WEBVTT

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<00:00:01.855>Hello, <00:00:02.530>everybody.

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<00:00:02.655>Thank <00:00:02.863>you <00:00:03.072>very <00:00:03.280>much <00:00:03.489>for <00:00:03.697>joining <00:00:03.905>us.

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<00:00:04.545>Oh <00:00:04.672>my <00:00:04.799>God, <00:00:04.926>I <00:00:05.054>feel <00:00:05.181>like <00:00:05.308>I'm <00:00:05.435>in <00:00:05.563>a <00:00:05.690>Bond <00:00:05.817>movie. <00:00:05.945>Yes.

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<00:00:09.265>We <00:00:09.440>don't <00:00:09.615>expect <00:00:09.790>you <00:00:09.965>to <00:00:10.140>listen <00:00:10.315>to <00:00:10.490>our <00:00:10.665>panel.

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<00:00:11.465>We <00:00:11.730>expect <00:00:11.996>you <00:00:12.261>to <00:00:12.527>die.

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<00:00:12.865>Mr. <00:00:13.098>Bond, <00:00:13.331>my <00:00:13.565>goodness <00:00:13.798>me <00:00:14.031>there, <00:00:14.265>legend.

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<00:00:16.385>And <00:00:16.526>I <00:00:16.667>hope <00:00:16.809>you're <00:00:16.950>having <00:00:17.092>a <00:00:17.233>lovely <00:00:17.375>time.

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<00:00:18.025>Are <00:00:18.266>you <00:00:18.507>having <00:00:18.748>a <00:00:18.989>lovely <00:00:19.230>time?

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<00:00:20.825>Woo. <00:00:21.291>Good, <00:00:21.758>good. <00:00:22.224>Marvelous.

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<00:00:23.505>We <00:00:23.705>are <00:00:23.904>gonna <00:00:24.105>have <00:00:24.305>a <00:00:24.505>fantabulous <00:00:24.705>conversation <00:00:24.904>now

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<00:00:26.835>with <00:00:27.068>some <00:00:27.301>giants <00:00:27.535>of <00:00:27.768>industry <00:00:28.001>of <00:00:28.235>technology.

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<00:00:31.805>I <00:00:31.945>feel <00:00:32.085>like <00:00:32.225>I'm, <00:00:32.365>I <00:00:32.505>really <00:00:32.644>do. <00:00:32.785>This <00:00:32.925>is <00:00:33.065>just <00:00:33.205>awful.

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<00:00:34.355>Just <00:00:34.555>nobody <00:00:34.754>ever <00:00:34.955>give <00:00:35.154>anybody <00:00:35.355>a <00:00:35.555>swinging <00:00:35.754>chair.

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<00:00:37.355>It's <00:00:37.495>a <00:00:37.635>disaster. <00:00:37.775>Um, <00:00:37.915>we're <00:00:38.055>gonna <00:00:38.194>have <00:00:38.334>a <00:00:38.474>lot <00:00:38.614>of <00:00:38.754>fun.

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<00:00:40.705>Ladies <00:00:40.905>and <00:00:41.105>gentlemen. <00:00:41.305>Let's, <00:00:41.504>let's <00:00:41.705>introduce <00:00:41.905>our <00:00:42.105>panel.

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<00:00:43.775>We've <00:00:43.949>got <00:00:44.125>Jürgen <00:00:44.300>Müller <00:00:44.475>from <00:00:44.650>SAP <00:00:44.824>round <00:00:45.000>of <00:00:45.175>applause,

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<00:00:46.515>Jürgen <00:00:46.865>woo-hoo <00:00:47.215>Katrin <00:00:47.565>from <00:00:47.915>Mercedes-Benz,

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<00:00:49.425>and <00:00:49.891>Tobias <00:00:50.358>from <00:00:50.824>Accenture.

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<00:00:53.505>Now <00:00:53.785>then, <00:00:54.065>let's <00:00:54.345>get <00:00:54.625>into <00:00:54.905>this.

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<00:00:55.405>I, <00:00:55.605>what <00:00:55.805>does <00:00:56.005>it <00:00:56.205>feel <00:00:56.405>like <00:00:56.605>a <00:00:56.805>judge?

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<00:00:58.345>Um, <00:00:58.519>Jürgen, <00:00:58.695>you <00:00:58.870>lead <00:00:59.045>the <00:00:59.220>technology <00:00:59.394>and <00:00:59.570>innovation <00:00:59.745>board.

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<00:01:02.285>SAP, <00:01:02.565>you <00:01:02.845>were <00:01:03.125>once <00:01:03.404>managing <00:01:03.684>director

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<00:01:05.705>of <00:01:06.171>SAP <00:01:06.638>Labs, <00:01:07.105>Berlin.

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<00:01:08.185>You <00:01:08.411>ought <00:01:08.638>to <00:01:08.865>know <00:01:09.092>your <00:01:09.318>stuff.

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<00:01:09.745>Should <00:01:10.063>be, <00:01:10.381>that's <00:01:10.699>right.

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<00:01:12.225>What's <00:01:12.684>going <00:01:13.143>on?

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<00:01:13.595>Because <00:01:13.795>you, <00:01:13.995>uh, <00:01:14.195>SAP <00:01:14.395>it's <00:01:14.595>an <00:01:14.795>enormous <00:01:14.995>business.

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<00:01:17.825>Um, <00:01:17.980>and <00:01:18.136>of <00:01:18.291>course <00:01:18.447>everyone's <00:01:18.602>talking <00:01:18.758>about <00:01:18.913>AI <00:01:19.069>right <00:01:19.225>now.

