <00:14:25.099>lot <00:14:25.199>of <00:14:25.299>junior <00:14:25.399>front-end <00:14:25.499>engineers <00:14:25.599>do. <00:14:25.699>Uh <00:14:25.799>but

00:14:26.710 --> 00:14:26.720 align:start position:0%
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00:14:26.720 --> 00:14:29.350 align:start position:0%
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00:14:29.350 --> 00:14:29.360 align:start position:0%
<00:14:29.350>what <00:14:29.351>we <00:14:29.352>are <00:14:29.353>forgetting <00:14:29.355>here <00:14:29.356>is <00:14:29.357>that <00:14:29.359>HTML

00:14:29.360 --> 00:14:32.150 align:start position:0%
<00:14:29.360>what <00:14:29.460>we <00:14:29.560>are <00:14:29.660>forgetting <00:14:29.760>here <00:14:29.860>is <00:14:29.960>that <00:14:30.060>HTML <00:14:30.160>is <00:14:30.260>a <00:14:30.360>semantic <00:14:30.460>language. <00:14:30.560>So <00:14:30.660>we <00:14:30.760>can

00:14:32.150 --> 00:14:32.160 align:start position:0%
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00:14:32.160 --> 00:14:35.110 align:start position:0%
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00:14:35.110 --> 00:14:35.120 align:start position:0%
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00:14:35.120 --> 00:14:37.350 align:start position:0%
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00:14:37.350 --> 00:14:37.360 align:start position:0%
<00:14:37.350>properly. <00:14:37.351>And <00:14:37.353>if <00:14:37.354>you <00:14:37.356>see <00:14:37.357>here, <00:14:37.359>the

00:14:37.360 --> 00:14:40.230 align:start position:0%
<00:14:37.360>properly. <00:14:37.467>And <00:14:37.575>if <00:14:37.683>you <00:14:37.790>see <00:14:37.898>here, <00:14:38.006>the <00:14:38.113>accessibility <00:14:38.221>tree <00:14:38.329>of <00:14:38.436>the <00:14:38.544>agent <00:14:38.652>has <00:14:38.760>no

00:14:40.230 --> 00:14:40.240 align:start position:0%
<00:14:40.230>accessibility <00:14:40.231>tree <00:14:40.233>of <00:14:40.234>the <00:14:40.236>agent <00:14:40.237>has <00:14:40.239>no

00:14:40.240 --> 00:14:42.150 align:start position:0%
<00:14:40.240>accessibility <00:14:40.347>tree <00:14:40.455>of <00:14:40.563>the <00:14:40.670>agent <00:14:40.778>has <00:14:40.886>no <00:14:40.993>information <00:14:41.101>at <00:14:41.209>all <00:14:41.316>because <00:14:41.424>it's <00:14:41.532>just <00:14:41.640>all

00:14:42.150 --> 00:14:42.160 align:start position:0%
<00:14:42.150>information <00:14:42.151>at <00:14:42.153>all <00:14:42.154>because <00:14:42.156>it's <00:14:42.157>just <00:14:42.159>all

00:14:42.160 --> 00:14:44.470 align:start position:0%
<00:14:42.160>information <00:14:42.267>at <00:14:42.375>all <00:14:42.483>because <00:14:42.590>it's <00:14:42.698>just <00:14:42.806>all <00:14:42.913>divs. <00:14:43.021>There <00:14:43.129>are <00:14:43.236>no <00:14:43.344>roles, <00:14:43.452>no <00:14:43.560>landmarks.

00:14:44.470 --> 00:14:44.480 align:start position:0%
<00:14:44.470>divs. <00:14:44.471>There <00:14:44.473>are <00:14:44.474>no <00:14:44.476>roles, <00:14:44.477>no <00:14:44.479>landmarks.

00:14:44.480 --> 00:14:46.230 align:start position:0%
<00:14:44.480>divs. <00:14:44.596>There <00:14:44.713>are <00:14:44.830>no <00:14:44.946>roles, <00:14:45.063>no <00:14:45.180>landmarks. <00:14:45.296>There's <00:14:45.413>no <00:14:45.530>navigation, <00:14:45.646>no <00:14:45.763>structure, <00:14:45.880>no

00:14:46.230 --> 00:14:46.240 align:start position:0%
<00:14:46.230>There's <00:14:46.231>no <00:14:46.233>navigation, <00:14:46.235>no <00:14:46.237>structure, <00:14:46.239>no

00:14:46.240 --> 00:14:49.269 align:start position:0%
<00:14:46.240>There's <00:14:46.356>no <00:14:46.473>navigation, <00:14:46.590>no <00:14:46.706>structure, <00:14:46.823>no <00:14:46.940>nothing. <00:14:47.056>It's <00:14:47.173>just <00:14:47.290>generic. <00:14:47.406>We <00:14:47.523>can <00:14:47.640>fix

00:14:49.269 --> 00:14:49.279 align:start position:0%
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00:14:49.279 --> 00:14:51.750 align:start position:0%
<00:14:49.279>nothing. <00:14:49.372>It's <00:14:49.465>just <00:14:49.559>generic. <00:14:49.652>We <00:14:49.745>can <00:14:49.839>fix <00:14:49.932>this <00:14:50.025>and <00:14:50.119>it's <00:14:50.212>really <00:14:50.305>easy <00:14:50.399>to <00:14:50.492>fix <00:14:50.585>it. <00:14:50.679>To

00:14:51.750 --> 00:14:51.760 align:start position:0%
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00:14:51.760 --> 00:14:55.750 align:start position:0%
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00:14:55.750 --> 00:14:55.760 align:start position:0%
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00:14:55.760 --> 00:14:57.910 align:start position:0%
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00:14:57.910 --> 00:14:57.920 align:start position:0%
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00:14:57.920 --> 00:15:00.069 align:start position:0%
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00:15:00.069 --> 00:15:00.079 align:start position:0%
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00:15:00.079 --> 00:15:01.829 align:start position:0%
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00:15:01.829 --> 00:15:01.839 align:start position:0%
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00:15:01.839 --> 00:15:04.470 align:start position:0%
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00:15:04.470 --> 00:15:04.480 align:start position:0%
<00:15:04.470>links. <00:15:04.471>We <00:15:04.472>have <00:15:04.473>the <00:15:04.475>main <00:15:04.476>tag <00:15:04.477>for <00:15:04.479>our

00:15:04.480 --> 00:15:07.750 align:start position:0%
<00:15:04.480>links. <00:15:04.587>We <00:15:04.695>have <00:15:04.803>the <00:15:04.910>main <00:15:05.018>tag <00:15:05.126>for <00:15:05.233>our <00:15:05.341>content, <00:15:05.449>article <00:15:05.556>tags, <00:15:05.664>header <00:15:05.772>tags, <00:15:05.880>etc.

00:15:07.750 --> 00:15:07.760 align:start position:0%
<00:15:07.750>content, <00:15:07.751>article <00:15:07.753>tags, <00:15:07.755>header <00:15:07.757>tags, <00:15:07.759>etc.

00:15:07.760 --> 00:15:09.590 align:start position:0%
<00:15:07.760>content, <00:15:07.867>article <00:15:07.975>tags, <00:15:08.083>header <00:15:08.190>tags, <00:15:08.298>etc. <00:15:08.406>And <00:15:08.513>you <00:15:08.621>see <00:15:08.729>in <00:15:08.836>this <00:15:08.944>example <00:15:09.052>when <00:15:09.160>I

00:15:09.590 --> 00:15:09.600 align:start position:0%
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00:15:09.600 --> 00:15:12.790 align:start position:0%
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00:15:12.790 --> 00:15:12.800 align:start position:0%
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00:15:12.800 --> 00:15:15.110 align:start position:0%
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00:15:15.110 --> 00:15:15.120 align:start position:0%
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00:15:15.120 --> 00:15:17.430 align:start position:0%
<00:15:15.120>the <00:15:15.247>agents <00:15:15.374>accessibility <00:15:15.501>tree <00:15:15.629>is <00:15:15.756>actually <00:15:15.883>much <00:15:16.010>much <00:15:16.138>richer. <00:15:16.265>So <00:15:16.392>we <00:15:16.520>see

00:15:17.430 --> 00:15:17.440 align:start position:0%
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00:15:17.440 --> 00:15:19.910 align:start position:0%
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00:15:19.910 --> 00:15:19.920 align:start position:0%
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00:15:19.920 --> 00:15:21.670 align:start position:0%
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00:15:21.670 --> 00:15:21.680 align:start position:0%
<00:15:21.670>heading. <00:15:21.671>This <00:15:21.673>is <00:15:21.675>all <00:15:21.677>very <00:15:21.679>useful

00:15:21.680 --> 00:15:24.629 align:start position:0%
<00:15:21.680>heading. <00:15:21.807>This <00:15:21.934>is <00:15:22.061>all <00:15:22.189>very <00:15:22.316>useful <00:15:22.443>information <00:15:22.570>for <00:15:22.698>AI <00:15:22.825>agents <00:15:22.952>which <00:15:23.079>navigate

00:15:24.629 --> 00:15:24.639 align:start position:0%
<00:15:24.629>information <00:15:24.630>for <00:15:24.632>AI <00:15:24.634>agents <00:15:24.636>which <00:15:24.638>navigate

00:15:24.639 --> 00:15:27.030 align:start position:0%
<00:15:24.639>information <00:15:24.755>for <00:15:24.872>AI <00:15:24.989>agents <00:15:25.105>which <00:15:25.222>navigate <00:15:25.339>your <00:15:25.455>page <00:15:25.572>using <00:15:25.689>the <00:15:25.805>pages <00:15:25.922>DOM <00:15:26.039>and

00:15:27.030 --> 00:15:27.040 align:start position:0%
<00:15:27.030>your <00:15:27.031>page <00:15:27.033>using <00:15:27.034>the <00:15:27.036>pages <00:15:27.037>DOM <00:15:27.039>and

00:15:27.040 --> 00:15:31.670 align:start position:0%
<00:15:27.040>your <00:15:27.214>page <00:15:27.390>using <00:15:27.564>the <00:15:27.740>pages <00:15:27.915>DOM <00:15:28.089>and <00:15:28.265>accessibility <00:15:28.439>tree.

00:15:31.680 --> 00:15:33.670 align:start position:0%
<00:15:31.680>Then <00:15:31.959>we <00:15:32.239>have <00:15:32.520>machine <00:15:32.800>readable <00:15:33.079>layers.

00:15:33.670 --> 00:15:33.680 align:start position:0%
<00:15:33.670>Then <00:15:33.671>we <00:15:33.673>have <00:15:33.675>machine <00:15:33.677>readable <00:15:33.679>layers.

00:15:33.680 --> 00:15:36.069 align:start position:0%
<00:15:33.680>Then <00:15:33.787>we <00:15:33.895>have <00:15:34.003>machine <00:15:34.110>readable <00:15:34.218>layers. <00:15:34.326>You <00:15:34.433>probably <00:15:34.541>heard <00:15:34.649>of <00:15:34.756>open <00:15:34.864>API. <00:15:34.972>If <00:15:35.079>not,

00:15:36.069 --> 00:15:36.079 align:start position:0%
<00:15:36.069>You <00:15:36.070>probably <00:15:36.071>heard <00:15:36.072>of <00:15:36.074>open <00:15:36.075>API. <00:15:36.076>If <00:15:36.078>not,

00:15:36.079 --> 00:15:37.910 align:start position:0%
<00:15:36.079>You <00:15:36.172>probably <00:15:36.265>heard <00:15:36.358>of <00:15:36.452>open <00:15:36.545>API. <00:15:36.638>If <00:15:36.732>not, <00:15:36.825>you <00:15:36.919>probably <00:15:37.012>heard <00:15:37.105>of <00:15:37.199>swagger <00:15:37.292>as <00:15:37.385>it <00:15:37.478>was

00:15:37.910 --> 00:15:37.920 align:start position:0%
<00:15:37.910>you <00:15:37.911>probably <00:15:37.912>heard <00:15:37.913>of <00:15:37.915>swagger <00:15:37.916>as <00:15:37.917>it <00:15:37.919>was

00:15:37.920 --> 00:15:41.430 align:start position:0%
<00:15:37.920>you <00:15:38.020>probably <00:15:38.120>heard <00:15:38.219>of <00:15:38.319>swagger <00:15:38.420>as <00:15:38.520>it <00:15:38.620>was <00:15:38.719>once <00:15:38.819>called. <00:15:38.920>So <00:15:39.020>uh <00:15:39.120>beyond <00:15:39.219>the <00:15:39.319>semantic

00:15:41.430 --> 00:15:41.440 align:start position:0%
<00:15:41.430>once <00:15:41.431>called. <00:15:41.433>So <00:15:41.434>uh <00:15:41.436>beyond <00:15:41.437>the <00:15:41.439>semantic

00:15:41.440 --> 00:15:43.670 align:start position:0%
<00:15:41.440>once <00:15:41.556>called. <00:15:41.673>So <00:15:41.790>uh <00:15:41.906>beyond <00:15:42.023>the <00:15:42.140>semantic <00:15:42.256>HTML, <00:15:42.373>we <00:15:42.490>should <00:15:42.606>also <00:15:42.723>provide <00:15:42.840>machine

00:15:43.670 --> 00:15:43.680 align:start position:0%
<00:15:43.670>HTML, <00:15:43.671>we <00:15:43.673>should <00:15:43.675>also <00:15:43.677>provide <00:15:43.679>machine

00:15:43.680 --> 00:15:47.030 align:start position:0%
<00:15:43.680>HTML, <00:15:43.796>we <00:15:43.913>should <00:15:44.030>also <00:15:44.146>provide <00:15:44.263>machine <00:15:44.380>readable <00:15:44.496>layers <00:15:44.613>for <00:15:44.729>our <00:15:44.846>AI <00:15:44.963>agents. <00:15:45.079>The

00:15:47.030 --> 00:15:47.040 align:start position:0%
<00:15:47.030>readable <00:15:47.031>layers <00:15:47.033>for <00:15:47.034>our <00:15:47.036>AI <00:15:47.037>agents. <00:15:47.039>The

00:15:47.040 --> 00:15:49.990 align:start position:0%
<00:15:47.040>readable <00:15:47.133>layers <00:15:47.226>for <00:15:47.319>our <00:15:47.413>AI <00:15:47.506>agents. <00:15:47.599>The <00:15:47.693>best <00:15:47.786>example <00:15:47.880>of <00:15:47.973>that <00:15:48.066>is <00:15:48.160>open <00:15:48.253>a <00:15:48.346>open <00:15:48.439>API

00:15:49.990 --> 00:15:50.000 align:start position:0%
<00:15:49.990>best <00:15:49.991>example <00:15:49.992>of <00:15:49.993>that <00:15:49.994>is <00:15:49.995>open <00:15:49.996>a <00:15:49.997>open <00:15:49.999>API

00:15:50.000 --> 00:15:52.389 align:start position:0%
<00:15:50.000>best <00:15:50.093>example <00:15:50.186>of <00:15:50.280>that <00:15:50.373>is <00:15:50.466>open <00:15:50.560>a <00:15:50.653>open <00:15:50.746>API <00:15:50.840>which <00:15:50.933>is <00:15:51.026>the <00:15:51.120>de <00:15:51.213>facto <00:15:51.306>standard <00:15:51.400>for

00:15:52.389 --> 00:15:52.399 align:start position:0%
<00:15:52.389>which <00:15:52.390>is <00:15:52.392>the <00:15:52.393>de <00:15:52.395>facto <00:15:52.396>standard <00:15:52.398>for

00:15:52.399 --> 00:15:56.230 align:start position:0%
<00:15:52.399>which <00:15:52.506>is <00:15:52.614>the <00:15:52.722>de <00:15:52.829>facto <00:15:52.937>standard <00:15:53.045>for <00:15:53.152>defining <00:15:53.260>APIs <00:15:53.368>in <00:15:53.475>a <00:15:53.583>machine <00:15:53.691>readable <00:15:53.799>way

00:15:56.230 --> 00:15:56.240 align:start position:0%
<00:15:56.230>defining <00:15:56.231>APIs <00:15:56.233>in <00:15:56.234>a <00:15:56.236>machine <00:15:56.237>readable <00:15:56.239>way

00:15:56.240 --> 00:15:58.629 align:start position:0%
<00:15:56.240>defining <00:15:56.347>APIs <00:15:56.455>in <00:15:56.563>a <00:15:56.670>machine <00:15:56.778>readable <00:15:56.886>way <00:15:56.993>mostly <00:15:57.101>with <00:15:57.209>JSON. <00:15:57.316>And <00:15:57.424>here's <00:15:57.532>an <00:15:57.640>example

00:15:58.629 --> 00:15:58.639 align:start position:0%
<00:15:58.629>mostly <00:15:58.630>with <00:15:58.632>JSON. <00:15:58.633>And <00:15:58.635>here's <00:15:58.636>an <00:15:58.638>example

00:15:58.639 --> 00:16:01.430 align:start position:0%
<00:15:58.639>mostly <00:15:58.739>with <00:15:58.839>JSON. <00:15:58.939>And <00:15:59.039>here's <00:15:59.139>an <00:15:59.239>example <00:15:59.339>of <00:15:59.439>an <00:15:59.539>endpoint <00:15:59.639>defined <00:15:59.739>in <00:15:59.839>the <00:15:59.939>open <00:16:00.039>API

00:16:01.430 --> 00:16:01.440 align:start position:0%
<00:16:01.430>of <00:16:01.431>an <00:16:01.432>endpoint <00:16:01.433>defined <00:16:01.435>in <00:16:01.436>the <00:16:01.437>open <00:16:01.439>API

00:16:01.440 --> 00:16:03.189 align:start position:0%
<00:16:01.440>of <00:16:01.615>an <00:16:01.790>endpoint <00:16:01.965>defined <00:16:02.140>in <00:16:02.315>the <00:16:02.490>open <00:16:02.665>API <00:16:02.840>specification.

00:16:03.189 --> 00:16:03.199 align:start position:0%
specification.

00:16:03.199 --> 00:16:06.629 align:start position:0%
<00:16:03.199>specification. <00:16:03.373>So <00:16:03.549>uh <00:16:03.723>open <00:16:03.899>API <00:16:04.074>allows <00:16:04.248>us <00:16:04.424>to <00:16:04.598>provide

00:16:06.629 --> 00:16:06.639 align:start position:0%
<00:16:06.629>So <00:16:06.630>uh <00:16:06.631>open <00:16:06.632>API <00:16:06.634>allows <00:16:06.635>us <00:16:06.636>to <00:16:06.638>provide

00:16:06.639 --> 00:16:08.710 align:start position:0%
<00:16:06.639>So <00:16:06.746>uh <00:16:06.854>open <00:16:06.962>API <00:16:07.069>allows <00:16:07.177>us <00:16:07.285>to <00:16:07.392>provide <00:16:07.500>metadata <00:16:07.608>which <00:16:07.715>comes <00:16:07.823>with <00:16:07.931>our <00:16:08.039>API

00:16:08.710 --> 00:16:08.720 align:start position:0%
<00:16:08.710>metadata <00:16:08.711>which <00:16:08.713>comes <00:16:08.715>with <00:16:08.717>our <00:16:08.719>API

00:16:08.720 --> 00:16:11.269 align:start position:0%
<00:16:08.720>metadata <00:16:08.875>which <00:16:09.031>comes <00:16:09.186>with <00:16:09.342>our <00:16:09.497>API <00:16:09.653>endpoints <00:16:09.808>through <00:16:09.964>descriptions <00:16:10.120>and

00:16:11.269 --> 00:16:11.279 align:start position:0%
<00:16:11.269>endpoints <00:16:11.272>through <00:16:11.275>descriptions <00:16:11.278>and

00:16:11.279 --> 00:16:14.069 align:start position:0%
<00:16:11.279>endpoints <00:16:11.419>through <00:16:11.559>descriptions <00:16:11.699>and <00:16:11.839>summaries <00:16:11.979>etc. <00:16:12.119>And <00:16:12.259>the <00:16:12.399>more <00:16:12.539>metadata <00:16:12.679>we

00:16:14.069 --> 00:16:14.079 align:start position:0%
<00:16:14.069>summaries <00:16:14.070>etc. <00:16:14.072>And <00:16:14.073>the <00:16:14.074>more <00:16:14.076>metadata <00:16:14.078>we

00:16:14.079 --> 00:16:16.389 align:start position:0%
<00:16:14.079>summaries <00:16:14.195>etc. <00:16:14.312>And <00:16:14.429>the <00:16:14.545>more <00:16:14.662>metadata <00:16:14.779>we <00:16:14.895>provide <00:16:15.012>the <00:16:15.128>more <00:16:15.245>information <00:16:15.362>we <00:16:15.478>provide

00:16:16.389 --> 00:16:16.399 align:start position:0%
<00:16:16.389>provide <00:16:16.390>the <00:16:16.392>more <00:16:16.394>information <00:16:16.396>we <00:16:16.398>provide

00:16:16.399 --> 00:16:19.030 align:start position:0%
<00:16:16.399>provide <00:16:16.506>the <00:16:16.614>more <00:16:16.722>information <00:16:16.829>we <00:16:16.937>provide <00:16:17.045>to <00:16:17.152>the <00:16:17.260>agent <00:16:17.368>who's <00:16:17.475>reading <00:16:17.583>the <00:16:17.691>open <00:16:17.799>API

00:16:19.030 --> 00:16:19.040 align:start position:0%
<00:16:19.030>to <00:16:19.031>the <00:16:19.032>agent <00:16:19.033>who's <00:16:19.035>reading <00:16:19.036>the <00:16:19.037>open <00:16:19.039>API

00:16:19.040 --> 00:16:21.749 align:start position:0%
<00:16:19.040>to <00:16:19.214>the <00:16:19.390>agent <00:16:19.564>who's <00:16:19.740>reading <00:16:19.915>the <00:16:20.089>open <00:16:20.265>API <00:16:20.439>description.

00:16:21.749 --> 00:16:21.759 align:start position:0%
description.