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<00:01:20.895>We're <00:01:21.035>going <00:01:21.175>to <00:01:21.315>be <00:01:21.455>digging <00:01:21.595>into <00:01:21.735>that <00:01:21.875>right <00:01:22.015>now <00:01:22.155>in <00:01:22.295>this,

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<00:01:23.505>in <00:01:23.785>this <00:01:24.065>real <00:01:24.345>world <00:01:24.625>AI <00:01:24.905>strategies.

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<00:01:27.305>But <00:01:27.445>is <00:01:27.585>it <00:01:27.725>the <00:01:27.865>case <00:01:28.005>that <00:01:28.145>you <00:01:28.285>are <00:01:28.425>advising <00:01:28.565>your <00:01:28.705>clients

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<00:01:31.385>or <00:01:31.665>incorporating <00:01:31.945>generative <00:01:32.225>AI <00:01:32.505>into <00:01:32.785>your

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<00:01:35.285>platform <00:01:35.985>right <00:01:36.685>now?

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<00:01:37.865>Or <00:01:38.020>are <00:01:38.176>you <00:01:38.331>hanging <00:01:38.487>back <00:01:38.642>or <00:01:38.798>what's <00:01:38.953>going <00:01:39.109>on? <00:01:39.265>Go,

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<00:01:42.164>Yeah. <00:01:42.615>Ha, <00:01:43.065>happy

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<00:01:43.164>to <00:01:43.398>share <00:01:43.631>what's <00:01:43.865>going <00:01:44.098>on <00:01:44.331>in <00:01:44.565>SAP.

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<00:01:45.505>Um, <00:01:45.660>I <00:01:45.816>will <00:01:45.971>only <00:01:46.127>share <00:01:46.282>a <00:01:46.438>little <00:01:46.593>bit <00:01:46.749>of <00:01:46.905>context.

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<00:01:47.955>Many <00:01:48.188>of <00:01:48.421>you <00:01:48.655>don't <00:01:48.888>know <00:01:49.121>SAP <00:01:49.355>well,

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<00:01:50.785>but <00:01:51.065>for <00:01:51.345>kind <00:01:51.625>of <00:01:51.905>enterprise <00:01:52.185>processes

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<00:01:53.465>and <00:01:53.815>applications, <00:01:54.165>SAP <00:01:54.515>is <00:01:54.865>the

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<00:01:56.625>de <00:01:56.825>facto <00:01:57.025>leader <00:01:57.225>or <00:01:57.425>one <00:01:57.625>of <00:01:57.825>the <00:01:58.025>leaders.

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<00:01:59.384>So, <00:01:59.559>um, <00:01:59.734>we <00:01:59.910>have <00:02:00.085>300 <00:02:00.259>ish <00:02:00.434>million, <00:02:00.609>um, <00:02:00.785>regular

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<00:02:04.935>cloud <00:02:05.285>users <00:02:05.635>using <00:02:05.985>our <00:02:06.335>software.

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<00:02:07.345>So <00:02:07.545>it's <00:02:07.745>huge. <00:02:07.945>A <00:02:08.145>lot <00:02:08.345>of <00:02:08.544>very <00:02:08.745>broad.

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<00:02:10.705>And <00:02:10.905>we <00:02:11.105>have <00:02:11.305>actually <00:02:11.505>started <00:02:11.705>our <00:02:11.905>AI <00:02:12.105>journey.

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<00:02:13.565>I <00:02:13.845>started <00:02:14.125>it <00:02:14.405>in <00:02:14.685>2015 <00:02:14.965>Mm-Hmm.

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<00:02:16.435>Back <00:02:16.590>then, <00:02:16.746>narrow <00:02:16.901>ai, <00:02:17.057>very <00:02:17.212>hard <00:02:17.368>to <00:02:17.523>get <00:02:17.679>things <00:02:17.835>going.

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<00:02:21.785>Um, <00:02:21.912>but <00:02:22.039>we <00:02:22.166>did, <00:02:22.294>and, <00:02:22.421>um, <00:02:22.548>since, <00:02:22.675>uh, <00:02:22.803>half <00:02:22.930>a <00:02:23.057>year <00:02:23.185>roughly,

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<00:02:27.185>we <00:02:27.312>have <00:02:27.439>launched <00:02:27.566>60 <00:02:27.694>gen <00:02:27.821>AI <00:02:27.948>use <00:02:28.075>cases <00:02:28.203>in <00:02:28.330>production <00:02:28.457>as <00:02:28.585>well.

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<00:02:32.065>So <00:02:32.204>by <00:02:32.345>end <00:02:32.484>of <00:02:32.625>the <00:02:32.765>year <00:02:32.905>it <00:02:33.045>should <00:02:33.185>be <00:02:33.325>a <00:02:33.465>hundred.

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<00:02:34.585>And <00:02:34.785>so <00:02:34.985>we <00:02:35.185>are <00:02:35.385>embedding <00:02:35.585>gen <00:02:35.785>AI <00:02:35.985>today.

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<00:02:37.704>As <00:02:37.844>of <00:02:37.984>now, <00:02:38.124>we <00:02:38.265>are <00:02:38.404>also <00:02:38.545>expanding <00:02:38.684>the <00:02:38.825>non <00:02:38.964>gen <00:02:39.105>ai,

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<00:02:42.785>um, <00:02:42.984>automations <00:02:43.185>and, <00:02:43.385>uh, <00:02:43.585>use <00:02:43.785>cases <00:02:43.984>as <00:02:44.185>well.

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<00:02:47.305>And <00:02:47.460>we <00:02:47.616>have, <00:02:47.771>um, <00:02:47.927>a <00:02:48.082>new <00:02:48.238>copilot, <00:02:48.393>a <00:02:48.549>digital <00:02:48.705>assistant,

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<00:02:52.505>and <00:02:52.743>we <00:02:52.982>call <00:02:53.220>it <00:02:53.459>dual.

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<00:02:54.185>And <00:02:54.301>with <00:02:54.418>that, <00:02:54.535>by <00:02:54.651>end <00:02:54.768>of <00:02:54.885>the <00:02:55.001>year, <00:02:55.118>we <00:02:55.235>want <00:02:55.351>80%, <00:02:55.468>eight <00:02:55.585>zero

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<00:02:57.505>of <00:02:57.834>all <00:02:58.165>the <00:02:58.495>transactions

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<00:02:58.704>and <00:02:58.844>interactions <00:02:58.984>that <00:02:59.124>people <00:02:59.265>do <00:02:59.404>with <00:02:59.545>the <00:02:59.684>SAP <00:02:59.825>system, <00:02:59.964>we <00:03:00.105>want

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<00:03:02.445>to <00:03:02.600>enable <00:03:02.756>their <00:03:02.911>digital <00:03:03.067>assistant <00:03:03.222>to <00:03:03.378>help <00:03:03.533>them <00:03:03.689>with <00:03:03.845>that

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<00:03:05.605>and <00:03:05.804>do <00:03:06.005>it <00:03:06.204>directly <00:03:06.405>via <00:03:06.605>that <00:03:06.804>digital <00:03:07.005>assistant.

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<00:03:07.645>Alright. <00:03:07.820>Right. <00:03:07.995>And <00:03:08.170>so <00:03:08.345>let <00:03:08.520>me <00:03:08.695>just <00:03:08.870>ask <00:03:09.045>you

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<00:03:09.565>a <00:03:09.808>quick <00:03:10.051>follow <00:03:10.294>up <00:03:10.537>question.

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<00:03:10.865>Are, <00:03:11.040>you <00:03:11.215>know, <00:03:11.390>what <00:03:11.565>foundational <00:03:11.740>models <00:03:11.915>are <00:03:12.090>you <00:03:12.265>employing?

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<00:03:14.625>Um, <00:03:14.752>and <00:03:14.879>to <00:03:15.006>what, <00:03:15.134>to <00:03:15.261>what <00:03:15.388>extent <00:03:15.515>are <00:03:15.643>you <00:03:15.770>building <00:03:15.897>your <00:03:16.025>own,

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<00:03:18.425>uh, <00:03:18.565>building <00:03:18.705>on <00:03:18.845>your <00:03:18.985>own <00:03:19.125>models <00:03:19.265>or <00:03:19.405>are <00:03:19.545>using <00:03:19.685>open <00:03:19.825>source?

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<00:03:21.425>Are <00:03:21.753>you <00:03:22.082>doing <00:03:22.410>foundational <00:03:22.739>models?

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<00:03:23.265>Are <00:03:23.381>you <00:03:23.498>using <00:03:23.614>open <00:03:23.731>ai, <00:03:23.848>et <00:03:23.964>cetera, <00:03:24.081>et <00:03:24.198>cetera? <00:03:24.315>What <00:03:24.431>are <00:03:24.548>you <00:03:24.665>I

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<00:03:26.565>I <00:03:26.720>always <00:03:26.876>have <00:03:27.031>the <00:03:27.187>fun, <00:03:27.342>uh, <00:03:27.498>way <00:03:27.653>of <00:03:27.809>answering <00:03:27.965>that

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<00:03:30.325>because <00:03:30.605>it's <00:03:30.885>all <00:03:31.165>of <00:03:31.445>the <00:03:31.725>above.

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<00:03:32.185>All <00:03:32.368>of <00:03:32.551>it. <00:03:32.734>All <00:03:32.917>of <00:03:33.100>the <00:03:33.283>above.

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<00:03:33.425>We <00:03:33.744>really <00:03:34.064>partner <00:03:34.383>very <00:03:34.703>broad.

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<00:03:35.785>We, <00:03:35.984>uh, <00:03:36.185>use, <00:03:36.385>um, <00:03:36.585>of <00:03:36.785>course, <00:03:36.984>um, <00:03:37.185>open

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<00:03:38.985>Ai. <00:03:39.210>So <00:03:39.435>you're <00:03:39.660>locked <00:03:39.885>into

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one.

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<00:03:40.905>We <00:03:41.124>are <00:03:41.344>not <00:03:41.563>locked <00:03:41.783>into <00:03:42.003>one.

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<00:03:42.125>And <00:03:42.280>that's <00:03:42.436>a <00:03:42.591>dedication, <00:03:42.747>that's <00:03:42.902>a <00:03:43.058>decision <00:03:43.213>that <00:03:43.369>we <00:03:43.525>made

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<00:03:45.005>because <00:03:45.238>the <00:03:45.471>space <00:03:45.704>is <00:03:45.938>developing <00:03:46.171>so <00:03:46.405>fast.

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<00:03:47.905>Um, <00:03:48.045>also, <00:03:48.185>someone <00:03:48.325>has <00:03:48.465>just <00:03:48.605>asked <00:03:48.745>me <00:03:48.885>on <00:03:49.025>the <00:03:49.165>press <00:03:49.305>interview,

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<00:03:50.575>which <00:03:50.750>model <00:03:50.924>are <00:03:51.100>you <00:03:51.274>using <00:03:51.450>for <00:03:51.625>this <00:03:51.799>digital <00:03:51.975>assistant?

80
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<00:03:54.265>So <00:03:54.491>even <00:03:54.718>if <00:03:54.945>I <00:03:55.172>told <00:03:55.399>you,

81
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<00:03:55.905>if <00:03:56.105>you <00:03:56.305>release <00:03:56.505>your <00:03:56.705>article <00:03:56.905>on <00:03:57.105>Monday, <00:03:57.305>right?