00:16:21.759 --> 00:16:24.310 align:start position:0%
<00:16:21.759>description. <00:16:21.934>And <00:16:22.109>what <00:16:22.284>the <00:16:22.459>good <00:16:22.634>thing <00:16:22.809>about <00:16:22.984>the <00:16:23.159>open

00:16:24.310 --> 00:16:24.320 align:start position:0%
<00:16:24.310>And <00:16:24.311>what <00:16:24.312>the <00:16:24.313>good <00:16:24.315>thing <00:16:24.316>about <00:16:24.317>the <00:16:24.319>open

00:16:24.320 --> 00:16:27.590 align:start position:0%
<00:16:24.320>And <00:16:24.413>what <00:16:24.506>the <00:16:24.600>good <00:16:24.693>thing <00:16:24.786>about <00:16:24.880>the <00:16:24.973>open <00:16:25.066>API <00:16:25.160>description <00:16:25.253>is <00:16:25.346>is <00:16:25.440>that <00:16:25.533>it <00:16:25.626>can <00:16:25.720>be

00:16:27.590 --> 00:16:27.600 align:start position:0%
<00:16:27.590>API <00:16:27.591>description <00:16:27.592>is <00:16:27.593>is <00:16:27.595>that <00:16:27.596>it <00:16:27.597>can <00:16:27.599>be

00:16:27.600 --> 00:16:30.790 align:start position:0%
<00:16:27.600>API <00:16:27.700>description <00:16:27.800>is <00:16:27.900>is <00:16:28.000>that <00:16:28.100>it <00:16:28.200>can <00:16:28.300>be <00:16:28.400>easily <00:16:28.500>converted <00:16:28.600>into <00:16:28.700>an <00:16:28.800>MCP <00:16:28.900>server. <00:16:29.000>You

00:16:30.790 --> 00:16:30.800 align:start position:0%
<00:16:30.790>easily <00:16:30.791>converted <00:16:30.793>into <00:16:30.794>an <00:16:30.795>MCP <00:16:30.797>server. <00:16:30.799>You

00:16:30.800 --> 00:16:34.069 align:start position:0%
<00:16:30.800>easily <00:16:30.893>converted <00:16:30.986>into <00:16:31.079>an <00:16:31.173>MCP <00:16:31.266>server. <00:16:31.359>You <00:16:31.453>already <00:16:31.546>know <00:16:31.640>what <00:16:31.733>an <00:16:31.826>MCP <00:16:31.920>is. <00:16:32.013>Uh <00:16:32.106>I <00:16:32.199>assume

00:16:34.069 --> 00:16:34.079 align:start position:0%
<00:16:34.069>already <00:16:34.070>know <00:16:34.071>what <00:16:34.072>an <00:16:34.073>MCP <00:16:34.074>is. <00:16:34.075>Uh <00:16:34.076>I <00:16:34.078>assume

00:16:34.079 --> 00:16:36.389 align:start position:0%
<00:16:34.079>already <00:16:34.166>know <00:16:34.253>what <00:16:34.341>an <00:16:34.429>MCP <00:16:34.516>is. <00:16:34.603>Uh <00:16:34.691>I <00:16:34.779>assume <00:16:34.866>and <00:16:34.954>one <00:16:35.041>of <00:16:35.128>the <00:16:35.216>tools <00:16:35.304>basically <00:16:35.391>that <00:16:35.478>we

00:16:36.389 --> 00:16:36.399 align:start position:0%
<00:16:36.389>and <00:16:36.390>one <00:16:36.391>of <00:16:36.392>the <00:16:36.394>tools <00:16:36.395>basically <00:16:36.396>that <00:16:36.398>we

00:16:36.399 --> 00:16:38.870 align:start position:0%
<00:16:36.399>and <00:16:36.492>one <00:16:36.585>of <00:16:36.679>the <00:16:36.772>tools <00:16:36.865>basically <00:16:36.959>that <00:16:37.052>we <00:16:37.145>open <00:16:37.239>sourced <00:16:37.332>at <00:16:37.425>Infob <00:16:37.519>is <00:16:37.612>a <00:16:37.705>tool <00:16:37.799>for

00:16:38.870 --> 00:16:38.880 align:start position:0%
<00:16:38.870>open <00:16:38.871>sourced <00:16:38.872>at <00:16:38.873>Infob <00:16:38.875>is <00:16:38.876>a <00:16:38.877>tool <00:16:38.879>for

00:16:38.880 --> 00:16:41.110 align:start position:0%
<00:16:38.880>open <00:16:38.996>sourced <00:16:39.113>at <00:16:39.230>Infob <00:16:39.346>is <00:16:39.463>a <00:16:39.580>tool <00:16:39.696>for <00:16:39.813>automating <00:16:39.930>conversion <00:16:40.046>of <00:16:40.163>open <00:16:40.280>API

00:16:41.110 --> 00:16:41.120 align:start position:0%
<00:16:41.110>automating <00:16:41.112>conversion <00:16:41.114>of <00:16:41.116>open <00:16:41.119>API

00:16:41.120 --> 00:16:44.230 align:start position:0%
<00:16:41.120>automating <00:16:41.260>conversion <00:16:41.400>of <00:16:41.540>open <00:16:41.680>API <00:16:41.820>specification <00:16:41.960>into <00:16:42.100>MCP <00:16:42.240>server <00:16:42.380>tools. <00:16:42.520>So,

00:16:44.230 --> 00:16:44.240 align:start position:0%
<00:16:44.230>specification <00:16:44.231>into <00:16:44.233>MCP <00:16:44.235>server <00:16:44.237>tools. <00:16:44.239>So,

00:16:44.240 --> 00:16:47.269 align:start position:0%
<00:16:44.240>specification <00:16:44.347>into <00:16:44.455>MCP <00:16:44.563>server <00:16:44.670>tools. <00:16:44.778>So, <00:16:44.886>it's <00:16:44.993>really <00:16:45.101>really <00:16:45.209>easy <00:16:45.316>if <00:16:45.424>you <00:16:45.532>have <00:16:45.640>good

00:16:47.269 --> 00:16:47.279 align:start position:0%
<00:16:47.269>it's <00:16:47.270>really <00:16:47.271>really <00:16:47.272>easy <00:16:47.274>if <00:16:47.275>you <00:16:47.276>have <00:16:47.278>good

00:16:47.279 --> 00:16:49.990 align:start position:0%
<00:16:47.279>it's <00:16:47.386>really <00:16:47.494>really <00:16:47.602>easy <00:16:47.709>if <00:16:47.817>you <00:16:47.925>have <00:16:48.032>good <00:16:48.140>open <00:16:48.248>API <00:16:48.355>specification <00:16:48.463>to <00:16:48.571>both <00:16:48.679>have

00:16:49.990 --> 00:16:50.000 align:start position:0%
<00:16:49.990>open <00:16:49.991>API <00:16:49.993>specification <00:16:49.995>to <00:16:49.997>both <00:16:49.999>have

00:16:50.000 --> 00:16:52.870 align:start position:0%
<00:16:50.000>open <00:16:50.127>API <00:16:50.254>specification <00:16:50.381>to <00:16:50.509>both <00:16:50.636>have <00:16:50.763>better <00:16:50.890>documentation <00:16:51.018>and <00:16:51.145>to <00:16:51.272>also <00:16:51.400>provide

00:16:52.870 --> 00:16:52.880 align:start position:0%
<00:16:52.870>better <00:16:52.871>documentation <00:16:52.873>and <00:16:52.875>to <00:16:52.877>also <00:16:52.879>provide

00:16:52.880 --> 00:16:55.670 align:start position:0%
<00:16:52.880>better <00:16:52.996>documentation <00:16:53.113>and <00:16:53.230>to <00:16:53.346>also <00:16:53.463>provide <00:16:53.580>MCP <00:16:53.696>tools <00:16:53.813>to <00:16:53.930>potential <00:16:54.046>AI <00:16:54.163>agents <00:16:54.280>that

00:16:55.670 --> 00:16:55.680 align:start position:0%
<00:16:55.670>MCP <00:16:55.671>tools <00:16:55.673>to <00:16:55.674>potential <00:16:55.675>AI <00:16:55.677>agents <00:16:55.679>that

00:16:55.680 --> 00:16:56.870 align:start position:0%
<00:16:55.680>MCP <00:16:55.769>tools <00:16:55.858>to <00:16:55.947>potential <00:16:56.036>AI <00:16:56.126>agents <00:16:56.215>that <00:16:56.304>are <00:16:56.394>reading <00:16:56.483>your <00:16:56.572>page <00:16:56.661>or <00:16:56.751>your

00:16:56.870 --> 00:16:56.880 align:start position:0%
<00:16:56.870>are <00:16:56.871>reading <00:16:56.873>your <00:16:56.875>page <00:16:56.877>or <00:16:56.879>your

00:16:56.880 --> 00:17:00.310 align:start position:0%
<00:16:56.880>are <00:16:57.113>reading <00:16:57.346>your <00:16:57.580>page <00:16:57.813>or <00:16:58.046>your <00:16:58.280>documentation.

00:17:00.320 --> 00:17:02.629 align:start position:0%
<00:17:00.320>Then <00:17:00.786>we <00:17:01.253>have <00:17:01.720>LLM.txt.

00:17:02.629 --> 00:17:02.639 align:start position:0%
<00:17:02.629>Then <00:17:02.632>we <00:17:02.635>have <00:17:02.638>LLM.txt.

00:17:02.639 --> 00:17:05.189 align:start position:0%
<00:17:02.639>Then <00:17:02.814>we <00:17:02.989>have <00:17:03.164>LLM.txt. <00:17:03.339>Have <00:17:03.514>you <00:17:03.689>heard <00:17:03.864>about <00:17:04.039>LLM.txt?

00:17:05.189 --> 00:17:05.199 align:start position:0%
<00:17:05.189>Have <00:17:05.191>you <00:17:05.193>heard <00:17:05.195>about <00:17:05.198>LLM.txt?

00:17:05.199 --> 00:17:07.110 align:start position:0%
<00:17:05.199>Have <00:17:05.479>you <00:17:05.759>heard <00:17:06.039>about <00:17:06.319>LLM.txt? <00:17:06.599>Anybody?

00:17:07.110 --> 00:17:07.120 align:start position:0%
Anybody?

00:17:07.120 --> 00:17:09.829 align:start position:0%
<00:17:07.119>Anybody? <00:17:07.319>Great. <00:17:07.520>Like <00:17:07.719>three <00:17:07.919>to <00:17:08.119>four <00:17:08.319>people. <00:17:08.520>Nice.

00:17:09.829 --> 00:17:09.839 align:start position:0%
<00:17:09.829>Great. <00:17:09.830>Like <00:17:09.831>three <00:17:09.833>to <00:17:09.835>four <00:17:09.836>people. <00:17:09.838>Nice.

00:17:09.839 --> 00:17:12.309 align:start position:0%
<00:17:09.839>Great. <00:17:09.938>Like <00:17:10.039>three <00:17:10.138>to <00:17:10.239>four <00:17:10.339>people. <00:17:10.438>Nice. <00:17:10.539>So, <00:17:10.638>this <00:17:10.739>will <00:17:10.839>be <00:17:10.938>informative <00:17:11.039>to <00:17:11.138>you. <00:17:11.239>LLM

00:17:12.309 --> 00:17:12.319 align:start position:0%
<00:17:12.309>So, <00:17:12.310>this <00:17:12.311>will <00:17:12.312>be <00:17:12.314>informative <00:17:12.315>to <00:17:12.316>you. <00:17:12.318>LLM

00:17:12.319 --> 00:17:15.590 align:start position:0%
<00:17:12.319>So, <00:17:12.426>this <00:17:12.534>will <00:17:12.642>be <00:17:12.749>informative <00:17:12.857>to <00:17:12.965>you. <00:17:13.072>LLM <00:17:13.180>txt <00:17:13.288>is <00:17:13.395>an <00:17:13.503>emerging <00:17:13.611>standard <00:17:13.719>for

00:17:15.590 --> 00:17:15.600 align:start position:0%
<00:17:15.589>txt <00:17:15.591>is <00:17:15.593>an <00:17:15.595>emerging <00:17:15.597>standard <00:17:15.598>for

00:17:15.600 --> 00:17:17.990 align:start position:0%
<00:17:15.599>txt <00:17:15.727>is <00:17:15.854>an <00:17:15.981>emerging <00:17:16.109>standard <00:17:16.236>for <00:17:16.363>providing <00:17:16.490>more <00:17:16.618>context <00:17:16.745>to <00:17:16.872>AI <00:17:17.000>agents

00:17:17.990 --> 00:17:18.000 align:start position:0%
<00:17:17.990>providing <00:17:17.991>more <00:17:17.993>context <00:17:17.995>to <00:17:17.997>AI <00:17:17.999>agents

00:17:18.000 --> 00:17:21.590 align:start position:0%
<00:17:18.000>providing <00:17:18.107>more <00:17:18.215>context <00:17:18.323>to <00:17:18.430>AI <00:17:18.538>agents <00:17:18.646>which <00:17:18.753>visit <00:17:18.861>your <00:17:18.969>web <00:17:19.076>page. <00:17:19.184>What <00:17:19.292>LLM <00:17:19.400>txt

00:17:21.590 --> 00:17:21.600 align:start position:0%
<00:17:21.589>which <00:17:21.591>visit <00:17:21.592>your <00:17:21.593>web <00:17:21.595>page. <00:17:21.596>What <00:17:21.597>LLM <00:17:21.598>txt

00:17:21.600 --> 00:17:25.189 align:start position:0%
<00:17:21.599>which <00:17:21.707>visit <00:17:21.815>your <00:17:21.923>web <00:17:22.030>page. <00:17:22.138>What <00:17:22.246>LLM <00:17:22.353>txt <00:17:22.461>basically <00:17:22.569>does <00:17:22.676>is <00:17:22.784>it <00:17:22.892>explains <00:17:23.000>the

00:17:25.189 --> 00:17:25.199 align:start position:0%
<00:17:25.189>basically <00:17:25.190>does <00:17:25.192>is <00:17:25.194>it <00:17:25.196>explains <00:17:25.198>the

00:17:25.199 --> 00:17:27.510 align:start position:0%
<00:17:25.199>basically <00:17:25.326>does <00:17:25.453>is <00:17:25.580>it <00:17:25.708>explains <00:17:25.835>the <00:17:25.962>structure <00:17:26.089>of <00:17:26.217>your <00:17:26.344>page <00:17:26.471>be <00:17:26.599>it

00:17:27.510 --> 00:17:27.520 align:start position:0%
<00:17:27.510>structure <00:17:27.511>of <00:17:27.513>your <00:17:27.515>page <00:17:27.517>be <00:17:27.519>it

00:17:27.520 --> 00:17:30.710 align:start position:0%
<00:17:27.520>structure <00:17:27.636>of <00:17:27.753>your <00:17:27.869>page <00:17:27.986>be <00:17:28.103>it <00:17:28.220>documentation <00:17:28.336>or <00:17:28.453>portal <00:17:28.569>or <00:17:28.686>whatever <00:17:28.803>to <00:17:28.920>a

00:17:30.710 --> 00:17:30.720 align:start position:0%
<00:17:30.710>documentation <00:17:30.711>or <00:17:30.713>portal <00:17:30.714>or <00:17:30.716>whatever <00:17:30.717>to <00:17:30.719>a

00:17:30.720 --> 00:17:33.110 align:start position:0%
<00:17:30.720>documentation <00:17:30.827>or <00:17:30.935>portal <00:17:31.043>or <00:17:31.150>whatever <00:17:31.258>to <00:17:31.366>a <00:17:31.473>AI <00:17:31.581>agent <00:17:31.689>in <00:17:31.796>an <00:17:31.904>easy <00:17:32.012>to <00:17:32.120>understand

00:17:33.110 --> 00:17:33.120 align:start position:0%
<00:17:33.110>AI <00:17:33.111>agent <00:17:33.112>in <00:17:33.114>an <00:17:33.116>easy <00:17:33.117>to <00:17:33.119>understand

00:17:33.120 --> 00:17:35.830 align:start position:0%
<00:17:33.120>AI <00:17:33.227>agent <00:17:33.335>in <00:17:33.443>an <00:17:33.550>easy <00:17:33.658>to <00:17:33.766>understand <00:17:33.873>manner. <00:17:33.981>So <00:17:34.089>here's <00:17:34.196>an <00:17:34.304>example <00:17:34.412>of <00:17:34.520>an

00:17:35.830 --> 00:17:35.840 align:start position:0%
<00:17:35.830>manner. <00:17:35.831>So <00:17:35.832>here's <00:17:35.834>an <00:17:35.836>example <00:17:35.837>of <00:17:35.839>an

00:17:35.840 --> 00:17:38.390 align:start position:0%
<00:17:35.840>manner. <00:17:35.939>So <00:17:36.040>here's <00:17:36.139>an <00:17:36.240>example <00:17:36.340>of <00:17:36.439>an <00:17:36.540>llm.txt <00:17:36.639>which <00:17:36.740>is <00:17:36.840>just <00:17:36.939>a <00:17:37.040>text <00:17:37.139>file <00:17:37.240>that

00:17:38.390 --> 00:17:38.400 align:start position:0%
<00:17:38.390>llm.txt <00:17:38.391>which <00:17:38.392>is <00:17:38.393>just <00:17:38.395>a <00:17:38.396>text <00:17:38.397>file <00:17:38.399>that

00:17:38.400 --> 00:17:40.710 align:start position:0%
<00:17:38.400>llm.txt <00:17:38.487>which <00:17:38.575>is <00:17:38.662>just <00:17:38.750>a <00:17:38.837>text <00:17:38.925>file <00:17:39.012>that <00:17:39.100>you <00:17:39.187>drop <00:17:39.275>into <00:17:39.362>the <00:17:39.450>root <00:17:39.537>of <00:17:39.625>your <00:17:39.712>web <00:17:39.800>page.

00:17:40.710 --> 00:17:40.720 align:start position:0%
<00:17:40.710>you <00:17:40.711>drop <00:17:40.712>into <00:17:40.713>the <00:17:40.714>root <00:17:40.715>of <00:17:40.716>your <00:17:40.717>web <00:17:40.719>page.

00:17:40.720 --> 00:17:43.830 align:start position:0%
<00:17:40.720>you <00:17:40.807>drop <00:17:40.895>into <00:17:40.982>the <00:17:41.070>root <00:17:41.157>of <00:17:41.245>your <00:17:41.332>web <00:17:41.420>page. <00:17:41.507>And <00:17:41.595>this <00:17:41.682>LLM <00:17:41.770>txt <00:17:41.857>provides <00:17:41.945>sort <00:17:42.032>of <00:17:42.120>a

00:17:43.830 --> 00:17:43.840 align:start position:0%
<00:17:43.830>And <00:17:43.831>this <00:17:43.832>LLM <00:17:43.833>txt <00:17:43.835>provides <00:17:43.836>sort <00:17:43.837>of <00:17:43.839>a

00:17:43.840 --> 00:17:47.750 align:start position:0%
<00:17:43.840>And <00:17:43.933>this <00:17:44.026>LLM <00:17:44.120>txt <00:17:44.213>provides <00:17:44.306>sort <00:17:44.399>of <00:17:44.493>a <00:17:44.586>structural <00:17:44.679>map <00:17:44.773>to <00:17:44.866>the <00:17:44.959>AI <00:17:45.053>agent. <00:17:45.146>It <00:17:45.240>can

00:17:47.750 --> 00:17:47.760 align:start position:0%
<00:17:47.750>structural <00:17:47.751>map <00:17:47.752>to <00:17:47.753>the <00:17:47.755>AI <00:17:47.756>agent. <00:17:47.757>It <00:17:47.759>can

00:17:47.760 --> 00:17:51.590 align:start position:0%
<00:17:47.760>structural <00:17:47.876>map <00:17:47.993>to <00:17:48.110>the <00:17:48.226>AI <00:17:48.343>agent. <00:17:48.460>It <00:17:48.576>can <00:17:48.693>be <00:17:48.810>companioned <00:17:48.926>by <00:17:49.043>LLM's <00:17:49.160>full.txt

00:17:51.590 --> 00:17:51.600 align:start position:0%
<00:17:51.590>be <00:17:51.592>companioned <00:17:51.594>by <00:17:51.596>LLM's <00:17:51.599>full.txt

00:17:51.600 --> 00:17:53.270 align:start position:0%
<00:17:51.600>be <00:17:51.707>companioned <00:17:51.815>by <00:17:51.923>LLM's <00:17:52.030>full.txt <00:17:52.138>which <00:17:52.246>is <00:17:52.353>sort <00:17:52.461>of <00:17:52.569>the <00:17:52.676>same <00:17:52.784>thing <00:17:52.892>but <00:17:53.000>in

00:17:53.270 --> 00:17:53.280 align:start position:0%
<00:17:53.270>which <00:17:53.271>is <00:17:53.272>sort <00:17:53.273>of <00:17:53.274>the <00:17:53.275>same <00:17:53.276>thing <00:17:53.277>but <00:17:53.279>in

00:17:53.280 --> 00:17:56.710 align:start position:0%
<00:17:53.280>which <00:17:53.379>is <00:17:53.480>sort <00:17:53.580>of <00:17:53.680>the <00:17:53.780>same <00:17:53.879>thing <00:17:53.980>but <00:17:54.080>in <00:17:54.180>much <00:17:54.280>much <00:17:54.379>more <00:17:54.480>detail. <00:17:54.580>These <00:17:54.680>standards

00:17:56.710 --> 00:17:56.720 align:start position:0%
<00:17:56.710>much <00:17:56.711>much <00:17:56.713>more <00:17:56.715>detail. <00:17:56.717>These <00:17:56.719>standards

00:17:56.720 --> 00:17:59.190 align:start position:0%
<00:17:56.720>much <00:17:56.827>much <00:17:56.935>more <00:17:57.043>detail. <00:17:57.150>These <00:17:57.258>standards <00:17:57.366>are <00:17:57.473>just <00:17:57.581>proposals <00:17:57.689>as <00:17:57.796>of <00:17:57.904>now. <00:17:58.012>They <00:17:58.120>are

00:17:59.190 --> 00:17:59.200 align:start position:0%
<00:17:59.190>are <00:17:59.191>just <00:17:59.192>proposals <00:17:59.193>as <00:17:59.195>of <00:17:59.196>now. <00:17:59.197>They <00:17:59.199>are

00:17:59.200 --> 00:18:01.190 align:start position:0%
<00:17:59.200>are <00:17:59.300>just <00:17:59.400>proposals <00:17:59.500>as <00:17:59.600>of <00:17:59.700>now. <00:17:59.800>They <00:17:59.900>are <00:18:00.000>emerging. <00:18:00.100>They <00:18:00.200>are <00:18:00.300>optional. <00:18:00.400>You <00:18:00.500>do <00:18:00.600>not

00:18:01.190 --> 00:18:01.200 align:start position:0%
<00:18:01.190>emerging. <00:18:01.191>They <00:18:01.193>are <00:18:01.194>optional. <00:18:01.196>You <00:18:01.197>do <00:18:01.199>not

00:18:01.200 --> 00:18:03.830 align:start position:0%
<00:18:01.200>emerging. <00:18:01.307>They <00:18:01.415>are <00:18:01.523>optional. <00:18:01.630>You <00:18:01.738>do <00:18:01.846>not <00:18:01.953>have <00:18:02.061>to <00:18:02.169>use <00:18:02.276>them. <00:18:02.384>But <00:18:02.492>for <00:18:02.600>example,

00:18:03.830 --> 00:18:03.840 align:start position:0%
<00:18:03.830>have <00:18:03.831>to <00:18:03.832>use <00:18:03.834>them. <00:18:03.836>But <00:18:03.837>for <00:18:03.839>example,