82
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<00:03:58.605>It <00:03:58.847>might <00:03:59.091>be <00:03:59.334>different <00:03:59.577>already.

83
00:03:59.945 --> 00:04:03.325
<00:03:59.945>So, <00:04:00.084>um, <00:04:00.225>we <00:04:00.364>share <00:04:00.505>which <00:04:00.644>models <00:04:00.785>we <00:04:00.924>use. <00:04:01.065>It's <00:04:01.204>very <00:04:01.345>broad.

84
00:04:03.465 --> 00:04:08.325
<00:04:03.465>Uh, <00:04:03.605>all <00:04:03.745>kinds <00:04:03.885>of, <00:04:04.025>um, <00:04:04.165>enterprise <00:04:04.305>ready <00:04:04.445>models. <00:04:04.585>We, <00:04:04.725>we, <00:04:04.865>we

85
00:04:08.325 --> 00:04:09.125
<00:04:08.325>Use. <00:04:08.685>Right. <00:04:09.045>Okay.

86
00:04:09.225 --> 00:04:10.765
<00:04:09.225>And <00:04:09.456>we <00:04:09.686>build <00:04:09.917>one <00:04:10.149>point <00:04:10.380>on <00:04:10.611>that.

87
00:04:10.765 --> 00:04:14.485
<00:04:10.765>We <00:04:10.940>build <00:04:11.114>our <00:04:11.290>own <00:04:11.464>foundation <00:04:11.640>model <00:04:11.815>for <00:04:11.989>tabular <00:04:12.165>data.

88
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<00:04:15.285>'cause <00:04:15.484>if <00:04:15.685>you <00:04:15.885>haven't <00:04:16.084>worked <00:04:16.284>with, <00:04:16.485>uh, <00:04:16.685>SAP

89
00:04:17.865 --> 00:04:19.205
<00:04:17.865>or <00:04:18.267>anything <00:04:18.668>like <00:04:19.070>that,

90
00:04:19.755 --> 00:04:23.085
<00:04:19.755>imagine <00:04:19.988>it <00:04:20.221>like <00:04:20.454>you're <00:04:20.688>in <00:04:20.921>Excel <00:04:21.154>spreadsheets,

91
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<00:04:23.345>but <00:04:23.570>not <00:04:23.795>one, <00:04:24.020>but <00:04:24.245>like <00:04:24.470>a <00:04:24.695>million.

92
00:04:25.425 --> 00:04:27.965
<00:04:25.425>And <00:04:25.625>they <00:04:25.825>are <00:04:26.025>very <00:04:26.225>complex <00:04:26.425>connections <00:04:26.625>between <00:04:26.825>those

93
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<00:04:28.485>a <00:04:29.025>million <00:04:29.565>spreadsheets.

94
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<00:04:30.385>And <00:04:30.525>for <00:04:30.664>that, <00:04:30.805>it <00:04:30.945>doesn't <00:04:31.085>help <00:04:31.224>you <00:04:31.365>if <00:04:31.505>you <00:04:31.645>have <00:04:31.784>read

95
00:04:33.935 --> 00:04:36.045
<00:04:33.935>Harry <00:04:34.168>Potter <00:04:34.401>as <00:04:34.635>a <00:04:34.868>large <00:04:35.101>language <00:04:35.335>model

96
00:04:36.185 --> 00:04:37.925
<00:04:36.185>and, <00:04:36.465>uh, <00:04:36.745>all <00:04:37.025>the <00:04:37.305>other <00:04:37.585>information

97
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<00:04:37.925>that <00:04:38.096>is <00:04:38.267>out <00:04:38.438>there, <00:04:38.609>it <00:04:38.780>just <00:04:38.951>doesn't <00:04:39.122>help <00:04:39.293>you.

98
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<00:04:39.745>So <00:04:39.945>therefore <00:04:40.145>there's <00:04:40.345>genuine <00:04:40.545>research <00:04:40.745>work <00:04:40.945>and <00:04:41.145>development.

99
00:04:42.545 --> 00:04:44.805
<00:04:42.545>So <00:04:42.745>you, <00:04:42.945>you're <00:04:43.145>employing <00:04:43.345>AI <00:04:43.545>where <00:04:43.745>it <00:04:43.945>appears

100
00:04:44.865 --> 00:04:46.445
<00:04:44.865>to <00:04:45.331>be <00:04:45.798>appropriate <00:04:46.265>Katrin.

101
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<00:04:46.534>Right. <00:04:46.814>Um, <00:04:47.094>you <00:04:47.374>obviously <00:04:47.655>your <00:04:47.934>CIO

102
00:04:48.725 --> 00:04:52.685
<00:04:48.725>for <00:04:48.925>the <00:04:49.125>Mercedes-Benz <00:04:49.325>group <00:04:49.525>since <00:04:49.725>April, <00:04:49.925>2024, <00:04:50.125>everybody,

103
00:04:53.305 --> 00:04:56.605
<00:04:53.305>um, <00:04:53.480>you've <00:04:53.655>worked <00:04:53.830>at <00:04:54.005>SAP <00:04:54.180>for <00:04:54.355>two <00:04:54.530>decades <00:04:54.705>though.

104
00:04:57.165 --> 00:04:59.085
<00:04:57.165>Absolutely. <00:04:57.365>And <00:04:57.565>so <00:04:57.765>you've <00:04:57.965>been <00:04:58.165>a <00:04:58.365>developer <00:04:58.565>yourself,

105
00:04:59.265 --> 00:05:01.645
<00:04:59.265>an <00:04:59.544>engineer, <00:04:59.825>round <00:05:00.104>of <00:05:00.385>applause <00:05:00.664>everybody.

106
00:05:02.395 --> 00:05:05.365
<00:05:02.395>Boom. <00:05:02.594>For <00:05:02.794>the, <00:05:02.995>uh, <00:05:03.195>women <00:05:03.395>entrepreneur, <00:05:03.594>women, <00:05:03.794>uh,

107
00:05:05.365 --> 00:05:07.085
<00:05:05.365>entrepr <00:05:05.831>developers <00:05:06.298>and <00:05:06.765>engineers.

108
00:05:07.465 --> 00:05:09.965
<00:05:07.465>Um, <00:05:07.698>you <00:05:07.931>are, <00:05:08.164>you've <00:05:08.398>also <00:05:08.631>been <00:05:08.864>head

109
00:05:09.965 --> 00:05:12.085
<00:05:09.965>of <00:05:10.244>product <00:05:10.525>development <00:05:10.804>chief <00:05:11.085>data <00:05:11.364>officer,

110
00:05:12.185 --> 00:05:14.485
<00:05:12.185>so <00:05:12.360>you're <00:05:12.535>very <00:05:12.710>experienced, <00:05:12.885>you <00:05:13.060>know <00:05:13.235>this <00:05:13.410>company <00:05:13.585>Well,

111
00:05:15.005 --> 00:05:16.005
<00:05:15.005>Absolutely. <00:05:15.230>You <00:05:15.455>do. <00:05:15.680>You <00:05:15.905>know

112
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<00:05:16.005>this <00:05:16.215>company <00:05:16.425>well, <00:05:16.635>I <00:05:16.844>bet <00:05:17.054>I <00:05:17.265>do.

113
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<00:05:17.785>Um, <00:05:18.406>and, <00:05:19.027>uh,

114
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<00:05:19.745>but <00:05:20.095>so <00:05:20.445>what, <00:05:20.795>what <00:05:21.145>sort

115
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<00:05:21.525>of <00:05:21.664>things <00:05:21.804>are <00:05:21.945>you <00:05:22.085>do <00:05:22.224>give <00:05:22.364>us <00:05:22.505>a <00:05:22.645>brief <00:05:22.784>overview <00:05:22.924>of

116
00:05:24.085 --> 00:05:25.965
<00:05:24.085>how <00:05:24.364>you <00:05:24.645>are <00:05:24.924>employing <00:05:25.205>gen <00:05:25.484>ai.

117
00:05:26.725 --> 00:05:27.865
<00:05:26.725>So, <00:05:26.930>may <00:05:27.135>I <00:05:27.340>say <00:05:27.545>this <00:05:27.751>Depends.

118
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<00:05:28.005>Has <00:05:28.238>a <00:05:28.471>huge <00:05:28.705>history <00:05:28.938>of <00:05:29.171>being <00:05:29.405>innovative.

119
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<00:05:31.125>So <00:05:31.358>we <00:05:31.591>actually <00:05:31.825>invented <00:05:32.058>the <00:05:32.291>car, <00:05:32.525>right?

120
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<00:05:33.525>So <00:05:33.724>my <00:05:33.924>colleagues <00:05:34.125>are <00:05:34.325>all <00:05:34.525>always <00:05:34.724>very <00:05:34.924>curious

121
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<00:05:36.715>about <00:05:37.181>applying <00:05:37.648>new <00:05:38.115>technology.

122
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<00:05:39.085>And <00:05:39.364>we've <00:05:39.645>been <00:05:39.924>applying <00:05:40.205>AI <00:05:40.484>since

123
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<00:05:41.345>it <00:05:41.579>was <00:05:41.813>called <00:05:42.047>machine <00:05:42.281>learning.

124
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<00:05:42.925>So <00:05:43.080>actually <00:05:43.236>we <00:05:43.391>started <00:05:43.547>quite <00:05:43.702>early <00:05:43.858>in <00:05:44.013>the <00:05:44.169>last <00:05:44.325>century.

125
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<00:05:46.405>And, <00:05:46.544>um, <00:05:46.684>for <00:05:46.825>those <00:05:46.965>of <00:05:47.104>you <00:05:47.244>who, <00:05:47.385>who <00:05:47.525>drive <00:05:47.664>a <00:05:47.804>Mercedes,

126
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<00:05:49.784>I <00:05:49.912>think <00:05:50.039>we <00:05:50.166>were <00:05:50.294>also <00:05:50.421>the, <00:05:50.548>one <00:05:50.675>of <00:05:50.803>the <00:05:50.930>first <00:05:51.057>ones <00:05:51.184>who,

127
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<00:05:52.005>who <00:05:52.180>implemented <00:05:52.355>the, <00:05:52.530>the <00:05:52.705>voice, <00:05:52.880>um, <00:05:53.055>the <00:05:53.230>hey <00:05:53.405>Mercedes

128
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<00:05:56.105>functionality, <00:05:56.338>which <00:05:56.571>is <00:05:56.805>pretty <00:05:57.038>cool, <00:05:57.271>I <00:05:57.505>believe.

129
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<00:05:58.465>And <00:05:58.605>I <00:05:58.745>was <00:05:58.885>never <00:05:59.025>a <00:05:59.165>car <00:05:59.305>girl, <00:05:59.445>but <00:05:59.585>now <00:05:59.725>I <00:05:59.865>am.