00:18:03.840 --> 00:18:07.270 align:start position:0%
<00:18:03.840>have <00:18:03.947>to <00:18:04.055>use <00:18:04.163>them. <00:18:04.270>But <00:18:04.378>for <00:18:04.486>example, <00:18:04.593>LLMTXD <00:18:04.701>has <00:18:04.809>been <00:18:04.916>endorsed <00:18:05.024>by <00:18:05.132>Google. <00:18:05.240>So

00:18:07.270 --> 00:18:07.280 align:start position:0%
<00:18:07.270>LLMTXD <00:18:07.271>has <00:18:07.273>been <00:18:07.274>endorsed <00:18:07.276>by <00:18:07.277>Google. <00:18:07.279>So

00:18:07.280 --> 00:18:09.270 align:start position:0%
<00:18:07.280>LLMTXD <00:18:07.379>has <00:18:07.480>been <00:18:07.580>endorsed <00:18:07.680>by <00:18:07.780>Google. <00:18:07.879>So <00:18:07.980>you <00:18:08.080>can <00:18:08.180>expect <00:18:08.280>that <00:18:08.379>it <00:18:08.480>will <00:18:08.580>become <00:18:08.680>more

00:18:09.270 --> 00:18:09.280 align:start position:0%
<00:18:09.270>you <00:18:09.271>can <00:18:09.272>expect <00:18:09.273>that <00:18:09.275>it <00:18:09.276>will <00:18:09.277>become <00:18:09.279>more

00:18:09.280 --> 00:18:11.350 align:start position:0%
<00:18:09.280>you <00:18:09.420>can <00:18:09.560>expect <00:18:09.700>that <00:18:09.840>it <00:18:09.980>will <00:18:10.120>become <00:18:10.260>more <00:18:10.399>and <00:18:10.540>more <00:18:10.680>relevant

00:18:11.350 --> 00:18:11.360 align:start position:0%
<00:18:11.350>and <00:18:11.354>more <00:18:11.359>relevant

00:18:11.360 --> 00:18:13.909 align:start position:0%
<00:18:11.360>and <00:18:11.534>more <00:18:11.709>relevant <00:18:11.885>since <00:18:12.060>these <00:18:12.235>are <00:18:12.409>optional <00:18:12.584>and <00:18:12.760>emerging

00:18:13.909 --> 00:18:13.919 align:start position:0%
<00:18:13.909>since <00:18:13.910>these <00:18:13.912>are <00:18:13.914>optional <00:18:13.916>and <00:18:13.918>emerging

00:18:13.919 --> 00:18:17.350 align:start position:0%
<00:18:13.919>since <00:18:14.046>these <00:18:14.173>are <00:18:14.300>optional <00:18:14.428>and <00:18:14.555>emerging <00:18:14.682>standards. <00:18:14.809>Having <00:18:14.937>this <00:18:15.064>file <00:18:15.191>but <00:18:15.319>still

00:18:17.350 --> 00:18:17.360 align:start position:0%
<00:18:17.350>standards. <00:18:17.351>Having <00:18:17.353>this <00:18:17.355>file <00:18:17.357>but <00:18:17.359>still

00:18:17.360 --> 00:18:19.270 align:start position:0%
<00:18:17.360>standards. <00:18:17.500>Having <00:18:17.639>this <00:18:17.780>file <00:18:17.919>but <00:18:18.060>still <00:18:18.199>having <00:18:18.340>bad <00:18:18.479>documentation <00:18:18.620>not <00:18:18.760>following

00:18:19.270 --> 00:18:19.280 align:start position:0%
<00:18:19.270>having <00:18:19.272>bad <00:18:19.274>documentation <00:18:19.276>not <00:18:19.279>following

00:18:19.280 --> 00:18:20.789 align:start position:0%
<00:18:19.280>having <00:18:19.403>bad <00:18:19.526>documentation <00:18:19.650>not <00:18:19.773>following <00:18:19.897>the <00:18:20.020>rules <00:18:20.144>we <00:18:20.267>have <00:18:20.391>established <00:18:20.514>in <00:18:20.638>the

00:18:20.789 --> 00:18:20.799 align:start position:0%
<00:18:20.789>the <00:18:20.790>rules <00:18:20.792>we <00:18:20.793>have <00:18:20.795>established <00:18:20.796>in <00:18:20.798>the

00:18:20.799 --> 00:18:22.950 align:start position:0%
<00:18:20.799>the <00:18:20.926>rules <00:18:21.053>we <00:18:21.180>have <00:18:21.308>established <00:18:21.435>in <00:18:21.562>the <00:18:21.689>non-technical <00:18:21.817>section <00:18:21.944>will <00:18:22.071>not <00:18:22.199>really

00:18:22.950 --> 00:18:22.960 align:start position:0%
<00:18:22.950>non-technical <00:18:22.952>section <00:18:22.954>will <00:18:22.956>not <00:18:22.959>really

00:18:22.960 --> 00:18:25.990 align:start position:0%
<00:18:22.960>non-technical <00:18:23.087>section <00:18:23.214>will <00:18:23.341>not <00:18:23.469>really <00:18:23.596>help <00:18:23.723>you. <00:18:23.850>So <00:18:23.978>these <00:18:24.105>files <00:18:24.232>should <00:18:24.360>also

00:18:25.990 --> 00:18:26.000 align:start position:0%
<00:18:25.990>help <00:18:25.991>you. <00:18:25.993>So <00:18:25.994>these <00:18:25.996>files <00:18:25.997>should <00:18:25.999>also

00:18:26.000 --> 00:18:27.430 align:start position:0%
<00:18:26.000>help <00:18:26.099>you. <00:18:26.198>So <00:18:26.297>these <00:18:26.396>files <00:18:26.495>should <00:18:26.594>also <00:18:26.693>adhere <00:18:26.792>to <00:18:26.891>the <00:18:26.990>rules <00:18:27.089>that <00:18:27.188>we <00:18:27.287>have

00:18:27.430 --> 00:18:27.440 align:start position:0%
<00:18:27.430>adhere <00:18:27.431>to <00:18:27.433>the <00:18:27.434>rules <00:18:27.436>that <00:18:27.437>we <00:18:27.439>have

00:18:27.440 --> 00:18:30.630 align:start position:0%
<00:18:27.440>adhere <00:18:27.615>to <00:18:27.790>the <00:18:27.965>rules <00:18:28.140>that <00:18:28.315>we <00:18:28.490>have <00:18:28.665>established <00:18:28.840>before.

00:18:30.630 --> 00:18:30.640 align:start position:0%
<00:18:30.630>established <00:18:30.639>before.

00:18:30.640 --> 00:18:33.430 align:start position:0%
<00:18:30.640>established <00:18:30.780>before. <00:18:30.920>Then <00:18:31.060>we <00:18:31.200>have <00:18:31.340>MCP. <00:18:31.480>You've <00:18:31.620>heard <00:18:31.760>of <00:18:31.900>MCP <00:18:32.040>I

00:18:33.430 --> 00:18:33.440 align:start position:0%
<00:18:33.430>Then <00:18:33.431>we <00:18:33.432>have <00:18:33.433>MCP. <00:18:33.434>You've <00:18:33.435>heard <00:18:33.436>of <00:18:33.437>MCP <00:18:33.439>I

00:18:33.440 --> 00:18:36.710 align:start position:0%
<00:18:33.440>Then <00:18:33.540>we <00:18:33.640>have <00:18:33.740>MCP. <00:18:33.840>You've <00:18:33.940>heard <00:18:34.040>of <00:18:34.140>MCP <00:18:34.240>I <00:18:34.340>assume <00:18:34.440>correct? <00:18:34.540>Great. <00:18:34.640>So, <00:18:34.740>have <00:18:34.840>you

00:18:36.710 --> 00:18:36.720 align:start position:0%
<00:18:36.710>assume <00:18:36.711>correct? <00:18:36.713>Great. <00:18:36.715>So, <00:18:36.717>have <00:18:36.719>you

00:18:36.720 --> 00:18:39.510 align:start position:0%
<00:18:36.720>assume <00:18:36.895>correct? <00:18:37.070>Great. <00:18:37.245>So, <00:18:37.420>have <00:18:37.595>you <00:18:37.770>heard <00:18:37.945>about <00:18:38.120>WebMCP?

00:18:39.510 --> 00:18:39.520 align:start position:0%
<00:18:39.510>heard <00:18:39.514>about <00:18:39.519>WebMCP?

00:18:39.520 --> 00:18:43.190 align:start position:0%
<00:18:39.520>heard <00:18:39.675>about <00:18:39.831>WebMCP? <00:18:39.986>No. <00:18:40.142>Okay. <00:18:40.297>So, <00:18:40.453>WebMCP <00:18:40.608>is <00:18:40.764>basically <00:18:40.920>an

00:18:43.190 --> 00:18:43.200 align:start position:0%
<00:18:43.190>No. <00:18:43.191>Okay. <00:18:43.193>So, <00:18:43.194>WebMCP <00:18:43.196>is <00:18:43.197>basically <00:18:43.199>an

00:18:43.200 --> 00:18:46.070 align:start position:0%
<00:18:43.200>No. <00:18:43.307>Okay. <00:18:43.415>So, <00:18:43.523>WebMCP <00:18:43.630>is <00:18:43.738>basically <00:18:43.846>an <00:18:43.953>evolution <00:18:44.061>of <00:18:44.169>MCP <00:18:44.276>which <00:18:44.384>enables <00:18:44.492>you <00:18:44.600>to

00:18:46.070 --> 00:18:46.080 align:start position:0%
<00:18:46.070>evolution <00:18:46.071>of <00:18:46.072>MCP <00:18:46.074>which <00:18:46.076>enables <00:18:46.077>you <00:18:46.079>to

00:18:46.080 --> 00:18:49.590 align:start position:0%
<00:18:46.080>evolution <00:18:46.207>of <00:18:46.334>MCP <00:18:46.461>which <00:18:46.589>enables <00:18:46.716>you <00:18:46.843>to <00:18:46.970>automatically <00:18:47.098>convert <00:18:47.225>your <00:18:47.352>website <00:18:47.480>into

00:18:49.590 --> 00:18:49.600 align:start position:0%
<00:18:49.590>automatically <00:18:49.592>convert <00:18:49.594>your <00:18:49.596>website <00:18:49.599>into

00:18:49.600 --> 00:18:52.150 align:start position:0%
<00:18:49.600>automatically <00:18:49.716>convert <00:18:49.833>your <00:18:49.949>website <00:18:50.066>into <00:18:50.183>MCP <00:18:50.300>tools. <00:18:50.416>And <00:18:50.533>how <00:18:50.649>is <00:18:50.766>it <00:18:50.883>done? <00:18:51.000>Again,

00:18:52.150 --> 00:18:52.160 align:start position:0%
<00:18:52.150>MCP <00:18:52.151>tools. <00:18:52.152>And <00:18:52.153>how <00:18:52.155>is <00:18:52.156>it <00:18:52.157>done? <00:18:52.159>Again,

00:18:52.160 --> 00:18:54.230 align:start position:0%
<00:18:52.160>MCP <00:18:52.276>tools. <00:18:52.393>And <00:18:52.510>how <00:18:52.626>is <00:18:52.743>it <00:18:52.860>done? <00:18:52.976>Again, <00:18:53.093>through <00:18:53.210>semantic <00:18:53.326>HTML. <00:18:53.443>It's <00:18:53.560>really,

00:18:54.230 --> 00:18:54.240 align:start position:0%
<00:18:54.230>through <00:18:54.232>semantic <00:18:54.234>HTML. <00:18:54.236>It's <00:18:54.239>really,

00:18:54.240 --> 00:18:57.590 align:start position:0%
<00:18:54.240>through <00:18:54.356>semantic <00:18:54.473>HTML. <00:18:54.590>It's <00:18:54.706>really, <00:18:54.823>really <00:18:54.940>simple <00:18:55.056>to <00:18:55.173>do. <00:18:55.290>You <00:18:55.406>can <00:18:55.523>turn <00:18:55.640>part

00:18:57.590 --> 00:18:57.600 align:start position:0%
<00:18:57.590>really <00:18:57.591>simple <00:18:57.592>to <00:18:57.593>do. <00:18:57.595>You <00:18:57.596>can <00:18:57.597>turn <00:18:57.599>part

00:18:57.600 --> 00:18:59.909 align:start position:0%
<00:18:57.600>really <00:18:57.687>simple <00:18:57.774>to <00:18:57.862>do. <00:18:57.949>You <00:18:58.037>can <00:18:58.125>turn <00:18:58.212>part <00:18:58.300>of <00:18:58.387>your <00:18:58.475>page <00:18:58.562>or <00:18:58.649>your <00:18:58.737>entire <00:18:58.824>page <00:18:58.912>into <00:18:59.000>a

00:18:59.909 --> 00:18:59.919 align:start position:0%
<00:18:59.909>of <00:18:59.910>your <00:18:59.911>page <00:18:59.912>or <00:18:59.913>your <00:18:59.914>entire <00:18:59.915>page <00:18:59.916>into <00:18:59.918>a

00:18:59.919 --> 00:19:02.470 align:start position:0%
<00:18:59.919>of <00:19:00.001>your <00:19:00.083>page <00:19:00.166>or <00:19:00.248>your <00:19:00.330>entire <00:19:00.413>page <00:19:00.495>into <00:19:00.577>a <00:19:00.660>set <00:19:00.742>of <00:19:00.824>tools <00:19:00.907>for <00:19:00.989>your <00:19:01.071>AI <00:19:01.154>agent <00:19:01.236>to <00:19:01.319>use

00:19:02.470 --> 00:19:02.480 align:start position:0%
<00:19:02.470>set <00:19:02.471>of <00:19:02.472>tools <00:19:02.473>for <00:19:02.474>your <00:19:02.475>AI <00:19:02.476>agent <00:19:02.477>to <00:19:02.479>use

00:19:02.480 --> 00:19:04.470 align:start position:0%
<00:19:02.480>set <00:19:02.567>of <00:19:02.655>tools <00:19:02.742>for <00:19:02.830>your <00:19:02.917>AI <00:19:03.005>agent <00:19:03.092>to <00:19:03.180>use <00:19:03.267>while <00:19:03.355>navigating <00:19:03.442>the <00:19:03.530>page. <00:19:03.617>How <00:19:03.705>do <00:19:03.792>you <00:19:03.880>do

00:19:04.470 --> 00:19:04.480 align:start position:0%
<00:19:04.470>while <00:19:04.471>navigating <00:19:04.472>the <00:19:04.473>page. <00:19:04.475>How <00:19:04.476>do <00:19:04.477>you <00:19:04.479>do

00:19:04.480 --> 00:19:06.390 align:start position:0%
<00:19:04.480>while <00:19:04.596>navigating <00:19:04.713>the <00:19:04.830>page. <00:19:04.946>How <00:19:05.063>do <00:19:05.180>you <00:19:05.296>do <00:19:05.413>it? <00:19:05.530>There's <00:19:05.646>two <00:19:05.763>approaches, <00:19:05.880>declarative

00:19:06.390 --> 00:19:06.400 align:start position:0%
<00:19:06.390>it? <00:19:06.392>There's <00:19:06.394>two <00:19:06.396>approaches, <00:19:06.399>declarative

00:19:06.400 --> 00:19:08.470 align:start position:0%
<00:19:06.400>it? <00:19:06.555>There's <00:19:06.711>two <00:19:06.866>approaches, <00:19:07.022>declarative <00:19:07.177>and <00:19:07.333>imperative. <00:19:07.488>So <00:19:07.644>the <00:19:07.800>declarative

00:19:08.470 --> 00:19:08.480 align:start position:0%
<00:19:08.470>and <00:19:08.472>imperative. <00:19:08.474>So <00:19:08.476>the <00:19:08.479>declarative

00:19:08.480 --> 00:19:10.549 align:start position:0%
<00:19:08.480>and <00:19:08.607>imperative. <00:19:08.734>So <00:19:08.861>the <00:19:08.989>declarative <00:19:09.116>approach <00:19:09.243>is <00:19:09.370>pretty <00:19:09.498>simple. <00:19:09.625>Just <00:19:09.752>add <00:19:09.880>tool

00:19:10.549 --> 00:19:10.559 align:start position:0%
<00:19:10.549>approach <00:19:10.550>is <00:19:10.552>pretty <00:19:10.553>simple. <00:19:10.555>Just <00:19:10.556>add <00:19:10.558>tool

00:19:10.559 --> 00:19:12.789 align:start position:0%
<00:19:10.559>approach <00:19:10.675>is <00:19:10.792>pretty <00:19:10.908>simple. <00:19:11.025>Just <00:19:11.142>add <00:19:11.259>tool <00:19:11.375>name <00:19:11.492>and <00:19:11.609>tool <00:19:11.725>description <00:19:11.842>to <00:19:11.959>HTML

00:19:12.789 --> 00:19:12.799 align:start position:0%
<00:19:12.789>name <00:19:12.790>and <00:19:12.792>tool <00:19:12.794>description <00:19:12.796>to <00:19:12.798>HTML

00:19:12.799 --> 00:19:15.510 align:start position:0%
<00:19:12.799>name <00:19:12.906>and <00:19:13.014>tool <00:19:13.122>description <00:19:13.229>to <00:19:13.337>HTML <00:19:13.445>elements <00:19:13.552>that <00:19:13.660>you <00:19:13.768>want <00:19:13.875>to <00:19:13.983>be <00:19:14.091>part <00:19:14.199>of

00:19:15.510 --> 00:19:15.520 align:start position:0%
<00:19:15.510>elements <00:19:15.511>that <00:19:15.512>you <00:19:15.513>want <00:19:15.515>to <00:19:15.516>be <00:19:15.517>part <00:19:15.519>of

00:19:15.520 --> 00:19:17.510 align:start position:0%
<00:19:15.520>elements <00:19:15.607>that <00:19:15.695>you <00:19:15.782>want <00:19:15.870>to <00:19:15.957>be <00:19:16.045>part <00:19:16.132>of <00:19:16.220>tools. <00:19:16.307>And <00:19:16.395>here <00:19:16.482>you <00:19:16.570>have <00:19:16.657>an <00:19:16.745>example <00:19:16.832>of <00:19:16.920>a

00:19:17.510 --> 00:19:17.520 align:start position:0%
<00:19:17.510>tools. <00:19:17.511>And <00:19:17.512>here <00:19:17.513>you <00:19:17.514>have <00:19:17.515>an <00:19:17.516>example <00:19:17.517>of <00:19:17.519>a

00:19:17.520 --> 00:19:20.950 align:start position:0%
<00:19:17.520>tools. <00:19:17.607>And <00:19:17.695>here <00:19:17.782>you <00:19:17.870>have <00:19:17.957>an <00:19:18.045>example <00:19:18.132>of <00:19:18.220>a <00:19:18.307>form <00:19:18.395>uh <00:19:18.482>which <00:19:18.570>does <00:19:18.657>search. <00:19:18.745>And <00:19:18.832>this <00:19:18.920>form

00:19:20.950 --> 00:19:20.960 align:start position:0%
<00:19:20.950>form <00:19:20.951>uh <00:19:20.952>which <00:19:20.953>does <00:19:20.955>search. <00:19:20.956>And <00:19:20.957>this <00:19:20.959>form

00:19:20.960 --> 00:19:23.909 align:start position:0%
<00:19:20.960>form <00:19:21.067>uh <00:19:21.175>which <00:19:21.283>does <00:19:21.390>search. <00:19:21.498>And <00:19:21.606>this <00:19:21.713>form <00:19:21.821>has <00:19:21.929>added <00:19:22.036>tool <00:19:22.144>names, <00:19:22.252>tool <00:19:22.360>descriptions,

00:19:23.909 --> 00:19:23.919 align:start position:0%
<00:19:23.909>has <00:19:23.910>added <00:19:23.912>tool <00:19:23.914>names, <00:19:23.916>tool <00:19:23.918>descriptions,

00:19:23.919 --> 00:19:26.950 align:start position:0%
<00:19:23.919>has <00:19:24.035>added <00:19:24.152>tool <00:19:24.269>names, <00:19:24.385>tool <00:19:24.502>descriptions, <00:19:24.619>etc. <00:19:24.735>Now <00:19:24.852>the <00:19:24.969>agent <00:19:25.085>knows <00:19:25.202>exactly <00:19:25.319>what

00:19:26.950 --> 00:19:26.960 align:start position:0%
<00:19:26.950>etc. <00:19:26.951>Now <00:19:26.953>the <00:19:26.954>agent <00:19:26.956>knows <00:19:26.957>exactly <00:19:26.959>what

00:19:26.960 --> 00:19:29.270 align:start position:0%
<00:19:26.960>etc. <00:19:27.047>Now <00:19:27.135>the <00:19:27.222>agent <00:19:27.310>knows <00:19:27.397>exactly <00:19:27.485>what <00:19:27.572>this <00:19:27.660>form <00:19:27.747>is <00:19:27.835>for <00:19:27.922>and <00:19:28.010>it <00:19:28.097>can <00:19:28.185>use <00:19:28.272>it <00:19:28.360>the

00:19:29.270 --> 00:19:29.280 align:start position:0%
<00:19:29.270>this <00:19:29.271>form <00:19:29.272>is <00:19:29.273>for <00:19:29.274>and <00:19:29.275>it <00:19:29.276>can <00:19:29.277>use <00:19:29.278>it <00:19:29.279>the

00:19:29.280 --> 00:19:31.669 align:start position:0%
<00:19:29.280>this <00:19:29.362>form <00:19:29.444>is <00:19:29.527>for <00:19:29.609>and <00:19:29.691>it <00:19:29.774>can <00:19:29.856>use <00:19:29.938>it <00:19:30.021>the <00:19:30.103>same <00:19:30.185>way <00:19:30.268>it <00:19:30.350>uses <00:19:30.432>tools <00:19:30.515>in <00:19:30.597>your <00:19:30.680>classic

00:19:31.669 --> 00:19:31.679 align:start position:0%
<00:19:31.669>same <00:19:31.670>way <00:19:31.671>it <00:19:31.672>uses <00:19:31.674>tools <00:19:31.675>in <00:19:31.676>your <00:19:31.678>classic

00:19:31.679 --> 00:19:34.549 align:start position:0%
<00:19:31.679>same <00:19:31.795>way <00:19:31.912>it <00:19:32.029>uses <00:19:32.145>tools <00:19:32.262>in <00:19:32.379>your <00:19:32.495>classic <00:19:32.612>MCP <00:19:32.729>approach. <00:19:32.845>the <00:19:32.962>imperative <00:19:33.079>approach

00:19:34.549 --> 00:19:34.559 align:start position:0%
<00:19:34.549>MCP <00:19:34.551>approach. <00:19:34.553>the <00:19:34.555>imperative <00:19:34.558>approach

00:19:34.559 --> 00:19:36.549 align:start position:0%
<00:19:34.559>MCP <00:19:34.686>approach. <00:19:34.813>the <00:19:34.940>imperative <00:19:35.068>approach <00:19:35.195>would <00:19:35.322>be <00:19:35.449>to <00:19:35.577>register <00:19:35.704>it <00:19:35.831>uh <00:19:35.959>via

00:19:36.549 --> 00:19:36.559 align:start position:0%
<00:19:36.549>would <00:19:36.550>be <00:19:36.552>to <00:19:36.553>register <00:19:36.555>it <00:19:36.556>uh <00:19:36.558>via

00:19:36.559 --> 00:19:38.470 align:start position:0%
<00:19:36.559>would <00:19:36.666>be <00:19:36.774>to <00:19:36.882>register <00:19:36.989>it <00:19:37.097>uh <00:19:37.205>via <00:19:37.312>JavaScript <00:19:37.420>but <00:19:37.528>I <00:19:37.635>have <00:19:37.743>not <00:19:37.851>included <00:19:37.959>this

00:19:38.470 --> 00:19:38.480 align:start position:0%
<00:19:38.470>JavaScript <00:19:38.471>but <00:19:38.473>I <00:19:38.474>have <00:19:38.476>not <00:19:38.477>included <00:19:38.479>this

00:19:38.480 --> 00:19:43.110 align:start position:0%
<00:19:38.480>JavaScript <00:19:38.620>but <00:19:38.760>I <00:19:38.900>have <00:19:39.040>not <00:19:39.180>included <00:19:39.320>this <00:19:39.460>here <00:19:39.600>for <00:19:39.740>for <00:19:39.880>brevity.