130
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<00:06:00.665>So, <00:06:00.898>um, <00:06:01.131>they, <00:06:01.365>they <00:06:01.598>were <00:06:01.831>able <00:06:02.065>to,

131
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<00:06:02.945>to <00:06:03.145>really <00:06:03.344>convince <00:06:03.545>me <00:06:03.745>about <00:06:03.945>this, <00:06:04.145>um, <00:06:04.344>industry.

132
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<00:06:06.105>And, <00:06:06.338>um, <00:06:06.571>also <00:06:06.805>in <00:06:07.038>the <00:06:07.271>IT <00:06:07.505>part,

133
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<00:06:08.065>so <00:06:08.344>I'm <00:06:08.625>responsible <00:06:08.905>for <00:06:09.185>the <00:06:09.465>enterprise.

134
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<00:06:10.145>it, <00:06:10.344>my, <00:06:10.544>my <00:06:10.745>colleague <00:06:10.945>Magnos <00:06:11.145>Berg <00:06:11.344>is <00:06:11.544>responsible

135
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<00:06:13.805>for <00:06:14.153>the <00:06:14.501>incar <00:06:14.849>it.

136
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<00:06:15.825>So <00:06:15.980>in <00:06:16.136>both <00:06:16.291>areas <00:06:16.447>we <00:06:16.602>are <00:06:16.758>using, <00:06:16.913>um, <00:06:17.069>AI <00:06:17.224>heavily.

137
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<00:06:20.345>And, <00:06:20.695>um, <00:06:21.045>already <00:06:21.395>last <00:06:21.745>year

138
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<00:06:22.585>and <00:06:22.760>in <00:06:22.935>my <00:06:23.109>organization <00:06:23.284>we <00:06:23.460>have <00:06:23.635>about <00:06:23.810>5,000 <00:06:23.984>developers.

139
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<00:06:26.265>And <00:06:26.498>already <00:06:26.731>last <00:06:26.965>year <00:06:27.198>we, <00:06:27.431>we, <00:06:27.664>um,

140
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<00:06:29.115>will <00:06:29.395>GitHub <00:06:29.675>copilot <00:06:29.955>out <00:06:30.235>to <00:06:30.515>them.

141
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<00:06:31.145>So <00:06:31.261>they're <00:06:31.378>all, <00:06:31.495>all <00:06:31.611>of <00:06:31.728>them <00:06:31.844>are <00:06:31.961>using <00:06:32.078>them <00:06:32.195>on <00:06:32.311>a <00:06:32.428>daily <00:06:32.544>basis.

142
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<00:06:34.195>Over <00:06:34.370>a <00:06:34.545>year <00:06:34.719>now <00:06:34.895>we <00:06:35.070>see <00:06:35.245>huge <00:06:35.420>productivity <00:06:35.594>gains

143
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<00:06:38.025>and, <00:06:38.224>uh, <00:06:38.424>they're <00:06:38.625>so <00:06:38.825>very <00:06:39.025>excited <00:06:39.224>about <00:06:39.424>everything,

144
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<00:06:40.905>um, <00:06:41.153>they <00:06:41.401>can <00:06:41.650>do <00:06:41.898>with <00:06:42.147>it.

145
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<00:06:42.625>But <00:06:42.765>that's <00:06:42.905>not <00:06:43.045>all. <00:06:43.185>We <00:06:43.325>also <00:06:43.465>implemented <00:06:43.605>our <00:06:43.745>own, <00:06:43.885>um, <00:06:44.025>yeah,

146
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<00:06:46.375>incubation <00:06:46.608>and, <00:06:46.841>um, <00:06:47.075>have <00:06:47.308>a <00:06:47.541>direct <00:06:47.775>chat

147
00:06:49.485 --> 00:06:51.005
<00:06:49.485>that <00:06:49.827>our <00:06:50.169>employees <00:06:50.511>can <00:06:50.853>use.

148
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<00:06:51.265>Um, <00:06:51.593>it's <00:06:51.922>an <00:06:52.250>on-prem <00:06:52.579>model,

149
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<00:06:53.065>but <00:06:53.240>we <00:06:53.415>are <00:06:53.590>also <00:06:53.765>using <00:06:53.940>like, <00:06:54.115>like <00:06:54.290>you <00:06:54.465>mentioned,

150
00:06:55.785 --> 00:06:57.525
<00:06:55.784>um, <00:06:56.064>all <00:06:56.344>of <00:06:56.624>the <00:06:56.905>other <00:06:57.184>models.

151
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<00:06:57.665>So <00:06:57.805>we <00:06:57.945>have <00:06:58.085>a <00:06:58.225>lot <00:06:58.365>of <00:06:58.505>partners <00:06:58.645>that <00:06:58.785>we <00:06:58.925>work <00:06:59.065>with

152
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<00:07:00.345>and, <00:07:00.500>um, <00:07:00.656>we <00:07:00.811>have <00:07:00.967>a <00:07:01.122>huge <00:07:01.278>funnel <00:07:01.433>of <00:07:01.589>use <00:07:01.745>cases,

153
00:07:04.145 --> 00:07:06.605
<00:07:04.145>so <00:07:04.300>everyone <00:07:04.456>in <00:07:04.611>the <00:07:04.767>company <00:07:04.922>wants <00:07:05.078>to, <00:07:05.233>to <00:07:05.389>use <00:07:05.544>it.

154
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<00:07:07.105>And <00:07:07.260>we <00:07:07.416>have <00:07:07.571>a <00:07:07.727>lot <00:07:07.882>of <00:07:08.038>them <00:07:08.193>live <00:07:08.349>by <00:07:08.505>now,

155
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<00:07:09.025>and <00:07:09.335>we're <00:07:09.645>learning <00:07:09.956>every <00:07:10.267>day,

156
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<00:07:10.405>and <00:07:10.638>it's <00:07:10.871>so <00:07:11.104>exciting. <00:07:11.338>So <00:07:11.571>much <00:07:11.804>fun.

157
00:07:12.465 --> 00:07:15.885
<00:07:12.465>You, <00:07:12.664>you <00:07:12.864>mentioned <00:07:13.065>a <00:07:13.265>huge <00:07:13.465>productivity <00:07:13.664>lift. <00:07:13.864>Yes.

158
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<00:07:15.955>What <00:07:16.188>sort <00:07:16.421>of <00:07:16.655>numbers <00:07:16.888>are <00:07:17.121>we <00:07:17.354>talking?

159
00:07:18.195 --> 00:07:20.325
<00:07:18.195>Yeah, <00:07:18.370>the <00:07:18.545>number <00:07:18.719>part <00:07:18.895>is <00:07:19.070>always <00:07:19.245>a <00:07:19.420>bit <00:07:19.594>tricky

160
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<00:07:20.395>because <00:07:20.570>I <00:07:20.745>mean, <00:07:20.919>the, <00:07:21.094>the <00:07:21.270>developers <00:07:21.445>don't <00:07:21.620>really <00:07:21.794>want

161
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<00:07:23.365>to <00:07:23.598>reveal <00:07:23.831>how <00:07:24.065>much <00:07:24.298>they <00:07:24.531>save <00:07:24.765>at

162
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<00:07:25.485>the <00:07:25.679>moment. <00:07:25.873>They're <00:07:26.068>saying, <00:07:26.262>oh, <00:07:26.457>we're

163
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<00:07:26.565>Just <00:07:26.915>a <00:07:27.265>doing <00:07:27.615>amongst <00:07:27.965>brands.

164
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<00:07:29.315>There's <00:07:29.726>hardly <00:07:30.137>anybody <00:07:30.548>here.

165
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<00:07:31.585>So <00:07:31.818>I <00:07:32.051>think, <00:07:32.284>um, <00:07:32.518>the <00:07:32.751>developers <00:07:32.984>are

166
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<00:07:33.245>saying <00:07:33.446>half <00:07:33.648>an <00:07:33.849>hour <00:07:34.051>per <00:07:34.253>day.

167
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<00:07:34.665>I'm, <00:07:34.820>I <00:07:34.976>I <00:07:35.131>think <00:07:35.287>it <00:07:35.442>could <00:07:35.598>be <00:07:35.753>a <00:07:35.909>little <00:07:36.065>more.

168
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<00:07:38.105>Um, <00:07:38.385>but <00:07:38.665>I <00:07:38.945>think <00:07:39.225>overall <00:07:39.505>it's,

169
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<00:07:40.635>it's <00:07:40.985>not <00:07:41.335>only <00:07:41.685>about <00:07:42.034>productivity,

170
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<00:07:42.555>it's <00:07:42.954>also <00:07:43.353>about <00:07:43.752>creativity.

171
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<00:07:44.545>And <00:07:44.685>they're <00:07:44.825>really <00:07:44.965>using <00:07:45.105>it <00:07:45.245>in <00:07:45.385>a <00:07:45.525>great <00:07:45.665>way <00:07:45.805>these <00:07:45.945>days.

172
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<00:07:48.945>I <00:07:49.365>see. <00:07:49.785>So <00:07:50.205>obviously,

173
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<00:07:50.345>obviously <00:07:50.604>you're <00:07:50.863>getting <00:07:51.122>into <00:07:51.381>it <00:07:51.640>using

174
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<00:07:52.075>on-premise <00:07:52.700>models <00:07:53.326>Yes.

175
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<00:07:53.485>Or <00:07:53.640>off-premise <00:07:53.796>models. <00:07:53.951>So <00:07:54.107>it's <00:07:54.262>a <00:07:54.418>real <00:07:54.573>mix <00:07:54.729>and <00:07:54.885>match.

176
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<00:07:56.825>That <00:07:56.952>seems <00:07:57.079>to <00:07:57.206>be <00:07:57.334>the <00:07:57.461>message <00:07:57.588>I'm <00:07:57.715>getting <00:07:57.843>a <00:07:57.970>lot <00:07:58.097>from <00:07:58.224>the

177
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<00:07:59.185>people <00:07:59.325>I <00:07:59.465>talk <00:07:59.605>to <00:07:59.745>when <00:07:59.885>I <00:08:00.025>talk <00:08:00.165>to <00:08:00.305>companies <00:08:00.445>as <00:08:00.585>well.

178
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<00:08:01.705>Finally, <00:08:01.938>to, <00:08:02.171>to <00:08:02.405>biased, <00:08:02.638>not, <00:08:02.871>not <00:08:03.104>last

179
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<00:08:04.505>because <00:08:04.829>we <00:08:05.153>are <00:08:05.477>gonna <00:08:05.801>continue,

180
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<00:08:06.285>but <00:08:06.485>to <00:08:06.685>be <00:08:06.885>honest, <00:08:07.085>at, <00:08:07.285>um, <00:08:07.485>at <00:08:07.685>Accenture,

181
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<00:08:09.775>obviously <00:08:10.008>you've <00:08:10.241>got <00:08:10.474>a <00:08:10.708>lot <00:08:10.941>of <00:08:11.174>clients.