00:19:43.120 --> 00:19:47.590 align:start position:0%
<00:19:43.120>So <00:19:43.469>uh <00:19:43.820>these <00:19:44.169>technical <00:19:44.520>techniques

00:19:47.590 --> 00:19:47.600 align:start position:0%
<00:19:47.590>So <00:19:47.592>uh <00:19:47.594>these <00:19:47.596>technical <00:19:47.599>techniques

00:19:47.600 --> 00:19:50.310 align:start position:0%
<00:19:47.600>So <00:19:47.740>uh <00:19:47.879>these <00:19:48.020>technical <00:19:48.159>techniques <00:19:48.300>approaches <00:19:48.439>that <00:19:48.580>I've <00:19:48.719>mentioned <00:19:48.860>they <00:19:49.000>are

00:19:50.310 --> 00:19:50.320 align:start position:0%
<00:19:50.310>approaches <00:19:50.311>that <00:19:50.313>I've <00:19:50.315>mentioned <00:19:50.317>they <00:19:50.319>are

00:19:50.320 --> 00:19:52.630 align:start position:0%
<00:19:50.320>approaches <00:19:50.447>that <00:19:50.574>I've <00:19:50.701>mentioned <00:19:50.829>they <00:19:50.956>are <00:19:51.083>not <00:19:51.210>uh <00:19:51.338>something <00:19:51.465>that <00:19:51.592>will <00:19:51.720>magically

00:19:52.630 --> 00:19:52.640 align:start position:0%
<00:19:52.630>not <00:19:52.631>uh <00:19:52.633>something <00:19:52.635>that <00:19:52.637>will <00:19:52.639>magically

00:19:52.640 --> 00:19:54.070 align:start position:0%
<00:19:52.640>not <00:19:52.768>uh <00:19:52.897>something <00:19:53.026>that <00:19:53.154>will <00:19:53.283>magically <00:19:53.412>improve <00:19:53.540>your <00:19:53.669>documentation. <00:19:53.798>These <00:19:53.927>are

00:19:54.070 --> 00:19:54.080 align:start position:0%
<00:19:54.070>improve <00:19:54.072>your <00:19:54.074>documentation. <00:19:54.076>These <00:19:54.079>are

00:19:54.080 --> 00:19:55.669 align:start position:0%
<00:19:54.080>improve <00:19:54.220>your <00:19:54.360>documentation. <00:19:54.500>These <00:19:54.639>are <00:19:54.780>just <00:19:54.919>layers <00:19:55.060>of <00:19:55.199>delivery. <00:19:55.340>They <00:19:55.480>are

00:19:55.669 --> 00:19:55.679 align:start position:0%
<00:19:55.669>just <00:19:55.670>layers <00:19:55.672>of <00:19:55.674>delivery. <00:19:55.676>They <00:19:55.678>are

00:19:55.679 --> 00:19:57.669 align:start position:0%
<00:19:55.679>just <00:19:55.879>layers <00:19:56.079>of <00:19:56.279>delivery. <00:19:56.479>They <00:19:56.679>are <00:19:56.879>delivery <00:19:57.079>mechanisms.

00:19:57.669 --> 00:19:57.679 align:start position:0%
<00:19:57.669>delivery <00:19:57.678>mechanisms.

00:19:57.679 --> 00:20:00.950 align:start position:0%
<00:19:57.679>delivery <00:19:57.834>mechanisms. <00:19:57.990>But <00:19:58.145>if <00:19:58.301>you <00:19:58.456>have <00:19:58.612>bad <00:19:58.767>content <00:19:58.923>and <00:19:59.079>then

00:20:00.950 --> 00:20:00.960 align:start position:0%
<00:20:00.950>But <00:20:00.951>if <00:20:00.952>you <00:20:00.953>have <00:20:00.955>bad <00:20:00.956>content <00:20:00.957>and <00:20:00.959>then

00:20:00.960 --> 00:20:03.750 align:start position:0%
<00:20:00.960>But <00:20:01.067>if <00:20:01.175>you <00:20:01.283>have <00:20:01.390>bad <00:20:01.498>content <00:20:01.606>and <00:20:01.713>then <00:20:01.821>include <00:20:01.929>these, <00:20:02.036>you're <00:20:02.144>just <00:20:02.252>better <00:20:02.360>at

00:20:03.750 --> 00:20:03.760 align:start position:0%
<00:20:03.750>include <00:20:03.751>these, <00:20:03.753>you're <00:20:03.755>just <00:20:03.757>better <00:20:03.759>at

00:20:03.760 --> 00:20:05.990 align:start position:0%
<00:20:03.760>include <00:20:03.876>these, <00:20:03.993>you're <00:20:04.110>just <00:20:04.226>better <00:20:04.343>at <00:20:04.460>serving <00:20:04.576>bad <00:20:04.693>content. <00:20:04.810>If <00:20:04.926>that <00:20:05.043>makes <00:20:05.160>sense

00:20:05.990 --> 00:20:06.000 align:start position:0%
<00:20:05.990>serving <00:20:05.991>bad <00:20:05.993>content. <00:20:05.994>If <00:20:05.996>that <00:20:05.997>makes <00:20:05.999>sense

00:20:06.000 --> 00:20:09.830 align:start position:0%
<00:20:06.000>serving <00:20:06.175>bad <00:20:06.350>content. <00:20:06.525>If <00:20:06.700>that <00:20:06.875>makes <00:20:07.050>sense <00:20:07.225>to <00:20:07.400>you.

00:20:09.840 --> 00:20:12.470 align:start position:0%
<00:20:09.840>Finally, <00:20:10.120>uh <00:20:10.399>there's <00:20:10.679>a <00:20:10.959>problem <00:20:11.240>regarding

00:20:12.470 --> 00:20:12.480 align:start position:0%
<00:20:12.470>Finally, <00:20:12.471>uh <00:20:12.473>there's <00:20:12.475>a <00:20:12.477>problem <00:20:12.479>regarding

00:20:12.480 --> 00:20:14.710 align:start position:0%
<00:20:12.480>Finally, <00:20:12.607>uh <00:20:12.734>there's <00:20:12.861>a <00:20:12.989>problem <00:20:13.116>regarding <00:20:13.243>governance <00:20:13.370>of <00:20:13.498>documentation. <00:20:13.625>And <00:20:13.752>I <00:20:13.880>don't

00:20:14.710 --> 00:20:14.720 align:start position:0%
<00:20:14.710>governance <00:20:14.711>of <00:20:14.713>documentation. <00:20:14.715>And <00:20:14.717>I <00:20:14.719>don't

00:20:14.720 --> 00:20:16.390 align:start position:0%
<00:20:14.720>governance <00:20:14.827>of <00:20:14.935>documentation. <00:20:15.043>And <00:20:15.150>I <00:20:15.258>don't <00:20:15.366>know <00:20:15.473>if <00:20:15.581>you <00:20:15.689>heard <00:20:15.796>about <00:20:15.904>the <00:20:16.012>concept <00:20:16.120>of

00:20:16.390 --> 00:20:16.400 align:start position:0%
<00:20:16.390>know <00:20:16.391>if <00:20:16.392>you <00:20:16.393>heard <00:20:16.395>about <00:20:16.396>the <00:20:16.397>concept <00:20:16.399>of

00:20:16.400 --> 00:20:18.390 align:start position:0%
<00:20:16.400>know <00:20:16.500>if <00:20:16.600>you <00:20:16.700>heard <00:20:16.800>about <00:20:16.900>the <00:20:17.000>concept <00:20:17.100>of <00:20:17.200>shadow <00:20:17.300>docs. <00:20:17.400>This <00:20:17.500>is <00:20:17.600>something <00:20:17.700>that's <00:20:17.800>uh

00:20:18.390 --> 00:20:18.400 align:start position:0%
<00:20:18.390>shadow <00:20:18.391>docs. <00:20:18.393>This <00:20:18.394>is <00:20:18.396>something <00:20:18.397>that's <00:20:18.399>uh

00:20:18.400 --> 00:20:20.870 align:start position:0%
<00:20:18.400>shadow <00:20:18.516>docs. <00:20:18.633>This <00:20:18.750>is <00:20:18.866>something <00:20:18.983>that's <00:20:19.100>uh <00:20:19.216>pretty <00:20:19.333>emerging <00:20:19.450>and <00:20:19.566>pretty <00:20:19.683>recent. <00:20:19.800>So

00:20:20.870 --> 00:20:20.880 align:start position:0%
<00:20:20.870>pretty <00:20:20.871>emerging <00:20:20.873>and <00:20:20.875>pretty <00:20:20.877>recent. <00:20:20.879>So

00:20:20.880 --> 00:20:23.430 align:start position:0%
<00:20:20.880>pretty <00:20:20.996>emerging <00:20:21.113>and <00:20:21.230>pretty <00:20:21.346>recent. <00:20:21.463>So <00:20:21.580>what <00:20:21.696>happens <00:20:21.813>basically <00:20:21.930>uh <00:20:22.046>let's <00:20:22.163>say <00:20:22.280>I'm

00:20:23.430 --> 00:20:23.440 align:start position:0%
<00:20:23.430>what <00:20:23.431>happens <00:20:23.433>basically <00:20:23.434>uh <00:20:23.436>let's <00:20:23.437>say <00:20:23.439>I'm

00:20:23.440 --> 00:20:26.070 align:start position:0%
<00:20:23.440>what <00:20:23.556>happens <00:20:23.673>basically <00:20:23.790>uh <00:20:23.906>let's <00:20:24.023>say <00:20:24.140>I'm <00:20:24.256>writing <00:20:24.373>documentation <00:20:24.490>for <00:20:24.606>a <00:20:24.723>product <00:20:24.840>or

00:20:26.070 --> 00:20:26.080 align:start position:0%
<00:20:26.070>writing <00:20:26.071>documentation <00:20:26.073>for <00:20:26.075>a <00:20:26.077>product <00:20:26.079>or

00:20:26.080 --> 00:20:28.390 align:start position:0%
<00:20:26.080>writing <00:20:26.187>documentation <00:20:26.295>for <00:20:26.403>a <00:20:26.510>product <00:20:26.618>or <00:20:26.726>for <00:20:26.833>a <00:20:26.941>micros <00:20:27.049>service <00:20:27.156>which <00:20:27.264>has <00:20:27.372>some <00:20:27.480>API

00:20:28.390 --> 00:20:28.400 align:start position:0%
<00:20:28.390>for <00:20:28.391>a <00:20:28.392>micros <00:20:28.393>service <00:20:28.395>which <00:20:28.396>has <00:20:28.397>some <00:20:28.399>API

00:20:28.400 --> 00:20:31.270 align:start position:0%
<00:20:28.400>for <00:20:28.507>a <00:20:28.615>micros <00:20:28.723>service <00:20:28.830>which <00:20:28.938>has <00:20:29.046>some <00:20:29.153>API <00:20:29.261>specification <00:20:29.369>then <00:20:29.476>another <00:20:29.584>team <00:20:29.692>comes <00:20:29.800>in

00:20:31.270 --> 00:20:31.280 align:start position:0%
<00:20:31.270>specification <00:20:31.271>then <00:20:31.273>another <00:20:31.275>team <00:20:31.277>comes <00:20:31.279>in

00:20:31.280 --> 00:20:34.149 align:start position:0%
<00:20:31.280>specification <00:20:31.387>then <00:20:31.495>another <00:20:31.603>team <00:20:31.710>comes <00:20:31.818>in <00:20:31.926>uses <00:20:32.033>for <00:20:32.141>example <00:20:32.249>cloud <00:20:32.356>code <00:20:32.464>to <00:20:32.572>read <00:20:32.680>my

00:20:34.149 --> 00:20:34.159 align:start position:0%
<00:20:34.149>uses <00:20:34.150>for <00:20:34.151>example <00:20:34.152>cloud <00:20:34.154>code <00:20:34.155>to <00:20:34.156>read <00:20:34.158>my

00:20:34.159 --> 00:20:36.310 align:start position:0%
<00:20:34.159>uses <00:20:34.275>for <00:20:34.392>example <00:20:34.509>cloud <00:20:34.625>code <00:20:34.742>to <00:20:34.859>read <00:20:34.975>my <00:20:35.092>documentation <00:20:35.209>and <00:20:35.325>summarize <00:20:35.442>it <00:20:35.559>for

00:20:36.310 --> 00:20:36.320 align:start position:0%
<00:20:36.310>documentation <00:20:36.312>and <00:20:36.314>summarize <00:20:36.316>it <00:20:36.319>for

00:20:36.320 --> 00:20:38.789 align:start position:0%
<00:20:36.320>documentation <00:20:36.447>and <00:20:36.574>summarize <00:20:36.701>it <00:20:36.829>for <00:20:36.956>themselves <00:20:37.083>in <00:20:37.210>a <00:20:37.338>PDF <00:20:37.465>then <00:20:37.592>they <00:20:37.720>publish

00:20:38.789 --> 00:20:38.799 align:start position:0%
<00:20:38.789>themselves <00:20:38.790>in <00:20:38.792>a <00:20:38.793>PDF <00:20:38.795>then <00:20:38.796>they <00:20:38.798>publish

00:20:38.799 --> 00:20:41.350 align:start position:0%
<00:20:38.799>themselves <00:20:38.915>in <00:20:39.032>a <00:20:39.149>PDF <00:20:39.265>then <00:20:39.382>they <00:20:39.499>publish <00:20:39.615>that <00:20:39.732>PDF <00:20:39.849>on <00:20:39.965>confluence <00:20:40.082>and <00:20:40.199>they

00:20:41.350 --> 00:20:41.360 align:start position:0%
<00:20:41.350>that <00:20:41.351>PDF <00:20:41.353>on <00:20:41.355>confluence <00:20:41.357>and <00:20:41.359>they

00:20:41.360 --> 00:20:43.350 align:start position:0%
<00:20:41.360>that <00:20:41.467>PDF <00:20:41.575>on <00:20:41.683>confluence <00:20:41.790>and <00:20:41.898>they <00:20:42.006>basically <00:20:42.113>use <00:20:42.221>that <00:20:42.329>PDF <00:20:42.436>as <00:20:42.544>a <00:20:42.652>source <00:20:42.760>of

00:20:43.350 --> 00:20:43.360 align:start position:0%
<00:20:43.350>basically <00:20:43.351>use <00:20:43.352>that <00:20:43.353>PDF <00:20:43.355>as <00:20:43.356>a <00:20:43.357>source <00:20:43.359>of

00:20:43.360 --> 00:20:45.430 align:start position:0%
<00:20:43.360>basically <00:20:43.459>use <00:20:43.560>that <00:20:43.659>PDF <00:20:43.760>as <00:20:43.860>a <00:20:43.959>source <00:20:44.060>of <00:20:44.159>truth <00:20:44.260>for <00:20:44.360>the <00:20:44.459>documentation <00:20:44.560>of <00:20:44.659>my <00:20:44.760>API

00:20:45.430 --> 00:20:45.440 align:start position:0%
<00:20:45.430>truth <00:20:45.431>for <00:20:45.433>the <00:20:45.434>documentation <00:20:45.436>of <00:20:45.437>my <00:20:45.439>API

00:20:45.440 --> 00:20:48.149 align:start position:0%
<00:20:45.440>truth <00:20:45.556>for <00:20:45.673>the <00:20:45.790>documentation <00:20:45.906>of <00:20:46.023>my <00:20:46.140>API <00:20:46.256>instead <00:20:46.373>of <00:20:46.490>using <00:20:46.606>my <00:20:46.723>API <00:20:46.840>documentation

00:20:48.149 --> 00:20:48.159 align:start position:0%
<00:20:48.149>instead <00:20:48.150>of <00:20:48.152>using <00:20:48.154>my <00:20:48.156>API <00:20:48.158>documentation

00:20:48.159 --> 00:20:50.149 align:start position:0%
<00:20:48.159>instead <00:20:48.286>of <00:20:48.413>using <00:20:48.540>my <00:20:48.668>API <00:20:48.795>documentation <00:20:48.922>and <00:20:49.049>their <00:20:49.177>documentation <00:20:49.304>in <00:20:49.431>this <00:20:49.559>case

00:20:50.149 --> 00:20:50.159 align:start position:0%
<00:20:50.149>and <00:20:50.150>their <00:20:50.152>documentation <00:20:50.154>in <00:20:50.156>this <00:20:50.158>case

00:20:50.159 --> 00:20:52.549 align:start position:0%
<00:20:50.159>and <00:20:50.266>their <00:20:50.374>documentation <00:20:50.482>in <00:20:50.589>this <00:20:50.697>case <00:20:50.805>would <00:20:50.912>be <00:20:51.020>shadow <00:20:51.128>docs. <00:20:51.235>So <00:20:51.343>what <00:20:51.451>do <00:20:51.559>shadow

00:20:52.549 --> 00:20:52.559 align:start position:0%
<00:20:52.549>would <00:20:52.550>be <00:20:52.551>shadow <00:20:52.552>docs. <00:20:52.554>So <00:20:52.555>what <00:20:52.556>do <00:20:52.558>shadow

00:20:52.559 --> 00:20:54.870 align:start position:0%
<00:20:52.559>would <00:20:52.658>be <00:20:52.759>shadow <00:20:52.859>docs. <00:20:52.959>So <00:20:53.059>what <00:20:53.158>do <00:20:53.259>shadow <00:20:53.359>docs <00:20:53.459>do? <00:20:53.559>I <00:20:53.658>have <00:20:53.759>this <00:20:53.859>little <00:20:53.959>flowchart

00:20:54.870 --> 00:20:54.880 align:start position:0%
<00:20:54.870>docs <00:20:54.871>do? <00:20:54.873>I <00:20:54.874>have <00:20:54.876>this <00:20:54.877>little <00:20:54.879>flowchart

00:20:54.880 --> 00:20:57.590 align:start position:0%
<00:20:54.880>docs <00:20:54.987>do? <00:20:55.095>I <00:20:55.203>have <00:20:55.310>this <00:20:55.418>little <00:20:55.526>flowchart <00:20:55.633>here. <00:20:55.741>So <00:20:55.849>we <00:20:55.956>have <00:20:56.064>bad <00:20:56.172>documentation <00:20:56.280>which

00:20:57.590 --> 00:20:57.600 align:start position:0%
<00:20:57.590>here. <00:20:57.591>So <00:20:57.592>we <00:20:57.594>have <00:20:57.596>bad <00:20:57.597>documentation <00:20:57.599>which

00:20:57.600 --> 00:20:59.510 align:start position:0%
<00:20:57.600>here. <00:20:57.707>So <00:20:57.815>we <00:20:57.923>have <00:20:58.030>bad <00:20:58.138>documentation <00:20:58.246>which <00:20:58.353>leads <00:20:58.461>to <00:20:58.569>AI <00:20:58.676>summaries <00:20:58.784>which <00:20:58.892>leads <00:20:59.000>to

00:20:59.510 --> 00:20:59.520 align:start position:0%
<00:20:59.510>leads <00:20:59.511>to <00:20:59.513>AI <00:20:59.514>summaries <00:20:59.516>which <00:20:59.517>leads <00:20:59.519>to

00:20:59.520 --> 00:21:02.070 align:start position:0%
<00:20:59.520>leads <00:20:59.627>to <00:20:59.735>AI <00:20:59.843>summaries <00:20:59.950>which <00:21:00.058>leads <00:21:00.166>to <00:21:00.273>shared <00:21:00.381>PDFs <00:21:00.489>which <00:21:00.596>leads <00:21:00.704>to <00:21:00.812>worse <00:21:00.920>answers

00:21:02.070 --> 00:21:02.080 align:start position:0%
<00:21:02.070>shared <00:21:02.071>PDFs <00:21:02.072>which <00:21:02.074>leads <00:21:02.076>to <00:21:02.077>worse <00:21:02.079>answers

00:21:02.080 --> 00:21:05.110 align:start position:0%
<00:21:02.080>shared <00:21:02.179>PDFs <00:21:02.280>which <00:21:02.379>leads <00:21:02.480>to <00:21:02.580>worse <00:21:02.679>answers <00:21:02.780>which <00:21:02.879>all <00:21:02.980>gets <00:21:03.080>fed <00:21:03.179>back <00:21:03.280>into <00:21:03.379>AI <00:21:03.480>agents.

00:21:05.110 --> 00:21:05.120 align:start position:0%
<00:21:05.110>which <00:21:05.111>all <00:21:05.112>gets <00:21:05.113>fed <00:21:05.115>back <00:21:05.116>into <00:21:05.117>AI <00:21:05.119>agents.

00:21:05.120 --> 00:21:06.710 align:start position:0%
<00:21:05.120>which <00:21:05.219>all <00:21:05.320>gets <00:21:05.419>fed <00:21:05.520>back <00:21:05.620>into <00:21:05.719>AI <00:21:05.820>agents. <00:21:05.919>So <00:21:06.020>these <00:21:06.120>are <00:21:06.219>kind <00:21:06.320>of <00:21:06.419>copies <00:21:06.520>of

00:21:06.710 --> 00:21:06.720 align:start position:0%
<00:21:06.710>So <00:21:06.711>these <00:21:06.713>are <00:21:06.714>kind <00:21:06.716>of <00:21:06.717>copies <00:21:06.719>of

00:21:06.720 --> 00:21:09.029 align:start position:0%
<00:21:06.720>So <00:21:06.847>these <00:21:06.974>are <00:21:07.101>kind <00:21:07.229>of <00:21:07.356>copies <00:21:07.483>of <00:21:07.610>documentation <00:21:07.738>that <00:21:07.865>you <00:21:07.992>may <00:21:08.120>have

00:21:09.029 --> 00:21:09.039 align:start position:0%
<00:21:09.029>documentation <00:21:09.031>that <00:21:09.033>you <00:21:09.035>may <00:21:09.038>have

00:21:09.039 --> 00:21:11.270 align:start position:0%
<00:21:09.039>documentation <00:21:09.194>that <00:21:09.350>you <00:21:09.505>may <00:21:09.661>have <00:21:09.816>distributed <00:21:09.972>across <00:21:10.127>your <00:21:10.283>company <00:21:10.439>which

00:21:11.270 --> 00:21:11.280 align:start position:0%
<00:21:11.270>distributed <00:21:11.272>across <00:21:11.274>your <00:21:11.276>company <00:21:11.279>which

00:21:11.280 --> 00:21:14.070 align:start position:0%
<00:21:11.280>distributed <00:21:11.396>across <00:21:11.513>your <00:21:11.629>company <00:21:11.746>which <00:21:11.863>may <00:21:11.980>or <00:21:12.096>may <00:21:12.213>not <00:21:12.330>be <00:21:12.446>correct. <00:21:12.563>Why <00:21:12.680>not?

00:21:14.070 --> 00:21:14.080 align:start position:0%
<00:21:14.070>may <00:21:14.071>or <00:21:14.072>may <00:21:14.073>not <00:21:14.075>be <00:21:14.076>correct. <00:21:14.077>Why <00:21:14.079>not?

00:21:14.080 --> 00:21:16.549 align:start position:0%
<00:21:14.080>may <00:21:14.187>or <00:21:14.295>may <00:21:14.403>not <00:21:14.510>be <00:21:14.618>correct. <00:21:14.726>Why <00:21:14.833>not? <00:21:14.941>Because <00:21:15.049>if <00:21:15.156>I <00:21:15.264>update <00:21:15.372>my <00:21:15.480>original

00:21:16.549 --> 00:21:16.559 align:start position:0%
<00:21:16.549>Because <00:21:16.550>if <00:21:16.552>I <00:21:16.554>update <00:21:16.556>my <00:21:16.558>original

00:21:16.559 --> 00:21:18.070 align:start position:0%
<00:21:16.559>Because <00:21:16.682>if <00:21:16.806>I <00:21:16.929>update <00:21:17.053>my <00:21:17.177>original <00:21:17.300>documentation <00:21:17.424>and <00:21:17.548>the <00:21:17.671>team <00:21:17.795>that <00:21:17.918>has

00:21:18.070 --> 00:21:18.080 align:start position:0%
<00:21:18.070>documentation <00:21:18.071>and <00:21:18.073>the <00:21:18.075>team <00:21:18.077>that <00:21:18.079>has

00:21:18.080 --> 00:21:19.830 align:start position:0%
<00:21:18.080>documentation <00:21:18.196>and <00:21:18.313>the <00:21:18.429>team <00:21:18.546>that <00:21:18.663>has <00:21:18.780>generated <00:21:18.896>a <00:21:19.013>PDF <00:21:19.129>does <00:21:19.246>not <00:21:19.363>know <00:21:19.480>about

00:21:19.830 --> 00:21:19.840 align:start position:0%
<00:21:19.830>generated <00:21:19.831>a <00:21:19.832>PDF <00:21:19.834>does <00:21:19.836>not <00:21:19.837>know <00:21:19.839>about

00:21:19.840 --> 00:21:22.070 align:start position:0%
<00:21:19.840>generated <00:21:19.947>a <00:21:20.055>PDF <00:21:20.163>does <00:21:20.270>not <00:21:20.378>know <00:21:20.486>about <00:21:20.593>that, <00:21:20.701>then <00:21:20.809>their <00:21:20.916>documentation <00:21:21.024>is <00:21:21.132>out <00:21:21.240>of

00:21:22.070 --> 00:21:22.080 align:start position:0%
<00:21:22.070>that, <00:21:22.071>then <00:21:22.072>their <00:21:22.074>documentation <00:21:22.076>is <00:21:22.077>out <00:21:22.079>of

00:21:22.080 --> 00:21:23.590 align:start position:0%
<00:21:22.080>that, <00:21:22.274>then <00:21:22.468>their <00:21:22.662>documentation <00:21:22.856>is <00:21:23.050>out <00:21:23.244>of <00:21:23.438>date.

00:21:23.590 --> 00:21:23.600 align:start position:0%
date.

00:21:23.600 --> 00:21:25.750 align:start position:0%
<00:21:23.600>date. <00:21:23.800>Uh <00:21:24.000>this <00:21:24.199>documentation <00:21:24.399>that <00:21:24.600>they <00:21:24.800>make <00:21:25.000>may

00:21:25.750 --> 00:21:25.760 align:start position:0%
<00:21:25.750>Uh <00:21:25.751>this <00:21:25.753>documentation <00:21:25.754>that <00:21:25.756>they <00:21:25.757>make <00:21:25.759>may

00:21:25.760 --> 00:21:27.669 align:start position:0%
<00:21:25.760>Uh <00:21:25.900>this <00:21:26.040>documentation <00:21:26.180>that <00:21:26.320>they <00:21:26.460>make <00:21:26.600>may <00:21:26.740>contain <00:21:26.879>hallucinations <00:21:27.020>as <00:21:27.160>hallucinations

00:21:27.669 --> 00:21:27.679 align:start position:0%
<00:21:27.669>contain <00:21:27.672>hallucinations <00:21:27.675>as <00:21:27.678>hallucinations

00:21:27.679 --> 00:21:30.070 align:start position:0%
<00:21:27.679>contain <00:21:27.795>hallucinations <00:21:27.912>as <00:21:28.029>hallucinations <00:21:28.145>are <00:21:28.262>a <00:21:28.379>feature <00:21:28.495>of <00:21:28.612>all <00:21:28.729>of <00:21:28.845>these <00:21:28.962>AI <00:21:29.079>agents.

00:21:30.070 --> 00:21:30.080 align:start position:0%
<00:21:30.070>are <00:21:30.071>a <00:21:30.072>feature <00:21:30.073>of <00:21:30.074>all <00:21:30.075>of <00:21:30.076>these <00:21:30.077>AI <00:21:30.079>agents.

00:21:30.080 --> 00:21:33.029 align:start position:0%
<00:21:30.080>are <00:21:30.173>a <00:21:30.266>feature <00:21:30.360>of <00:21:30.453>all <00:21:30.546>of <00:21:30.639>these <00:21:30.733>AI <00:21:30.826>agents. <00:21:30.919>They <00:21:31.013>may <00:21:31.106>mix <00:21:31.199>content <00:21:31.293>from <00:21:31.386>different <00:21:31.480>API

00:21:33.029 --> 00:21:33.039 align:start position:0%
<00:21:33.029>They <00:21:33.030>may <00:21:33.032>mix <00:21:33.033>content <00:21:33.035>from <00:21:33.036>different <00:21:33.038>API

00:21:33.039 --> 00:21:34.950 align:start position:0%
<00:21:33.039>They <00:21:33.146>may <00:21:33.254>mix <00:21:33.362>content <00:21:33.469>from <00:21:33.577>different <00:21:33.685>API <00:21:33.792>versions. <00:21:33.900>So <00:21:34.008>version <00:21:34.115>one <00:21:34.223>and <00:21:34.331>version <00:21:34.439>two

00:21:34.950 --> 00:21:34.960 align:start position:0%
<00:21:34.950>versions. <00:21:34.951>So <00:21:34.953>version <00:21:34.954>one <00:21:34.956>and <00:21:34.957>version <00:21:34.959>two

00:21:34.960 --> 00:21:37.029 align:start position:0%
<00:21:34.960>versions. <00:21:35.060>So <00:21:35.160>version <00:21:35.260>one <00:21:35.360>and <00:21:35.460>version <00:21:35.560>two <00:21:35.660>might <00:21:35.760>diverge <00:21:35.860>in <00:21:35.960>an <00:21:36.060>API <00:21:36.160>endpoint <00:21:36.260>and <00:21:36.360>it

00:21:37.029 --> 00:21:37.039 align:start position:0%
<00:21:37.029>might <00:21:37.030>diverge <00:21:37.031>in <00:21:37.032>an <00:21:37.034>API <00:21:37.035>endpoint <00:21:37.036>and <00:21:37.038>it

00:21:37.039 --> 00:21:40.070 align:start position:0%
<00:21:37.039>might <00:21:37.126>diverge <00:21:37.214>in <00:21:37.301>an <00:21:37.389>API <00:21:37.476>endpoint <00:21:37.564>and <00:21:37.651>it <00:21:37.739>may <00:21:37.826>mix <00:21:37.914>it. <00:21:38.001>It <00:21:38.089>can <00:21:38.176>become <00:21:38.264>the <00:21:38.351>real <00:21:38.439>docs

00:21:40.070 --> 00:21:40.080 align:start position:0%
<00:21:40.070>may <00:21:40.071>mix <00:21:40.072>it. <00:21:40.073>It <00:21:40.074>can <00:21:40.075>become <00:21:40.076>the <00:21:40.077>real <00:21:40.079>docs

00:21:40.080 --> 00:21:41.830 align:start position:0%
<00:21:40.080>may <00:21:40.173>mix <00:21:40.266>it. <00:21:40.360>It <00:21:40.453>can <00:21:40.546>become <00:21:40.639>the <00:21:40.733>real <00:21:40.826>docs <00:21:40.919>for <00:21:41.013>some <00:21:41.106>teams <00:21:41.199>and <00:21:41.293>they <00:21:41.386>will <00:21:41.480>stop

00:21:41.830 --> 00:21:41.840 align:start position:0%
<00:21:41.830>for <00:21:41.831>some <00:21:41.832>teams <00:21:41.834>and <00:21:41.836>they <00:21:41.837>will <00:21:41.839>stop

00:21:41.840 --> 00:21:43.669 align:start position:0%
<00:21:41.840>for <00:21:41.956>some <00:21:42.073>teams <00:21:42.189>and <00:21:42.306>they <00:21:42.423>will <00:21:42.540>stop <00:21:42.656>referencing <00:21:42.773>the <00:21:42.889>source <00:21:43.006>of <00:21:43.123>truth, <00:21:43.240>the

00:21:43.669 --> 00:21:43.679 align:start position:0%
<00:21:43.669>referencing <00:21:43.670>the <00:21:43.672>source <00:21:43.674>of <00:21:43.676>truth, <00:21:43.678>the

00:21:43.679 --> 00:21:47.029 align:start position:0%
<00:21:43.679>referencing <00:21:43.806>the <00:21:43.933>source <00:21:44.060>of <00:21:44.188>truth, <00:21:44.315>the <00:21:44.442>ground <00:21:44.569>root <00:21:44.697>documentation <00:21:44.824>and <00:21:44.951>they <00:21:45.079>get

00:21:47.029 --> 00:21:47.039 align:start position:0%
<00:21:47.029>ground <00:21:47.030>root <00:21:47.032>documentation <00:21:47.034>and <00:21:47.036>they <00:21:47.038>get

00:21:47.039 --> 00:21:49.190 align:start position:0%
<00:21:47.039>ground <00:21:47.166>root <00:21:47.293>documentation <00:21:47.420>and <00:21:47.548>they <00:21:47.675>get <00:21:47.802>fed <00:21:47.929>back <00:21:48.057>into <00:21:48.184>AI <00:21:48.311>tools <00:21:48.439>amplifying

00:21:49.190 --> 00:21:49.200 align:start position:0%
<00:21:49.190>fed <00:21:49.191>back <00:21:49.193>into <00:21:49.195>AI <00:21:49.197>tools <00:21:49.199>amplifying

00:21:49.200 --> 00:21:52.870 align:start position:0%
<00:21:49.200>fed <00:21:49.433>back <00:21:49.666>into <00:21:49.900>AI <00:21:50.133>tools <00:21:50.366>amplifying <00:21:50.600>errors.

00:21:52.880 --> 00:21:54.630 align:start position:0%
<00:21:52.880>Finally, <00:21:53.080>I <00:21:53.280>want <00:21:53.480>to <00:21:53.680>give <00:21:53.880>you <00:21:54.080>a <00:21:54.280>checklist

00:21:54.630 --> 00:21:54.640 align:start position:0%
<00:21:54.630>Finally, <00:21:54.631>I <00:21:54.632>want <00:21:54.633>to <00:21:54.635>give <00:21:54.636>you <00:21:54.637>a <00:21:54.639>checklist

00:21:54.640 --> 00:21:56.950 align:start position:0%
<00:21:54.640>Finally, <00:21:54.740>I <00:21:54.840>want <00:21:54.940>to <00:21:55.040>give <00:21:55.140>you <00:21:55.240>a <00:21:55.340>checklist <00:21:55.440>for <00:21:55.540>your <00:21:55.640>documentation <00:21:55.740>uh <00:21:55.840>so <00:21:55.940>you <00:21:56.040>can

00:21:56.950 --> 00:21:56.960 align:start position:0%
<00:21:56.950>for <00:21:56.951>your <00:21:56.953>documentation <00:21:56.954>uh <00:21:56.956>so <00:21:56.957>you <00:21:56.959>can

00:21:56.960 --> 00:21:59.110 align:start position:0%
<00:21:56.960>for <00:21:57.060>your <00:21:57.160>documentation <00:21:57.260>uh <00:21:57.360>so <00:21:57.460>you <00:21:57.560>can <00:21:57.660>basically <00:21:57.760>evaluate <00:21:57.860>how <00:21:57.960>good <00:21:58.060>it <00:21:58.160>is <00:21:58.260>for <00:21:58.360>AI

00:21:59.110 --> 00:21:59.120 align:start position:0%
<00:21:59.110>basically <00:21:59.111>evaluate <00:21:59.112>how <00:21:59.113>good <00:21:59.115>it <00:21:59.116>is <00:21:59.117>for <00:21:59.119>AI

00:21:59.120 --> 00:22:01.350 align:start position:0%
<00:21:59.120>basically <00:21:59.219>evaluate <00:21:59.320>how <00:21:59.419>good <00:21:59.520>it <00:21:59.620>is <00:21:59.719>for <00:21:59.820>AI <00:21:59.919>agents. <00:22:00.020>I <00:22:00.120>will <00:22:00.219>not <00:22:00.320>go <00:22:00.419>through <00:22:00.520>these

00:22:01.350 --> 00:22:01.360 align:start position:0%
<00:22:01.350>agents. <00:22:01.351>I <00:22:01.352>will <00:22:01.354>not <00:22:01.356>go <00:22:01.357>through <00:22:01.359>these

00:22:01.360 --> 00:22:02.789 align:start position:0%
<00:22:01.360>agents. <00:22:01.467>I <00:22:01.574>will <00:22:01.681>not <00:22:01.788>go <00:22:01.895>through <00:22:02.003>these <00:22:02.110>questions <00:22:02.217>because <00:22:02.324>these <00:22:02.431>are <00:22:02.538>all <00:22:02.646>concepts

00:22:02.789 --> 00:22:02.799 align:start position:0%
<00:22:02.789>questions <00:22:02.790>because <00:22:02.792>these <00:22:02.794>are <00:22:02.796>all <00:22:02.798>concepts

00:22:02.799 --> 00:22:04.549 align:start position:0%
<00:22:02.799>questions <00:22:02.926>because <00:22:03.053>these <00:22:03.180>are <00:22:03.308>all <00:22:03.435>concepts <00:22:03.562>that <00:22:03.689>we <00:22:03.817>have <00:22:03.944>established <00:22:04.071>today <00:22:04.199>during

00:22:04.549 --> 00:22:04.559 align:start position:0%
<00:22:04.549>that <00:22:04.550>we <00:22:04.552>have <00:22:04.554>established <00:22:04.556>today <00:22:04.558>during

00:22:04.559 --> 00:22:07.909 align:start position:0%
<00:22:04.559>that <00:22:04.686>we <00:22:04.813>have <00:22:04.940>established <00:22:05.068>today <00:22:05.195>during <00:22:05.322>this <00:22:05.449>presentation. <00:22:05.577>So, <00:22:05.704>uh, <00:22:05.831>ask <00:22:05.959>yourself

00:22:07.909 --> 00:22:07.919 align:start position:0%
<00:22:07.909>this <00:22:07.910>presentation. <00:22:07.912>So, <00:22:07.914>uh, <00:22:07.916>ask <00:22:07.918>yourself

00:22:07.919 --> 00:22:09.669 align:start position:0%
<00:22:07.919>this <00:22:08.059>presentation. <00:22:08.199>So, <00:22:08.339>uh, <00:22:08.479>ask <00:22:08.619>yourself <00:22:08.759>when <00:22:08.899>reading <00:22:09.039>your <00:22:09.179>documentation, <00:22:09.319>when

00:22:09.669 --> 00:22:09.679 align:start position:0%
<00:22:09.669>when <00:22:09.671>reading <00:22:09.673>your <00:22:09.675>documentation, <00:22:09.678>when

00:22:09.679 --> 00:22:11.590 align:start position:0%
<00:22:09.679>when <00:22:09.834>reading <00:22:09.990>your <00:22:10.145>documentation, <00:22:10.301>when <00:22:10.456>reviewing <00:22:10.612>it, <00:22:10.767>ask <00:22:10.923>yourself <00:22:11.079>these

00:22:11.590 --> 00:22:11.600 align:start position:0%
<00:22:11.590>reviewing <00:22:11.592>it, <00:22:11.594>ask <00:22:11.596>yourself <00:22:11.599>these

00:22:11.600 --> 00:22:14.390 align:start position:0%
<00:22:11.600>reviewing <00:22:11.740>it, <00:22:11.879>ask <00:22:12.020>yourself <00:22:12.159>these <00:22:12.300>questions. <00:22:12.439>If <00:22:12.580>these <00:22:12.719>questions <00:22:12.860>can <00:22:13.000>be

00:22:14.390 --> 00:22:14.400 align:start position:0%
<00:22:14.390>questions. <00:22:14.391>If <00:22:14.393>these <00:22:14.395>questions <00:22:14.397>can <00:22:14.399>be

00:22:14.400 --> 00:22:16.070 align:start position:0%
<00:22:14.400>questions. <00:22:14.527>If <00:22:14.654>these <00:22:14.781>questions <00:22:14.909>can <00:22:15.036>be <00:22:15.163>answered <00:22:15.290>by <00:22:15.418>every <00:22:15.545>chunk <00:22:15.672>of <00:22:15.800>your

00:22:16.070 --> 00:22:16.080 align:start position:0%
<00:22:16.070>answered <00:22:16.071>by <00:22:16.073>every <00:22:16.075>chunk <00:22:16.077>of <00:22:16.079>your

00:22:16.080 --> 00:22:18.230 align:start position:0%
<00:22:16.080>answered <00:22:16.207>by <00:22:16.334>every <00:22:16.461>chunk <00:22:16.589>of <00:22:16.716>your <00:22:16.843>documentation, <00:22:16.970>then <00:22:17.098>you're <00:22:17.225>good <00:22:17.352>to <00:22:17.480>go.

00:22:18.230 --> 00:22:18.240 align:start position:0%
<00:22:18.230>documentation, <00:22:18.231>then <00:22:18.233>you're <00:22:18.235>good <00:22:18.237>to <00:22:18.239>go.

00:22:18.240 --> 00:22:20.630 align:start position:0%
<00:22:18.240>documentation, <00:22:18.347>then <00:22:18.455>you're <00:22:18.563>good <00:22:18.670>to <00:22:18.778>go. <00:22:18.886>If <00:22:18.993>not, <00:22:19.101>please <00:22:19.209>get <00:22:19.316>back <00:22:19.424>to <00:22:19.532>the <00:22:19.640>drawing

00:22:20.630 --> 00:22:20.640 align:start position:0%
<00:22:20.630>If <00:22:20.631>not, <00:22:20.632>please <00:22:20.633>get <00:22:20.635>back <00:22:20.636>to <00:22:20.637>the <00:22:20.639>drawing

00:22:20.640 --> 00:22:23.590 align:start position:0%
<00:22:20.640>If <00:22:20.780>not, <00:22:20.920>please <00:22:21.060>get <00:22:21.200>back <00:22:21.340>to <00:22:21.480>the <00:22:21.620>drawing <00:22:21.760>board <00:22:21.900>and <00:22:22.040>review.

00:22:23.590 --> 00:22:23.600 align:start position:0%
<00:22:23.590>board <00:22:23.594>and <00:22:23.599>review.

00:22:23.600 --> 00:22:25.909 align:start position:0%
<00:22:23.600>board <00:22:23.755>and <00:22:23.911>review. <00:22:24.066>Uh, <00:22:24.222>to <00:22:24.377>wrap <00:22:24.533>up, <00:22:24.688>uh, <00:22:24.844>AI <00:22:25.000>ready

00:22:25.909 --> 00:22:25.919 align:start position:0%
<00:22:25.909>Uh, <00:22:25.910>to <00:22:25.912>wrap <00:22:25.913>up, <00:22:25.915>uh, <00:22:25.916>AI <00:22:25.918>ready

00:22:25.919 --> 00:22:27.990 align:start position:0%
<00:22:25.919>Uh, <00:22:26.059>to <00:22:26.199>wrap <00:22:26.339>up, <00:22:26.479>uh, <00:22:26.619>AI <00:22:26.759>ready <00:22:26.899>documentation <00:22:27.039>is <00:22:27.179>documentation <00:22:27.319>that

00:22:27.990 --> 00:22:28.000 align:start position:0%
<00:22:27.990>documentation <00:22:27.993>is <00:22:27.996>documentation <00:22:27.999>that

00:22:28.000 --> 00:22:31.029 align:start position:0%
<00:22:28.000>documentation <00:22:28.140>is <00:22:28.280>documentation <00:22:28.420>that <00:22:28.560>remains <00:22:28.700>reliable <00:22:28.840>when <00:22:28.980>read <00:22:29.120>out <00:22:29.260>of <00:22:29.400>order,

00:22:31.029 --> 00:22:31.039 align:start position:0%
<00:22:31.029>remains <00:22:31.030>reliable <00:22:31.032>when <00:22:31.033>read <00:22:31.035>out <00:22:31.036>of <00:22:31.038>order,

00:22:31.039 --> 00:22:35.350 align:start position:0%
<00:22:31.039>remains <00:22:31.155>reliable <00:22:31.272>when <00:22:31.389>read <00:22:31.505>out <00:22:31.622>of <00:22:31.739>order, <00:22:31.855>out <00:22:31.972>of <00:22:32.089>context, <00:22:32.205>or <00:22:32.322>just <00:22:32.439>randomly.

00:22:35.350 --> 00:22:35.360 align:start position:0%
<00:22:35.350>out <00:22:35.351>of <00:22:35.353>context, <00:22:35.355>or <00:22:35.357>just <00:22:35.359>randomly.

00:22:35.360 --> 00:22:38.390 align:start position:0%
<00:22:35.360>out <00:22:35.500>of <00:22:35.639>context, <00:22:35.780>or <00:22:35.919>just <00:22:36.060>randomly. <00:22:36.199>Everything <00:22:36.340>covered <00:22:36.479>today <00:22:36.620>makes <00:22:36.760>writing

00:22:38.390 --> 00:22:38.400 align:start position:0%
<00:22:38.390>Everything <00:22:38.392>covered <00:22:38.394>today <00:22:38.396>makes <00:22:38.399>writing

00:22:38.400 --> 00:22:40.390 align:start position:0%
<00:22:38.400>Everything <00:22:38.540>covered <00:22:38.680>today <00:22:38.820>makes <00:22:38.960>writing <00:22:39.100>docs <00:22:39.240>and <00:22:39.380>reading <00:22:39.520>docs <00:22:39.660>easier <00:22:39.800>for

00:22:40.390 --> 00:22:40.400 align:start position:0%
<00:22:40.390>docs <00:22:40.391>and <00:22:40.393>reading <00:22:40.395>docs <00:22:40.397>easier <00:22:40.399>for

00:22:40.400 --> 00:22:42.710 align:start position:0%
<00:22:40.400>docs <00:22:40.516>and <00:22:40.633>reading <00:22:40.750>docs <00:22:40.866>easier <00:22:40.983>for <00:22:41.100>everyone <00:22:41.216>both <00:22:41.333>humans <00:22:41.450>and <00:22:41.566>AI <00:22:41.683>agents. <00:22:41.800>So

00:22:42.710 --> 00:22:42.720 align:start position:0%
<00:22:42.710>everyone <00:22:42.711>both <00:22:42.713>humans <00:22:42.714>and <00:22:42.716>AI <00:22:42.717>agents. <00:22:42.719>So

00:22:42.720 --> 00:22:45.270 align:start position:0%
<00:22:42.720>everyone <00:22:42.820>both <00:22:42.920>humans <00:22:43.020>and <00:22:43.120>AI <00:22:43.220>agents. <00:22:43.320>So <00:22:43.420>these <00:22:43.520>are <00:22:43.620>not <00:22:43.720>tips <00:22:43.820>that <00:22:43.920>will <00:22:44.020>uh <00:22:44.120>degrade

00:22:45.270 --> 00:22:45.280 align:start position:0%
<00:22:45.270>these <00:22:45.271>are <00:22:45.272>not <00:22:45.273>tips <00:22:45.275>that <00:22:45.276>will <00:22:45.277>uh <00:22:45.279>degrade

00:22:45.280 --> 00:22:46.870 align:start position:0%
<00:22:45.280>these <00:22:45.387>are <00:22:45.495>not <00:22:45.603>tips <00:22:45.710>that <00:22:45.818>will <00:22:45.926>uh <00:22:46.033>degrade <00:22:46.141>the <00:22:46.249>structure <00:22:46.356>of <00:22:46.464>your <00:22:46.572>documentation <00:22:46.680>for

00:22:46.870 --> 00:22:46.880 align:start position:0%
<00:22:46.870>the <00:22:46.871>structure <00:22:46.873>of <00:22:46.875>your <00:22:46.877>documentation <00:22:46.879>for

00:22:46.880 --> 00:22:50.070 align:start position:0%
<00:22:46.880>the <00:22:47.007>structure <00:22:47.134>of <00:22:47.261>your <00:22:47.389>documentation <00:22:47.516>for <00:22:47.643>humans. <00:22:47.770>Actually <00:22:47.898>they <00:22:48.025>will <00:22:48.152>improve <00:22:48.280>them.

00:22:50.070 --> 00:22:50.080 align:start position:0%
<00:22:50.070>humans. <00:22:50.071>Actually <00:22:50.073>they <00:22:50.075>will <00:22:50.077>improve <00:22:50.079>them.

00:22:50.080 --> 00:22:52.710 align:start position:0%
<00:22:50.080>humans. <00:22:50.187>Actually <00:22:50.295>they <00:22:50.403>will <00:22:50.510>improve <00:22:50.618>them. <00:22:50.726>So <00:22:50.833>uh <00:22:50.941>an <00:22:51.049>important <00:22:51.156>concept <00:22:51.264>here <00:22:51.372>is <00:22:51.480>I

00:22:52.710 --> 00:22:52.720 align:start position:0%
<00:22:52.710>So <00:22:52.711>uh <00:22:52.712>an <00:22:52.713>important <00:22:52.715>concept <00:22:52.716>here <00:22:52.717>is <00:22:52.719>I

00:22:52.720 --> 00:22:55.110 align:start position:0%
<00:22:52.720>So <00:22:52.820>uh <00:22:52.920>an <00:22:53.020>important <00:22:53.120>concept <00:22:53.220>here <00:22:53.320>is <00:22:53.420>I <00:22:53.520>cannot <00:22:53.620>control <00:22:53.720>the <00:22:53.820>AI <00:22:53.920>agent <00:22:54.020>of <00:22:54.120>somebody

00:22:55.110 --> 00:22:55.120 align:start position:0%
<00:22:55.110>cannot <00:22:55.111>control <00:22:55.112>the <00:22:55.114>AI <00:22:55.116>agent <00:22:55.117>of <00:22:55.119>somebody

00:22:55.120 --> 00:22:57.669 align:start position:0%
<00:22:55.120>cannot <00:22:55.227>control <00:22:55.335>the <00:22:55.443>AI <00:22:55.550>agent <00:22:55.658>of <00:22:55.766>somebody <00:22:55.873>who's <00:22:55.981>reading <00:22:56.089>my <00:22:56.196>documentation <00:22:56.304>but <00:22:56.412>I <00:22:56.520>can

00:22:57.669 --> 00:22:57.679 align:start position:0%
<00:22:57.669>who's <00:22:57.670>reading <00:22:57.672>my <00:22:57.673>documentation <00:22:57.675>but <00:22:57.676>I <00:22:57.678>can

00:22:57.679 --> 00:22:59.270 align:start position:0%
<00:22:57.679>who's <00:22:57.806>reading <00:22:57.933>my <00:22:58.060>documentation <00:22:58.188>but <00:22:58.315>I <00:22:58.442>can <00:22:58.569>control <00:22:58.697>my <00:22:58.824>documentation <00:22:58.951>and <00:22:59.079>that's

00:22:59.270 --> 00:22:59.280 align:start position:0%
<00:22:59.270>control <00:22:59.272>my <00:22:59.274>documentation <00:22:59.276>and <00:22:59.279>that's

00:22:59.280 --> 00:23:01.270 align:start position:0%
<00:22:59.280>control <00:22:59.396>my <00:22:59.513>documentation <00:22:59.629>and <00:22:59.746>that's <00:22:59.863>really <00:22:59.980>the <00:23:00.096>point. <00:23:00.213>I <00:23:00.330>want <00:23:00.446>to <00:23:00.563>make <00:23:00.680>my

00:23:01.270 --> 00:23:01.280 align:start position:0%
<00:23:01.270>really <00:23:01.271>the <00:23:01.272>point. <00:23:01.273>I <00:23:01.275>want <00:23:01.276>to <00:23:01.277>make <00:23:01.279>my

00:23:01.280 --> 00:23:03.830 align:start position:0%
<00:23:01.280>really <00:23:01.396>the <00:23:01.513>point. <00:23:01.629>I <00:23:01.746>want <00:23:01.863>to <00:23:01.980>make <00:23:02.096>my <00:23:02.213>documentation, <00:23:02.330>my <00:23:02.446>specification <00:23:02.563>as <00:23:02.680>good

00:23:03.830 --> 00:23:03.840 align:start position:0%
<00:23:03.830>documentation, <00:23:03.832>my <00:23:03.834>specification <00:23:03.836>as <00:23:03.839>good

00:23:03.840 --> 00:23:06.789 align:start position:0%
<00:23:03.840>documentation, <00:23:03.956>my <00:23:04.073>specification <00:23:04.189>as <00:23:04.306>good <00:23:04.423>as <00:23:04.540>possible. <00:23:04.656>So <00:23:04.773>the <00:23:04.889>AI <00:23:05.006>agent <00:23:05.123>which <00:23:05.240>I

00:23:06.789 --> 00:23:06.799 align:start position:0%
<00:23:06.789>as <00:23:06.790>possible. <00:23:06.791>So <00:23:06.792>the <00:23:06.794>AI <00:23:06.795>agent <00:23:06.796>which <00:23:06.798>I

00:23:06.799 --> 00:23:10.230 align:start position:0%
<00:23:06.799>as <00:23:06.892>possible. <00:23:06.985>So <00:23:07.079>the <00:23:07.172>AI <00:23:07.265>agent <00:23:07.359>which <00:23:07.452>I <00:23:07.545>cannot <00:23:07.639>control <00:23:07.732>reads <00:23:07.825>it <00:23:07.918>in <00:23:08.012>a <00:23:08.105>good <00:23:08.199>enough

00:23:10.230 --> 00:23:10.240 align:start position:0%
<00:23:10.230>cannot <00:23:10.231>control <00:23:10.232>reads <00:23:10.233>it <00:23:10.235>in <00:23:10.236>a <00:23:10.237>good <00:23:10.239>enough

00:23:10.240 --> 00:23:13.190 align:start position:0%
<00:23:10.240>cannot <00:23:10.340>control <00:23:10.440>reads <00:23:10.540>it <00:23:10.640>in <00:23:10.740>a <00:23:10.840>good <00:23:10.940>enough <00:23:11.040>way <00:23:11.140>to <00:23:11.240>be <00:23:11.340>understood. <00:23:11.440>So <00:23:11.540>please <00:23:11.640>on

00:23:13.190 --> 00:23:13.200 align:start position:0%
<00:23:13.190>way <00:23:13.191>to <00:23:13.193>be <00:23:13.194>understood. <00:23:13.196>So <00:23:13.197>please <00:23:13.199>on

00:23:13.200 --> 00:23:15.590 align:start position:0%
<00:23:13.200>way <00:23:13.307>to <00:23:13.415>be <00:23:13.523>understood. <00:23:13.630>So <00:23:13.738>please <00:23:13.846>on <00:23:13.953>Monday <00:23:14.061>just <00:23:14.169>pick <00:23:14.276>your <00:23:14.384>10 <00:23:14.492>most <00:23:14.600>visited

00:23:15.590 --> 00:23:15.600 align:start position:0%
<00:23:15.590>Monday <00:23:15.591>just <00:23:15.592>pick <00:23:15.594>your <00:23:15.596>10 <00:23:15.597>most <00:23:15.599>visited

00:23:15.600 --> 00:23:17.909 align:start position:0%
<00:23:15.600>Monday <00:23:15.727>just <00:23:15.854>pick <00:23:15.981>your <00:23:16.109>10 <00:23:16.236>most <00:23:16.363>visited <00:23:16.490>pages, <00:23:16.618>rent <00:23:16.745>this <00:23:16.872>little <00:23:17.000>questionnaire

00:23:17.909 --> 00:23:17.919 align:start position:0%
<00:23:17.909>pages, <00:23:17.911>rent <00:23:17.913>this <00:23:17.915>little <00:23:17.918>questionnaire

00:23:17.919 --> 00:23:21.110 align:start position:0%
<00:23:17.919>pages, <00:23:18.035>rent <00:23:18.152>this <00:23:18.269>little <00:23:18.385>questionnaire <00:23:18.502>that <00:23:18.619>I've <00:23:18.735>put <00:23:18.852>up <00:23:18.969>for <00:23:19.085>you, <00:23:19.202>evaluate <00:23:19.319>and

00:23:21.110 --> 00:23:21.120 align:start position:0%
<00:23:21.110>that <00:23:21.111>I've <00:23:21.112>put <00:23:21.113>up <00:23:21.115>for <00:23:21.116>you, <00:23:21.117>evaluate <00:23:21.119>and

00:23:21.120 --> 00:23:24.630 align:start position:0%
<00:23:21.120>that <00:23:21.236>I've <00:23:21.353>put <00:23:21.469>up <00:23:21.586>for <00:23:21.703>you, <00:23:21.820>evaluate <00:23:21.936>and <00:23:22.053>ship <00:23:22.169>the <00:23:22.286>changes <00:23:22.403>and <00:23:22.520>improvements.

00:23:24.630 --> 00:23:24.640 align:start position:0%
<00:23:24.630>ship <00:23:24.632>the <00:23:24.634>changes <00:23:24.636>and <00:23:24.639>improvements.

00:23:24.640 --> 00:23:27.190 align:start position:0%
<00:23:24.640>ship <00:23:24.747>the <00:23:24.855>changes <00:23:24.963>and <00:23:25.070>improvements. <00:23:25.178>Uh <00:23:25.286>I <00:23:25.393>can <00:23:25.501>now <00:23:25.609>take <00:23:25.716>questions <00:23:25.824>if <00:23:25.932>you <00:23:26.040>have

00:23:27.190 --> 00:23:27.200 align:start position:0%
<00:23:27.190>Uh <00:23:27.191>I <00:23:27.192>can <00:23:27.193>now <00:23:27.194>take <00:23:27.195>questions <00:23:27.196>if <00:23:27.197>you <00:23:27.199>have

00:23:27.200 --> 00:23:30.950 align:start position:0%
<00:23:27.200>Uh <00:23:27.355>I <00:23:27.511>can <00:23:27.666>now <00:23:27.822>take <00:23:27.977>questions <00:23:28.133>if <00:23:28.288>you <00:23:28.444>have <00:23:28.600>any.

00:23:30.960 --> 00:23:34.151 align:start position:0%
<00:23:30.960>Yes. <00:23:31.426>Thank <00:23:31.893>you, <00:23:32.360>Adrian.

00:23:34.151 --> 00:23:34.161 align:start position:0%
<00:23:34.151>Yes. <00:23:34.154>Thank <00:23:34.157>you, <00:23:34.160>Adrian.

00:23:34.161 --> 00:23:36.870 align:start position:0%
<00:23:34.161>Yes. <00:23:34.511>Thank <00:23:34.861>you, <00:23:35.211>Adrian. <00:23:35.561>[applause]

00:23:36.880 --> 00:23:41.830 align:start position:0%
<00:23:36.880>&gt;&gt; <00:23:37.080>Do <00:23:37.280>we <00:23:37.480>have <00:23:37.680>some <00:23:37.880>questions <00:23:38.080>to <00:23:38.280>Adwin?

00:23:41.840 --> 00:23:44.310 align:start position:0%
<00:23:41.840>&gt;&gt; <00:23:42.014>Uh, <00:23:42.189>sorry. <00:23:42.365>I <00:23:42.540>can <00:23:42.715>give <00:23:42.889>you <00:23:43.064>a <00:23:43.240>microphone.

00:23:44.310 --> 00:23:44.320 align:start position:0%
<00:23:44.310>&gt;&gt; <00:23:44.311>Uh, <00:23:44.312>sorry. <00:23:44.313>I <00:23:44.314>can <00:23:44.315>give <00:23:44.316>you <00:23:44.317>a <00:23:44.319>microphone.

00:23:44.320 --> 00:23:45.909 align:start position:0%
<00:23:44.320>&gt;&gt; <00:23:44.407>Uh, <00:23:44.495>sorry. <00:23:44.582>I <00:23:44.669>can <00:23:44.757>give <00:23:44.845>you <00:23:44.932>a <00:23:45.020>microphone. <00:23:45.107>&gt;&gt; <00:23:45.195>Could <00:23:45.282>you <00:23:45.370>please <00:23:45.457>display <00:23:45.544>the <00:23:45.632>audit <00:23:45.720>page

00:23:45.909 --> 00:23:45.919 align:start position:0%
<00:23:45.909>&gt;&gt; <00:23:45.910>Could <00:23:45.911>you <00:23:45.912>please <00:23:45.914>display <00:23:45.915>the <00:23:45.916>audit <00:23:45.918>page

00:23:45.919 --> 00:23:46.470 align:start position:0%
<00:23:45.919>&gt;&gt; <00:23:45.980>Could <00:23:46.042>you <00:23:46.104>please <00:23:46.166>display <00:23:46.228>the <00:23:46.290>audit <00:23:46.352>page <00:23:46.414>again?

00:23:46.470 --> 00:23:46.480 align:start position:0%
again?

00:23:46.480 --> 00:23:47.190 align:start position:0%
<00:23:46.480>again? <00:23:46.693>&gt;&gt; <00:23:46.906>The <00:23:47.119>audit?

00:23:47.190 --> 00:23:47.200 align:start position:0%
<00:23:47.190>&gt;&gt; <00:23:47.194>The <00:23:47.199>audit?

00:23:47.200 --> 00:23:47.590 align:start position:0%
<00:23:47.200>&gt;&gt; <00:23:47.270>The <00:23:47.340>audit? <00:23:47.410>&gt;&gt; <00:23:47.480>The <00:23:47.551>audit?

00:23:47.590 --> 00:23:47.600 align:start position:0%
<00:23:47.590>&gt;&gt; <00:23:47.594>The <00:23:47.599>audit?

00:23:47.600 --> 00:23:50.870 align:start position:0%
<00:23:47.600>&gt;&gt; <00:23:47.833>The <00:23:48.066>audit? <00:23:48.300>&gt;&gt; <00:23:48.533>Yes, <00:23:48.766>of <00:23:49.000>course.

00:23:50.870 --> 00:23:50.880 align:start position:0%
<00:23:50.870>&gt;&gt; <00:23:50.873>Yes, <00:23:50.876>of <00:23:50.879>course.

00:23:50.880 --> 00:24:04.149 align:start position:0%
<00:23:50.880>&gt;&gt; <00:23:51.080>Yes, <00:23:51.280>of <00:23:51.480>course. <00:23:51.680>&gt;&gt; <00:23:51.880>Here <00:23:52.080>you <00:23:52.280>go.

00:24:04.159 --> 00:24:05.669 align:start position:0%
<00:24:04.159>Don't <00:24:04.385>worry <00:24:04.612>if <00:24:04.838>you <00:24:05.065>don't <00:24:05.291>have <00:24:05.518>questions.

00:24:05.669 --> 00:24:05.679 align:start position:0%
<00:24:05.669>Don't <00:24:05.670>worry <00:24:05.672>if <00:24:05.673>you <00:24:05.675>don't <00:24:05.676>have <00:24:05.678>questions.

00:24:05.679 --> 00:24:08.149 align:start position:0%
<00:24:05.679>Don't <00:24:05.795>worry <00:24:05.912>if <00:24:06.029>you <00:24:06.145>don't <00:24:06.262>have <00:24:06.379>questions. <00:24:06.495>I <00:24:06.612>have <00:24:06.729>prepared <00:24:06.845>questions <00:24:06.962>for <00:24:07.079>myself.

00:24:08.149 --> 00:24:08.159 align:start position:0%
<00:24:08.149>I <00:24:08.150>have <00:24:08.152>prepared <00:24:08.154>questions <00:24:08.156>for <00:24:08.158>myself.

00:24:08.159 --> 00:24:08.630 align:start position:0%
<00:24:08.159>I <00:24:08.219>have <00:24:08.280>prepared <00:24:08.340>questions <00:24:08.401>for <00:24:08.461>myself. <00:24:08.522>&gt;&gt; <00:24:08.582>Yes.

00:24:08.630 --> 00:24:08.640 align:start position:0%
<00:24:08.630>&gt;&gt; <00:24:08.639>Yes.

00:24:08.640 --> 00:24:10.630 align:start position:0%
<00:24:08.640>&gt;&gt; <00:24:09.106>Yes. <00:24:09.573>&gt;&gt; <00:24:10.040>Yes.

00:24:10.630 --> 00:24:10.640 align:start position:0%
<00:24:10.630>&gt;&gt; <00:24:10.639>Yes.

00:24:10.640 --> 00:24:12.710 align:start position:0%
<00:24:10.640>&gt;&gt; <00:24:10.815>Yes. <00:24:10.990>&gt;&gt; <00:24:11.165>Um, <00:24:11.340>so <00:24:11.515>we <00:24:11.690>publish <00:24:11.865>our <00:24:12.040>documentation

00:24:12.710 --> 00:24:12.720 align:start position:0%
<00:24:12.710>&gt;&gt; <00:24:12.711>Um, <00:24:12.713>so <00:24:12.714>we <00:24:12.716>publish <00:24:12.717>our <00:24:12.719>documentation

00:24:12.720 --> 00:24:14.630 align:start position:0%
<00:24:12.720>&gt;&gt; <00:24:12.827>Um, <00:24:12.935>so <00:24:13.043>we <00:24:13.150>publish <00:24:13.258>our <00:24:13.366>documentation <00:24:13.473>internally <00:24:13.581>on <00:24:13.689>notion <00:24:13.796>for <00:24:13.904>example. <00:24:14.012>So <00:24:14.120>of

00:24:14.630 --> 00:24:14.640 align:start position:0%
<00:24:14.630>internally <00:24:14.631>on <00:24:14.633>notion <00:24:14.634>for <00:24:14.636>example. <00:24:14.637>So <00:24:14.639>of

00:24:14.640 --> 00:24:16.070 align:start position:0%
<00:24:14.640>internally <00:24:14.739>on <00:24:14.838>notion <00:24:14.937>for <00:24:15.036>example. <00:24:15.135>So <00:24:15.234>of <00:24:15.333>course <00:24:15.432>we <00:24:15.531>don't <00:24:15.629>have <00:24:15.729>access <00:24:15.828>to <00:24:15.927>HTML

00:24:16.070 --> 00:24:16.080 align:start position:0%
<00:24:16.070>course <00:24:16.071>we <00:24:16.072>don't <00:24:16.074>have <00:24:16.076>access <00:24:16.077>to <00:24:16.079>HTML

00:24:16.080 --> 00:24:18.950 align:start position:0%
<00:24:16.080>course <00:24:16.173>we <00:24:16.266>don't <00:24:16.360>have <00:24:16.453>access <00:24:16.546>to <00:24:16.639>HTML <00:24:16.733>tags. <00:24:16.826>uh <00:24:16.919>is <00:24:17.013>it <00:24:17.106>enough <00:24:17.199>to <00:24:17.293>just <00:24:17.386>format <00:24:17.480>it

00:24:18.950 --> 00:24:18.960 align:start position:0%
<00:24:18.950>tags. <00:24:18.951>uh <00:24:18.952>is <00:24:18.953>it <00:24:18.954>enough <00:24:18.955>to <00:24:18.956>just <00:24:18.957>format <00:24:18.959>it

00:24:18.960 --> 00:24:21.190 align:start position:0%
<00:24:18.960>tags. <00:24:19.060>uh <00:24:19.160>is <00:24:19.260>it <00:24:19.360>enough <00:24:19.460>to <00:24:19.560>just <00:24:19.660>format <00:24:19.760>it <00:24:19.860>with <00:24:19.960>like <00:24:20.060>headings <00:24:20.160>accordingly <00:24:20.260>or <00:24:20.360>is

00:24:21.190 --> 00:24:21.200 align:start position:0%
<00:24:21.190>with <00:24:21.191>like <00:24:21.193>headings <00:24:21.195>accordingly <00:24:21.197>or <00:24:21.199>is

00:24:21.200 --> 00:24:23.110 align:start position:0%
<00:24:21.200>with <00:24:21.300>like <00:24:21.400>headings <00:24:21.500>accordingly <00:24:21.600>or <00:24:21.700>is <00:24:21.800>there <00:24:21.900>any <00:24:22.000>other <00:24:22.100>tricks <00:24:22.200>for <00:24:22.300>the <00:24:22.400>AI <00:24:22.500>to <00:24:22.600>be

00:24:23.110 --> 00:24:23.120 align:start position:0%
<00:24:23.110>there <00:24:23.111>any <00:24:23.112>other <00:24:23.113>tricks <00:24:23.114>for <00:24:23.115>the <00:24:23.116>AI <00:24:23.117>to <00:24:23.119>be

00:24:23.120 --> 00:24:24.390 align:start position:0%
<00:24:23.120>there <00:24:23.201>any <00:24:23.283>other <00:24:23.364>tricks <00:24:23.446>for <00:24:23.528>the <00:24:23.609>AI <00:24:23.691>to <00:24:23.773>be <00:24:23.854>better <00:24:23.936>at <00:24:24.018>reading <00:24:24.099>for <00:24:24.181>example <00:24:24.263>notion

00:24:24.390 --> 00:24:24.400 align:start position:0%
<00:24:24.390>better <00:24:24.391>at <00:24:24.393>reading <00:24:24.395>for <00:24:24.397>example <00:24:24.399>notion

00:24:24.400 --> 00:24:27.830 align:start position:0%
<00:24:24.400>better <00:24:24.507>at <00:24:24.615>reading <00:24:24.723>for <00:24:24.830>example <00:24:24.938>notion <00:24:25.046>docs <00:24:25.153>or <00:24:25.261>confluence <00:24:25.369>pages? <00:24:25.476>Uh <00:24:25.584>yeah <00:24:25.692>so <00:24:25.800>uh

00:24:27.830 --> 00:24:27.840 align:start position:0%
<00:24:27.830>docs <00:24:27.831>or <00:24:27.832>confluence <00:24:27.833>pages? <00:24:27.835>Uh <00:24:27.836>yeah <00:24:27.837>so <00:24:27.839>uh

00:24:27.840 --> 00:24:29.510 align:start position:0%
<00:24:27.840>docs <00:24:27.939>or <00:24:28.040>confluence <00:24:28.139>pages? <00:24:28.240>Uh <00:24:28.340>yeah <00:24:28.439>so <00:24:28.540>uh <00:24:28.639>this <00:24:28.740>talk <00:24:28.840>was <00:24:28.939>mostly <00:24:29.040>about <00:24:29.139>web- <00:24:29.240>based

00:24:29.510 --> 00:24:29.520 align:start position:0%
<00:24:29.510>this <00:24:29.511>talk <00:24:29.513>was <00:24:29.514>mostly <00:24:29.516>about <00:24:29.517>web- <00:24:29.519>based

00:24:29.520 --> 00:24:31.510 align:start position:0%
<00:24:29.520>this <00:24:29.647>talk <00:24:29.774>was <00:24:29.901>mostly <00:24:30.029>about <00:24:30.156>web- <00:24:30.283>based <00:24:30.410>documentation <00:24:30.538>so <00:24:30.665>HTML <00:24:30.792>but <00:24:30.920>obviously

00:24:31.510 --> 00:24:31.520 align:start position:0%
<00:24:31.510>documentation <00:24:31.512>so <00:24:31.514>HTML <00:24:31.516>but <00:24:31.519>obviously

00:24:31.520 --> 00:24:33.510 align:start position:0%
<00:24:31.520>documentation <00:24:31.647>so <00:24:31.774>HTML <00:24:31.901>but <00:24:32.029>obviously <00:24:32.156>there's <00:24:32.283>other <00:24:32.410>formats <00:24:32.538>that <00:24:32.665>an <00:24:32.792>AI <00:24:32.920>agent

00:24:33.510 --> 00:24:33.520 align:start position:0%
<00:24:33.510>there's <00:24:33.511>other <00:24:33.513>formats <00:24:33.514>that <00:24:33.516>an <00:24:33.517>AI <00:24:33.519>agent

00:24:33.520 --> 00:24:35.110 align:start position:0%
<00:24:33.520>there's <00:24:33.620>other <00:24:33.720>formats <00:24:33.820>that <00:24:33.920>an <00:24:34.020>AI <00:24:34.120>agent <00:24:34.220>aderes <00:24:34.320>to <00:24:34.420>for <00:24:34.520>example <00:24:34.620>one <00:24:34.720>of <00:24:34.820>those <00:24:34.920>is

00:24:35.110 --> 00:24:35.120 align:start position:0%
<00:24:35.110>aderes <00:24:35.111>to <00:24:35.112>for <00:24:35.113>example <00:24:35.115>one <00:24:35.116>of <00:24:35.117>those <00:24:35.119>is

00:24:35.120 --> 00:24:38.070 align:start position:0%
<00:24:35.120>aderes <00:24:35.213>to <00:24:35.306>for <00:24:35.399>example <00:24:35.493>one <00:24:35.586>of <00:24:35.679>those <00:24:35.773>is <00:24:35.866>markdown <00:24:35.959>and <00:24:36.053>that <00:24:36.146>would <00:24:36.239>also <00:24:36.333>be <00:24:36.426>a <00:24:36.520>great

00:24:38.070 --> 00:24:38.080 align:start position:0%
<00:24:38.070>markdown <00:24:38.071>and <00:24:38.072>that <00:24:38.073>would <00:24:38.075>also <00:24:38.076>be <00:24:38.077>a <00:24:38.079>great

00:24:38.080 --> 00:24:39.750 align:start position:0%
<00:24:38.080>markdown <00:24:38.187>and <00:24:38.295>that <00:24:38.403>would <00:24:38.510>also <00:24:38.618>be <00:24:38.726>a <00:24:38.833>great <00:24:38.941>way <00:24:39.049>to <00:24:39.156>structure <00:24:39.264>your <00:24:39.372>documentation <00:24:39.480>so

00:24:39.750 --> 00:24:39.760 align:start position:0%
<00:24:39.750>way <00:24:39.751>to <00:24:39.753>structure <00:24:39.755>your <00:24:39.757>documentation <00:24:39.759>so

00:24:39.760 --> 00:24:41.830 align:start position:0%
<00:24:39.760>way <00:24:39.867>to <00:24:39.975>structure <00:24:40.083>your <00:24:40.190>documentation <00:24:40.298>so <00:24:40.406>yes <00:24:40.513>uh <00:24:40.621>the <00:24:40.729>structure <00:24:40.836>should <00:24:40.944>be <00:24:41.052>enough <00:24:41.160>in

00:24:41.830 --> 00:24:41.840 align:start position:0%
<00:24:41.830>yes <00:24:41.831>uh <00:24:41.832>the <00:24:41.833>structure <00:24:41.835>should <00:24:41.836>be <00:24:41.837>enough <00:24:41.839>in

00:24:41.840 --> 00:24:44.310 align:start position:0%
<00:24:41.840>yes <00:24:41.939>uh <00:24:42.040>the <00:24:42.139>structure <00:24:42.240>should <00:24:42.340>be <00:24:42.439>enough <00:24:42.540>in <00:24:42.639>those <00:24:42.740>cases <00:24:42.840>but <00:24:42.939>again <00:24:43.040>tools <00:24:43.139>like <00:24:43.240>for

00:24:44.310 --> 00:24:44.320 align:start position:0%
<00:24:44.310>those <00:24:44.311>cases <00:24:44.312>but <00:24:44.314>again <00:24:44.316>tools <00:24:44.317>like <00:24:44.319>for

00:24:44.320 --> 00:24:47.029 align:start position:0%
<00:24:44.320>those <00:24:44.436>cases <00:24:44.553>but <00:24:44.669>again <00:24:44.786>tools <00:24:44.903>like <00:24:45.020>for <00:24:45.136>example <00:24:45.253>webmc <00:24:45.370>are <00:24:45.486>only <00:24:45.603>available <00:24:45.720>to

00:24:47.029 --> 00:24:47.039 align:start position:0%
<00:24:47.029>example <00:24:47.030>webmc <00:24:47.032>are <00:24:47.034>only <00:24:47.036>available <00:24:47.038>to

00:24:47.039 --> 00:24:48.950 align:start position:0%
<00:24:47.039>example <00:24:47.179>webmc <00:24:47.319>are <00:24:47.459>only <00:24:47.599>available <00:24:47.739>to <00:24:47.879>browser <00:24:48.019>based <00:24:48.158>uh <00:24:48.299>documentation <00:24:48.439>and

00:24:48.950 --> 00:24:48.960 align:start position:0%
<00:24:48.950>browser <00:24:48.952>based <00:24:48.954>uh <00:24:48.956>documentation <00:24:48.959>and

00:24:48.960 --> 00:24:51.830 align:start position:0%
<00:24:48.960>browser <00:24:49.135>based <00:24:49.310>uh <00:24:49.485>documentation <00:24:49.660>and <00:24:49.835>browser <00:24:50.010>based <00:24:50.185>uh <00:24:50.360>search

00:24:51.830 --> 00:24:51.840 align:start position:0%
<00:24:51.830>browser <00:24:51.832>based <00:24:51.836>uh <00:24:51.839>search

00:24:51.840 --> 00:24:53.590 align:start position:0%
<00:24:51.840>browser <00:24:51.956>based <00:24:52.073>uh <00:24:52.189>search <00:24:52.306>&gt;&gt; <00:24:52.423>goes <00:24:52.540>maybe <00:24:52.656>a <00:24:52.773>little <00:24:52.889>bit <00:24:53.006>in <00:24:53.123>the <00:24:53.240>same

00:24:53.590 --> 00:24:53.600 align:start position:0%
<00:24:53.590>&gt;&gt; <00:24:53.591>goes <00:24:53.592>maybe <00:24:53.593>a <00:24:53.594>little <00:24:53.595>bit <00:24:53.596>in <00:24:53.597>the <00:24:53.599>same

00:24:53.600 --> 00:24:55.350 align:start position:0%
<00:24:53.600>&gt;&gt; <00:24:53.693>goes <00:24:53.786>maybe <00:24:53.879>a <00:24:53.973>little <00:24:54.066>bit <00:24:54.159>in <00:24:54.253>the <00:24:54.346>same <00:24:54.439>direction <00:24:54.533>but <00:24:54.626>how <00:24:54.719>can <00:24:54.813>I <00:24:54.906>control <00:24:55.000>what

00:24:55.350 --> 00:24:55.360 align:start position:0%
<00:24:55.350>direction <00:24:55.351>but <00:24:55.352>how <00:24:55.354>can <00:24:55.356>I <00:24:55.357>control <00:24:55.359>what

00:24:55.360 --> 00:24:57.750 align:start position:0%
<00:24:55.360>direction <00:24:55.467>but <00:24:55.575>how <00:24:55.683>can <00:24:55.790>I <00:24:55.898>control <00:24:56.006>what <00:24:56.113>would <00:24:56.221>be <00:24:56.329>the <00:24:56.436>minimum <00:24:56.544>section <00:24:56.652>LLM <00:24:56.760>will

00:24:57.750 --> 00:24:57.760 align:start position:0%
<00:24:57.750>would <00:24:57.751>be <00:24:57.753>the <00:24:57.754>minimum <00:24:57.756>section <00:24:57.757>LLM <00:24:57.759>will

00:24:57.760 --> 00:24:58.950 align:start position:0%
<00:24:57.760>would <00:24:57.913>be <00:24:58.066>the <00:24:58.219>minimum <00:24:58.372>section <00:24:58.525>LLM <00:24:58.678>will <00:24:58.831>read.

00:24:58.950 --> 00:24:58.960 align:start position:0%
read.

00:24:58.960 --> 00:25:05.830 align:start position:0%
<00:24:58.960>read. <00:24:59.115>&gt;&gt; <00:24:59.271>Uh <00:24:59.426>you <00:24:59.582>can't <00:24:59.737>uh <00:24:59.893>simply <00:25:00.048>enough <00:25:00.204>you <00:25:00.360>can't.

00:25:05.840 --> 00:25:09.269 align:start position:0%
<00:25:05.840>&gt;&gt; <00:25:06.040>Hi <00:25:06.240>um <00:25:06.439>did <00:25:06.639>you <00:25:06.840>experiment <00:25:07.040>with <00:25:07.240>anything

00:25:09.269 --> 00:25:09.279 align:start position:0%
<00:25:09.269>&gt;&gt; <00:25:09.270>Hi <00:25:09.271>um <00:25:09.272>did <00:25:09.274>you <00:25:09.275>experiment <00:25:09.276>with <00:25:09.278>anything

00:25:09.279 --> 00:25:11.750 align:start position:0%
<00:25:09.279>&gt;&gt; <00:25:09.379>Hi <00:25:09.479>um <00:25:09.579>did <00:25:09.679>you <00:25:09.779>experiment <00:25:09.879>with <00:25:09.979>anything <00:25:10.079>with <00:25:10.179>regards <00:25:10.279>to <00:25:10.379>let's <00:25:10.479>say <00:25:10.579>um <00:25:10.679>creating

00:25:11.750 --> 00:25:11.760 align:start position:0%
<00:25:11.750>with <00:25:11.751>regards <00:25:11.753>to <00:25:11.754>let's <00:25:11.756>say <00:25:11.757>um <00:25:11.759>creating

00:25:11.760 --> 00:25:15.590 align:start position:0%
<00:25:11.760>with <00:25:11.900>regards <00:25:12.040>to <00:25:12.180>let's <00:25:12.320>say <00:25:12.460>um <00:25:12.600>creating <00:25:12.740>maps <00:25:12.879>for <00:25:13.020>more <00:25:13.160>straightforward

00:25:15.590 --> 00:25:15.600 align:start position:0%
<00:25:15.590>maps <00:25:15.592>for <00:25:15.596>more <00:25:15.599>straightforward

00:25:15.600 --> 00:25:17.510 align:start position:0%
<00:25:15.600>maps <00:25:15.755>for <00:25:15.911>more <00:25:16.066>straightforward <00:25:16.222>um <00:25:16.377>access <00:25:16.533>of <00:25:16.688>different <00:25:16.844>parts <00:25:17.000>of

00:25:17.510 --> 00:25:17.520 align:start position:0%
<00:25:17.510>um <00:25:17.511>access <00:25:17.513>of <00:25:17.515>different <00:25:17.517>parts <00:25:17.519>of

00:25:17.520 --> 00:25:19.430 align:start position:0%
<00:25:17.520>um <00:25:17.647>access <00:25:17.774>of <00:25:17.901>different <00:25:18.029>parts <00:25:18.156>of <00:25:18.283>documentation. <00:25:18.410>So <00:25:18.538>for <00:25:18.665>example <00:25:18.792>you <00:25:18.920>know

00:25:19.430 --> 00:25:19.440 align:start position:0%
<00:25:19.430>documentation. <00:25:19.431>So <00:25:19.433>for <00:25:19.435>example <00:25:19.437>you <00:25:19.439>know

00:25:19.440 --> 00:25:21.590 align:start position:0%
<00:25:19.440>documentation. <00:25:19.547>So <00:25:19.655>for <00:25:19.763>example <00:25:19.870>you <00:25:19.978>know <00:25:20.086>we <00:25:20.193>have <00:25:20.301>domain <00:25:20.409>maps <00:25:20.516>and <00:25:20.624>so <00:25:20.732>on <00:25:20.840>within

00:25:21.590 --> 00:25:21.600 align:start position:0%
<00:25:21.590>we <00:25:21.591>have <00:25:21.592>domain <00:25:21.593>maps <00:25:21.595>and <00:25:21.596>so <00:25:21.597>on <00:25:21.599>within

00:25:21.600 --> 00:25:23.909 align:start position:0%
<00:25:21.600>we <00:25:21.716>have <00:25:21.833>domain <00:25:21.949>maps <00:25:22.066>and <00:25:22.183>so <00:25:22.300>on <00:25:22.416>within <00:25:22.533>documentation <00:25:22.649>structure <00:25:22.766>itself <00:25:22.883>and <00:25:23.000>if

00:25:23.909 --> 00:25:23.919 align:start position:0%
<00:25:23.909>documentation <00:25:23.911>structure <00:25:23.913>itself <00:25:23.915>and <00:25:23.918>if

00:25:23.919 --> 00:25:26.390 align:start position:0%
<00:25:23.919>documentation <00:25:24.059>structure <00:25:24.199>itself <00:25:24.339>and <00:25:24.479>if <00:25:24.619>yes <00:25:24.759>what <00:25:24.899>are <00:25:25.039>some <00:25:25.179>good <00:25:25.319>practices?

00:25:26.390 --> 00:25:26.400 align:start position:0%
<00:25:26.390>yes <00:25:26.391>what <00:25:26.393>are <00:25:26.395>some <00:25:26.397>good <00:25:26.399>practices?

00:25:26.400 --> 00:25:29.830 align:start position:0%
<00:25:26.400>yes <00:25:26.493>what <00:25:26.586>are <00:25:26.680>some <00:25:26.773>good <00:25:26.866>practices? <00:25:26.960>&gt;&gt; <00:25:27.053>Uh <00:25:27.146>so <00:25:27.240>yeah <00:25:27.333>uh <00:25:27.426>we <00:25:27.520>did <00:25:27.613>experiment <00:25:27.706>uh <00:25:27.800>but

00:25:29.830 --> 00:25:29.840 align:start position:0%
<00:25:29.830>&gt;&gt; <00:25:29.831>Uh <00:25:29.831>so <00:25:29.832>yeah <00:25:29.833>uh <00:25:29.835>we <00:25:29.836>did <00:25:29.837>experiment <00:25:29.838>uh <00:25:29.839>but

00:25:29.840 --> 00:25:33.510 align:start position:0%
<00:25:29.840>&gt;&gt; <00:25:29.933>Uh <00:25:30.026>so <00:25:30.120>yeah <00:25:30.213>uh <00:25:30.306>we <00:25:30.399>did <00:25:30.493>experiment <00:25:30.586>uh <00:25:30.679>but <00:25:30.773>mostly <00:25:30.866>with <00:25:30.959>llm.txt <00:25:31.053>because <00:25:31.146>llm.txt <00:25:31.240>sort

00:25:33.510 --> 00:25:33.520 align:start position:0%
<00:25:33.510>mostly <00:25:33.511>with <00:25:33.513>llm.txt <00:25:33.515>because <00:25:33.517>llm.txt <00:25:33.519>sort

00:25:33.520 --> 00:25:35.510 align:start position:0%
<00:25:33.520>mostly <00:25:33.627>with <00:25:33.735>llm.txt <00:25:33.843>because <00:25:33.950>llm.txt <00:25:34.058>sort <00:25:34.166>of <00:25:34.273>already <00:25:34.381>does <00:25:34.489>what <00:25:34.596>you <00:25:34.704>have <00:25:34.812>uh <00:25:34.920>just

00:25:35.510 --> 00:25:35.520 align:start position:0%
<00:25:35.510>of <00:25:35.511>already <00:25:35.512>does <00:25:35.513>what <00:25:35.515>you <00:25:35.516>have <00:25:35.517>uh <00:25:35.519>just

00:25:35.520 --> 00:25:37.830 align:start position:0%
<00:25:35.520>of <00:25:35.613>already <00:25:35.706>does <00:25:35.800>what <00:25:35.893>you <00:25:35.986>have <00:25:36.080>uh <00:25:36.173>just <00:25:36.266>said <00:25:36.360>it <00:25:36.453>provides <00:25:36.546>sort <00:25:36.639>of <00:25:36.733>a <00:25:36.826>map <00:25:36.920>of

00:25:37.830 --> 00:25:37.840 align:start position:0%
<00:25:37.830>said <00:25:37.831>it <00:25:37.832>provides <00:25:37.833>sort <00:25:37.835>of <00:25:37.836>a <00:25:37.837>map <00:25:37.839>of

00:25:37.840 --> 00:25:40.230 align:start position:0%
<00:25:37.840>said <00:25:37.939>it <00:25:38.040>provides <00:25:38.139>sort <00:25:38.240>of <00:25:38.340>a <00:25:38.439>map <00:25:38.540>of <00:25:38.639>structure <00:25:38.740>of <00:25:38.840>the <00:25:38.939>page <00:25:39.040>to <00:25:39.139>the <00:25:39.240>LLM

00:25:40.230 --> 00:25:40.240 align:start position:0%
<00:25:40.230>structure <00:25:40.231>of <00:25:40.233>the <00:25:40.234>page <00:25:40.236>to <00:25:40.237>the <00:25:40.239>LLM

00:25:40.240 --> 00:25:42.390 align:start position:0%
<00:25:40.240>structure <00:25:40.367>of <00:25:40.494>the <00:25:40.621>page <00:25:40.749>to <00:25:40.876>the <00:25:41.003>LLM <00:25:41.130>especially <00:25:41.258>if <00:25:41.385>accompanied <00:25:41.512>by <00:25:41.640>LLM's

00:25:42.390 --> 00:25:42.400 align:start position:0%
<00:25:42.390>especially <00:25:42.392>if <00:25:42.394>accompanied <00:25:42.396>by <00:25:42.399>LLM's

00:25:42.400 --> 00:25:44.789 align:start position:0%
<00:25:42.400>especially <00:25:42.540>if <00:25:42.680>accompanied <00:25:42.820>by <00:25:42.960>LLM's <00:25:43.100>full.txt <00:25:43.240>which <00:25:43.380>then <00:25:43.520>gives <00:25:43.660>even <00:25:43.800>more

00:25:44.789 --> 00:25:44.799 align:start position:0%
<00:25:44.789>full.txt <00:25:44.790>which <00:25:44.792>then <00:25:44.794>gives <00:25:44.796>even <00:25:44.798>more

00:25:44.799 --> 00:25:46.710 align:start position:0%
<00:25:44.799>full.txt <00:25:44.926>which <00:25:45.053>then <00:25:45.180>gives <00:25:45.308>even <00:25:45.435>more <00:25:45.562>context <00:25:45.689>to <00:25:45.817>the <00:25:45.944>individual <00:25:46.071>sections <00:25:46.199>and

00:25:46.710 --> 00:25:46.720 align:start position:0%
<00:25:46.710>context <00:25:46.711>to <00:25:46.713>the <00:25:46.715>individual <00:25:46.717>sections <00:25:46.719>and

00:25:46.720 --> 00:25:50.630 align:start position:0%
<00:25:46.720>context <00:25:46.875>to <00:25:47.031>the <00:25:47.186>individual <00:25:47.342>sections <00:25:47.497>and <00:25:47.653>how <00:25:47.808>they <00:25:47.964>are <00:25:48.120>linked.

00:25:50.640 --> 00:25:52.390 align:start position:0%
<00:25:50.640>I <00:25:50.873>have <00:25:51.106>a <00:25:51.340>question <00:25:51.573>about <00:25:51.806>taking <00:25:52.040>the

00:25:52.390 --> 00:25:52.400 align:start position:0%
<00:25:52.390>I <00:25:52.391>have <00:25:52.393>a <00:25:52.394>question <00:25:52.396>about <00:25:52.397>taking <00:25:52.399>the

00:25:52.400 --> 00:25:53.830 align:start position:0%
<00:25:52.400>I <00:25:52.517>have <00:25:52.634>a <00:25:52.751>question <00:25:52.868>about <00:25:52.985>taking <00:25:53.102>the <00:25:53.219>screenshots <00:25:53.336>of <00:25:53.453>the <00:25:53.570>website <00:25:53.687>and

00:25:53.830 --> 00:25:53.840 align:start position:0%
<00:25:53.830>screenshots <00:25:53.832>of <00:25:53.834>the <00:25:53.836>website <00:25:53.839>and

00:25:53.840 --> 00:25:57.110 align:start position:0%
<00:25:53.840>screenshots <00:25:53.967>of <00:25:54.094>the <00:25:54.221>website <00:25:54.349>and <00:25:54.476>processing <00:25:54.603>them <00:25:54.730>through <00:25:54.858>AI. <00:25:54.985>How <00:25:55.112>what <00:25:55.240>do

00:25:57.110 --> 00:25:57.120 align:start position:0%
<00:25:57.110>processing <00:25:57.111>them <00:25:57.112>through <00:25:57.114>AI. <00:25:57.116>How <00:25:57.117>what <00:25:57.119>do

00:25:57.120 --> 00:26:00.070 align:start position:0%
<00:25:57.120>processing <00:25:57.227>them <00:25:57.335>through <00:25:57.443>AI. <00:25:57.550>How <00:25:57.658>what <00:25:57.766>do <00:25:57.873>you <00:25:57.981>recommend <00:25:58.089>how <00:25:58.196>to <00:25:58.304>start <00:25:58.412>uh <00:25:58.520>performing

00:26:00.070 --> 00:26:00.080 align:start position:0%
<00:26:00.070>you <00:26:00.071>recommend <00:26:00.072>how <00:26:00.074>to <00:26:00.076>start <00:26:00.077>uh <00:26:00.079>performing

00:26:00.080 --> 00:26:03.269 align:start position:0%
<00:26:00.080>you <00:26:00.207>recommend <00:26:00.334>how <00:26:00.461>to <00:26:00.589>start <00:26:00.716>uh <00:26:00.843>performing <00:26:00.970>this <00:26:01.098>those <00:26:01.225>type <00:26:01.352>of <00:26:01.480>analysis?

00:26:03.269 --> 00:26:03.279 align:start position:0%
<00:26:03.269>this <00:26:03.271>those <00:26:03.273>type <00:26:03.275>of <00:26:03.278>analysis?

00:26:03.279 --> 00:26:05.830 align:start position:0%
<00:26:03.279>this <00:26:03.395>those <00:26:03.512>type <00:26:03.629>of <00:26:03.745>analysis? <00:26:03.862>&gt;&gt; <00:26:03.979>Uh <00:26:04.095>you <00:26:04.212>mean <00:26:04.329>as <00:26:04.445>a <00:26:04.562>documentation <00:26:04.679>writer

00:26:05.830 --> 00:26:05.840 align:start position:0%
<00:26:05.830>&gt;&gt; <00:26:05.831>Uh <00:26:05.832>you <00:26:05.833>mean <00:26:05.835>as <00:26:05.836>a <00:26:05.837>documentation <00:26:05.839>writer

00:26:05.840 --> 00:26:08.149 align:start position:0%
<00:26:05.840>&gt;&gt; <00:26:05.927>Uh <00:26:06.014>you <00:26:06.102>mean <00:26:06.189>as <00:26:06.277>a <00:26:06.365>documentation <00:26:06.452>writer <00:26:06.540>how <00:26:06.627>would <00:26:06.715>you <00:26:06.802>uh <00:26:06.889>do <00:26:06.977>some <00:26:07.064>sort <00:26:07.152>of <00:26:07.240>check

00:26:08.149 --> 00:26:08.159 align:start position:0%
<00:26:08.149>how <00:26:08.150>would <00:26:08.151>you <00:26:08.152>uh <00:26:08.153>do <00:26:08.154>some <00:26:08.155>sort <00:26:08.156>of <00:26:08.158>check

00:26:08.159 --> 00:26:09.990 align:start position:0%
<00:26:08.159>how <00:26:08.299>would <00:26:08.439>you <00:26:08.579>uh <00:26:08.719>do <00:26:08.859>some <00:26:08.999>sort <00:26:09.139>of <00:26:09.279>check <00:26:09.419>regarding <00:26:09.559>screenshots?

00:26:09.990 --> 00:26:10.000 align:start position:0%
<00:26:09.990>regarding <00:26:09.999>screenshots?

00:26:10.000 --> 00:26:11.990 align:start position:0%
<00:26:10.000>regarding <00:26:10.175>screenshots? <00:26:10.350>&gt;&gt; <00:26:10.525>Actually <00:26:10.700>how <00:26:10.875>to <00:26:11.050>capture <00:26:11.225>the <00:26:11.400>screenshot

00:26:11.990 --> 00:26:12.000 align:start position:0%
<00:26:11.990>&gt;&gt; <00:26:11.991>Actually <00:26:11.993>how <00:26:11.994>to <00:26:11.996>capture <00:26:11.997>the <00:26:11.999>screenshot

00:26:12.000 --> 00:26:14.310 align:start position:0%
<00:26:12.000>&gt;&gt; <00:26:12.100>Actually <00:26:12.200>how <00:26:12.300>to <00:26:12.400>capture <00:26:12.500>the <00:26:12.600>screenshot <00:26:12.700>of <00:26:12.800>the <00:26:12.900>website <00:26:13.000>and <00:26:13.100>process <00:26:13.200>it <00:26:13.300>through <00:26:13.400>AI

00:26:14.310 --> 00:26:14.320 align:start position:0%
<00:26:14.310>of <00:26:14.311>the <00:26:14.312>website <00:26:14.313>and <00:26:14.315>process <00:26:14.316>it <00:26:14.317>through <00:26:14.319>AI

00:26:14.320 --> 00:26:17.269 align:start position:0%
<00:26:14.320>of <00:26:14.407>the <00:26:14.495>website <00:26:14.582>and <00:26:14.669>process <00:26:14.757>it <00:26:14.845>through <00:26:14.932>AI <00:26:15.020>and <00:26:15.107>provide <00:26:15.195>it <00:26:15.282>as <00:26:15.370>a <00:26:15.457>knowledge <00:26:15.544>to <00:26:15.632>AI. <00:26:15.720>Uh

00:26:17.269 --> 00:26:17.279 align:start position:0%
<00:26:17.269>and <00:26:17.270>provide <00:26:17.271>it <00:26:17.272>as <00:26:17.273>a <00:26:17.274>knowledge <00:26:17.275>to <00:26:17.276>AI. <00:26:17.278>Uh

00:26:17.279 --> 00:26:18.710 align:start position:0%
<00:26:17.279>and <00:26:17.364>provide <00:26:17.450>it <00:26:17.536>as <00:26:17.622>a <00:26:17.708>knowledge <00:26:17.794>to <00:26:17.880>AI. <00:26:17.965>Uh <00:26:18.051>okay <00:26:18.137>I <00:26:18.223>I <00:26:18.309>think <00:26:18.395>I <00:26:18.481>understand <00:26:18.566>your

00:26:18.710 --> 00:26:18.720 align:start position:0%
<00:26:18.710>okay <00:26:18.711>I <00:26:18.713>I <00:26:18.714>think <00:26:18.716>I <00:26:18.717>understand <00:26:18.719>your

00:26:18.720 --> 00:26:21.110 align:start position:0%
<00:26:18.720>okay <00:26:18.827>I <00:26:18.935>I <00:26:19.043>think <00:26:19.150>I <00:26:19.258>understand <00:26:19.366>your <00:26:19.473>question. <00:26:19.581>So <00:26:19.689>basically <00:26:19.796>what <00:26:19.904>uh <00:26:20.012>uh <00:26:20.120>the

00:26:21.110 --> 00:26:21.120 align:start position:0%
<00:26:21.110>question. <00:26:21.111>So <00:26:21.112>basically <00:26:21.114>what <00:26:21.116>uh <00:26:21.117>uh <00:26:21.119>the

00:26:21.120 --> 00:26:22.870 align:start position:0%
<00:26:21.120>question. <00:26:21.247>So <00:26:21.374>basically <00:26:21.501>what <00:26:21.629>uh <00:26:21.756>uh <00:26:21.883>the <00:26:22.010>Chrome <00:26:22.138>developer <00:26:22.265>blog <00:26:22.392>published <00:26:22.520>very

00:26:22.870 --> 00:26:22.880 align:start position:0%
<00:26:22.870>Chrome <00:26:22.872>developer <00:26:22.874>blog <00:26:22.876>published <00:26:22.879>very

00:26:22.880 --> 00:26:24.149 align:start position:0%
<00:26:22.880>Chrome <00:26:22.975>developer <00:26:23.070>blog <00:26:23.165>published <00:26:23.260>very <00:26:23.355>recently <00:26:23.451>I <00:26:23.546>think <00:26:23.641>it <00:26:23.736>was <00:26:23.831>two <00:26:23.926>or <00:26:24.022>three

00:26:24.149 --> 00:26:24.159 align:start position:0%
<00:26:24.149>recently <00:26:24.150>I <00:26:24.151>think <00:26:24.152>it <00:26:24.154>was <00:26:24.155>two <00:26:24.156>or <00:26:24.158>three

00:26:24.159 --> 00:26:26.230 align:start position:0%
<00:26:24.159>recently <00:26:24.252>I <00:26:24.345>think <00:26:24.439>it <00:26:24.532>was <00:26:24.625>two <00:26:24.719>or <00:26:24.812>three <00:26:24.905>months <00:26:24.999>ago <00:26:25.092>that <00:26:25.185>they <00:26:25.279>will <00:26:25.372>be <00:26:25.465>start <00:26:25.559>they

00:26:26.230 --> 00:26:26.240 align:start position:0%
<00:26:26.230>months <00:26:26.231>ago <00:26:26.232>that <00:26:26.233>they <00:26:26.235>will <00:26:26.236>be <00:26:26.237>start <00:26:26.239>they

00:26:26.240 --> 00:26:28.549 align:start position:0%
<00:26:26.240>months <00:26:26.347>ago <00:26:26.455>that <00:26:26.563>they <00:26:26.670>will <00:26:26.778>be <00:26:26.886>start <00:26:26.993>they <00:26:27.101>will <00:26:27.209>be <00:26:27.316>starting <00:26:27.424>to <00:26:27.532>support <00:26:27.640>automatic

00:26:28.549 --> 00:26:28.559 align:start position:0%
<00:26:28.549>will <00:26:28.550>be <00:26:28.552>starting <00:26:28.554>to <00:26:28.556>support <00:26:28.558>automatic

00:26:28.559 --> 00:26:30.470 align:start position:0%
<00:26:28.559>will <00:26:28.686>be <00:26:28.813>starting <00:26:28.940>to <00:26:29.068>support <00:26:29.195>automatic <00:26:29.322>screenshot <00:26:29.449>taken <00:26:29.577>in <00:26:29.704>Chrome <00:26:29.831>based <00:26:29.959>web

00:26:30.470 --> 00:26:30.480 align:start position:0%
<00:26:30.470>screenshot <00:26:30.471>taken <00:26:30.473>in <00:26:30.475>Chrome <00:26:30.477>based <00:26:30.479>web

00:26:30.480 --> 00:26:32.470 align:start position:0%
<00:26:30.480>screenshot <00:26:30.596>taken <00:26:30.713>in <00:26:30.830>Chrome <00:26:30.946>based <00:26:31.063>web <00:26:31.180>browsers <00:26:31.296>for <00:26:31.413>AIHS <00:26:31.530>that <00:26:31.646>are <00:26:31.763>reading <00:26:31.880>your

00:26:32.470 --> 00:26:32.480 align:start position:0%
<00:26:32.470>browsers <00:26:32.471>for <00:26:32.473>AIHS <00:26:32.474>that <00:26:32.476>are <00:26:32.477>reading <00:26:32.479>your

00:26:32.480 --> 00:26:35.430 align:start position:0%
<00:26:32.480>browsers <00:26:32.580>for <00:26:32.680>AIHS <00:26:32.780>that <00:26:32.880>are <00:26:32.980>reading <00:26:33.080>your <00:26:33.180>page. <00:26:33.280>So <00:26:33.380>from <00:26:33.480>your <00:26:33.580>end <00:26:33.680>you <00:26:33.780>don't <00:26:33.880>really

00:26:35.430 --> 00:26:35.440 align:start position:0%
<00:26:35.430>page. <00:26:35.431>So <00:26:35.432>from <00:26:35.433>your <00:26:35.435>end <00:26:35.436>you <00:26:35.437>don't <00:26:35.439>really

00:26:35.440 --> 00:26:36.950 align:start position:0%
<00:26:35.440>page. <00:26:35.553>So <00:26:35.666>from <00:26:35.779>your <00:26:35.893>end <00:26:36.006>you <00:26:36.119>don't <00:26:36.232>really <00:26:36.346>have <00:26:36.459>to <00:26:36.572>do <00:26:36.685>anything <00:26:36.799>there.

00:26:36.950 --> 00:26:36.960 align:start position:0%
<00:26:36.950>have <00:26:36.952>to <00:26:36.954>do <00:26:36.956>anything <00:26:36.959>there.

00:26:36.960 --> 00:26:41.909 align:start position:0%
<00:26:36.960>have <00:26:37.100>to <00:26:37.240>do <00:26:37.380>anything <00:26:37.520>there. <00:26:37.660>&gt;&gt; <00:26:37.800>Okay. <00:26:37.940>All <00:26:38.080>right. <00:26:38.220>Thank <00:26:38.360>you.

00:26:41.919 --> 00:26:45.990 align:start position:0%
<00:26:41.919>&gt;&gt; <00:26:42.119>Do <00:26:42.319>we <00:26:42.519>have <00:26:42.719>another <00:26:42.919>question <00:26:43.119>for <00:26:43.319>Edin?

00:26:45.990 --> 00:26:46.000 align:start position:0%
<00:26:45.990>&gt;&gt; <00:26:45.991>Do <00:26:45.992>we <00:26:45.993>have <00:26:45.995>another <00:26:45.996>question <00:26:45.997>for <00:26:45.999>Edin?

00:26:46.000 --> 00:26:50.710 align:start position:0%
<00:26:46.000>&gt;&gt; <00:26:46.087>Do <00:26:46.175>we <00:26:46.262>have <00:26:46.350>another <00:26:46.437>question <00:26:46.525>for <00:26:46.612>Edin? <00:26:46.700>If <00:26:46.787>no, <00:26:46.875>yes, <00:26:46.962>we <00:26:47.050>give <00:26:47.137>Edwin <00:26:47.225>some <00:26:47.312>round <00:26:47.400>for

00:26:50.710 --> 00:26:50.720 align:start position:0%
<00:26:50.710>If <00:26:50.711>no, <00:26:50.712>yes, <00:26:50.713>we <00:26:50.714>give <00:26:50.715>Edwin <00:26:50.716>some <00:26:50.717>round <00:26:50.719>for

00:26:50.720 --> 00:26:52.789 align:start position:0%
<00:26:50.720>If <00:26:50.820>no, <00:26:50.920>yes, <00:26:51.020>we <00:26:51.120>give <00:26:51.220>Edwin <00:26:51.320>some <00:26:51.420>round <00:26:51.520>for <00:26:51.620>applause. <00:26:51.720>Yeah, <00:26:51.820>thank <00:26:51.920>you <00:26:52.020>very <00:26:52.120>much

00:26:52.789 --> 00:26:52.799 align:start position:0%
<00:26:52.789>applause. <00:26:52.790>Yeah, <00:26:52.792>thank <00:26:52.794>you <00:26:52.796>very <00:26:52.798>much

00:26:52.799 --> 00:26:53.350 align:start position:0%
<00:26:52.799>applause. <00:26:52.881>Yeah, <00:26:52.964>thank <00:26:53.046>you <00:26:53.129>very <00:26:53.212>much <00:26:53.294>Edwin.

00:26:53.350 --> 00:26:53.360 align:start position:0%
Edwin.

00:26:53.360 --> 00:26:56.149 align:start position:0%
<00:26:53.360>Edwin. <00:26:53.500>&gt;&gt; <00:26:53.639>Thank <00:26:53.780>you. <00:26:53.919>And <00:26:54.060>uh <00:26:54.199>just <00:26:54.340>a <00:26:54.479>quick <00:26:54.620>note, <00:26:54.760>I

00:26:56.149 --> 00:26:56.159 align:start position:0%
<00:26:56.149>&gt;&gt; <00:26:56.149>Thank <00:26:56.150>you. <00:26:56.152>And <00:26:56.153>uh <00:26:56.154>just <00:26:56.155>a <00:26:56.156>quick <00:26:56.157>note, <00:26:56.158>I

00:26:56.159 --> 00:26:58.149 align:start position:0%
<00:26:56.159>&gt;&gt; <00:26:56.241>Thank <00:26:56.323>you. <00:26:56.406>And <00:26:56.488>uh <00:26:56.570>just <00:26:56.653>a <00:26:56.735>quick <00:26:56.817>note, <00:26:56.900>I <00:26:56.982>am <00:26:57.064>here <00:26:57.147>with <00:26:57.229>the <00:26:57.311>lovely <00:26:57.394>people <00:26:57.476>from <00:26:57.559>the

00:26:58.149 --> 00:26:58.159 align:start position:0%
<00:26:58.149>am <00:26:58.150>here <00:26:58.151>with <00:26:58.152>the <00:26:58.154>lovely <00:26:58.155>people <00:26:58.156>from <00:26:58.158>the

00:26:58.159 --> 00:27:00.230 align:start position:0%
<00:26:58.159>am <00:26:58.266>here <00:26:58.374>with <00:26:58.482>the <00:26:58.589>lovely <00:26:58.697>people <00:26:58.805>from <00:26:58.912>the <00:26:59.020>Nettocratia <00:26:59.128>portal <00:26:59.235>and <00:26:59.343>the <00:26:59.451>shift <00:26:59.559>portal

00:27:00.230 --> 00:27:00.240 align:start position:0%
<00:27:00.230>Nettocratia <00:27:00.231>portal <00:27:00.233>and <00:27:00.235>the <00:27:00.237>shift <00:27:00.239>portal

00:27:00.240 --> 00:27:02.549 align:start position:0%
<00:27:00.240>Nettocratia <00:27:00.347>portal <00:27:00.455>and <00:27:00.563>the <00:27:00.670>shift <00:27:00.778>portal <00:27:00.886>that <00:27:00.993>I <00:27:01.101>work <00:27:01.209>with. <00:27:01.316>Uh <00:27:01.424>they <00:27:01.532>bring <00:27:01.640>tech

00:27:02.549 --> 00:27:02.559 align:start position:0%
<00:27:02.549>that <00:27:02.550>I <00:27:02.551>work <00:27:02.552>with. <00:27:02.554>Uh <00:27:02.555>they <00:27:02.556>bring <00:27:02.558>tech

00:27:02.559 --> 00:27:04.710 align:start position:0%
<00:27:02.559>that <00:27:02.658>I <00:27:02.759>work <00:27:02.859>with. <00:27:02.959>Uh <00:27:03.059>they <00:27:03.158>bring <00:27:03.259>tech <00:27:03.359>news <00:27:03.459>and <00:27:03.559>you <00:27:03.658>should <00:27:03.759>join <00:27:03.859>their <00:27:03.959>WhatsApp

00:27:04.710 --> 00:27:04.720 align:start position:0%
<00:27:04.710>news <00:27:04.711>and <00:27:04.713>you <00:27:04.714>should <00:27:04.716>join <00:27:04.717>their <00:27:04.719>WhatsApp

00:27:04.720 --> 00:27:06.149 align:start position:0%
<00:27:04.720>news <00:27:04.811>and <00:27:04.903>you <00:27:04.995>should <00:27:05.087>join <00:27:05.179>their <00:27:05.271>WhatsApp <00:27:05.363>group <00:27:05.454>if <00:27:05.546>you <00:27:05.638>would <00:27:05.730>like <00:27:05.822>some <00:27:05.914>tech <00:27:06.006>news

00:27:06.149 --> 00:27:06.159 align:start position:0%
<00:27:06.149>group <00:27:06.150>if <00:27:06.151>you <00:27:06.152>would <00:27:06.154>like <00:27:06.155>some <00:27:06.156>tech <00:27:06.158>news

00:27:06.159 --> 00:27:08.630 align:start position:0%
<00:27:06.159>group <00:27:06.246>if <00:27:06.334>you <00:27:06.421>would <00:27:06.509>like <00:27:06.596>some <00:27:06.684>tech <00:27:06.771>news <00:27:06.859>as <00:27:06.946>well. <00:27:07.034>Uh <00:27:07.121>thank <00:27:07.209>you <00:27:07.296>and <00:27:07.384>I <00:27:07.471>hope <00:27:07.559>this

00:27:08.630 --> 00:27:08.640 align:start position:0%
<00:27:08.630>as <00:27:08.631>well. <00:27:08.632>Uh <00:27:08.633>thank <00:27:08.634>you <00:27:08.635>and <00:27:08.636>I <00:27:08.637>hope <00:27:08.639>this

00:27:08.640 --> 00:27:10.070 align:start position:0%
<00:27:08.640>as <00:27:08.731>well. <00:27:08.823>Uh <00:27:08.915>thank <00:27:09.007>you <00:27:09.099>and <00:27:09.191>I <00:27:09.283>hope <00:27:09.375>this <00:27:09.467>presentation <00:27:09.559>has <00:27:09.651>been <00:27:09.743>useful <00:27:09.835>for <00:27:09.927>you

00:27:10.070 --> 00:27:10.080 align:start position:0%
<00:27:10.070>presentation <00:27:10.071>has <00:27:10.073>been <00:27:10.075>useful <00:27:10.077>for <00:27:10.079>you

00:27:10.080 --> 00:27:12.470 align:start position:0%
<00:27:10.080>presentation <00:27:10.187>has <00:27:10.295>been <00:27:10.403>useful <00:27:10.510>for <00:27:10.618>you <00:27:10.726>today. <00:27:10.833>Have <00:27:10.941>a <00:27:11.049>great <00:27:11.156>day <00:27:11.264>at <00:27:11.372>the <00:27:11.480>event.

00:27:12.470 --> 00:27:12.480 align:start position:0%
<00:27:12.470>today. <00:27:12.471>Have <00:27:12.472>a <00:27:12.473>great <00:27:12.475>day <00:27:12.476>at <00:27:12.477>the <00:27:12.479>event.

00:27:12.480 --> 00:27:16.679 align:start position:0%
<00:27:12.480>today. <00:27:12.587>Have <00:27:12.695>a <00:27:12.803>great <00:27:12.910>day <00:27:13.018>at <00:27:13.126>the <00:27:13.233>event. <00:27:13.341>&gt;&gt; <00:27:13.449>Thank <00:27:13.556>you <00:27:13.664>Eden. <00:27:13.772>Thank <00:27:13.880>you.