182
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<00:08:11.885>And <00:08:12.085>in <00:08:12.284>fact, <00:08:12.485>I've <00:08:12.685>been <00:08:12.885>reading <00:08:13.085>how, <00:08:13.284>uh,

183
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<00:08:14.405>the <00:08:14.684>consulting <00:08:14.965>world <00:08:15.244>is <00:08:15.525>making <00:08:15.804>lots

184
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<00:08:17.345>and <00:08:17.500>lots <00:08:17.656>of <00:08:17.811>money <00:08:17.967>about <00:08:18.122>deploying, <00:08:18.278>uh, <00:08:18.433>AI <00:08:18.589>for <00:08:18.745>clients,

185
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<00:08:21.865>possibly <00:08:22.020>more <00:08:22.176>than <00:08:22.331>maybe <00:08:22.487>some <00:08:22.642>of <00:08:22.798>the <00:08:22.953>actual <00:08:23.109>AI <00:08:23.265>companies,

186
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<00:08:25.365>uh, <00:08:25.645>who <00:08:25.925>are <00:08:26.205>funded <00:08:26.485>by, <00:08:26.765>uh,

187
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<00:08:26.985>venture <00:08:27.218>capital <00:08:27.451>rather <00:08:27.685>than <00:08:27.918>running <00:08:28.151>on <00:08:28.385>revenues.

188
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<00:08:29.205>But <00:08:29.510>that's <00:08:29.817>another <00:08:30.123>story.

189
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<00:08:30.805>Um, <00:08:30.980>but <00:08:31.155>what <00:08:31.330>sort <00:08:31.505>of <00:08:31.680>things <00:08:31.855>are <00:08:32.030>you <00:08:32.205>doing?

190
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<00:08:33.225>I <00:08:33.365>mean, <00:08:33.505>are <00:08:33.645>you, <00:08:33.784>you <00:08:33.925>know, <00:08:34.065>you <00:08:34.205>are, <00:08:34.345>you <00:08:34.485>just, <00:08:34.625>are,

191
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<00:08:36.645>are <00:08:36.995>clients <00:08:37.345>like <00:08:37.694>running <00:08:38.044>scared

192
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<00:08:38.804>and <00:08:38.944>kind <00:08:39.084>of <00:08:39.224>tearing <00:08:39.364>their <00:08:39.505>hair <00:08:39.645>out <00:08:39.784>about <00:08:39.924>what <00:08:40.064>to <00:08:40.204>do?

193
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<00:08:41.445>Or <00:08:41.561>are <00:08:41.678>we <00:08:41.795>kind <00:08:41.911>of <00:08:42.028>more <00:08:42.145>into <00:08:42.261>the, <00:08:42.378>the <00:08:42.495>mode <00:08:42.611>where <00:08:42.728>you <00:08:42.845>can,

194
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<00:08:46.485>you <00:08:46.625>know, <00:08:46.765>work <00:08:46.905>with <00:08:47.045>them, <00:08:47.185>um, <00:08:47.325>on <00:08:47.465>any <00:08:47.605>model <00:08:47.745>they <00:08:47.885>like

195
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<00:08:50.285>or, <00:08:50.514>uh, <00:08:50.743>you <00:08:50.973>know, <00:08:51.203>and

196
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<00:08:51.305>and <00:08:51.538>create <00:08:51.771>productivity <00:08:52.005>gains <00:08:52.238>as <00:08:52.471>a <00:08:52.704>result?

197
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<00:08:55.185>Or <00:08:55.292>are <00:08:55.400>we, <00:08:55.508>are <00:08:55.615>we <00:08:55.723>still <00:08:55.831>in <00:08:55.938>a <00:08:56.046>kind <00:08:56.154>of <00:08:56.261>a <00:08:56.369>slightly <00:08:56.477>crazy <00:08:56.584>phase?

198
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<00:08:59.165>I <00:08:59.305>think <00:08:59.444>we <00:08:59.584>are <00:08:59.724>probably <00:08:59.865>still <00:09:00.005>in <00:09:00.145>a <00:09:00.285>pretty <00:09:00.425>crazy <00:09:00.564>phase.

199
00:09:02.385 --> 00:09:05.925
<00:09:02.385>Uh, <00:09:02.525>I <00:09:02.665>think <00:09:02.805>all <00:09:02.944>the <00:09:03.085>industry <00:09:03.225>have <00:09:03.365>woken <00:09:03.505>up <00:09:03.645>to <00:09:03.785>the

200
00:09:06.435 --> 00:09:08.285
<00:09:06.435>opportunity <00:09:07.135>because <00:09:07.834>the,

201
00:09:08.285 --> 00:09:10.165
<00:09:08.285>the <00:09:08.518>bus <00:09:08.751>has <00:09:08.985>basically <00:09:09.218>reached <00:09:09.451>every <00:09:09.685>industry.

202
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<00:09:10.365>I <00:09:10.505>think <00:09:10.645>most <00:09:10.785>active <00:09:10.925>is <00:09:11.065>amongst <00:09:11.205>them, <00:09:11.345>uh, <00:09:11.485>young, <00:09:11.625>the, <00:09:11.765>um,

203
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<00:09:14.445>software <00:09:14.704>and <00:09:14.963>platforms <00:09:15.222>player <00:09:15.481>of <00:09:15.741>course,

204
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<00:09:15.885>that <00:09:16.118>are <00:09:16.351>building <00:09:16.585>this <00:09:16.818>into <00:09:17.051>their <00:09:17.285>platforms.

205
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<00:09:18.805>I <00:09:18.912>mean, <00:09:19.020>we <00:09:19.128>see <00:09:19.235>this <00:09:19.343>also <00:09:19.451>here <00:09:19.558>on <00:09:19.666>the <00:09:19.774>fair <00:09:19.881>where <00:09:19.989>so <00:09:20.097>many, <00:09:20.204>uh,

206
00:09:22.195 --> 00:09:25.765
<00:09:22.195>players <00:09:22.370>are <00:09:22.545>talking <00:09:22.720>about <00:09:22.895>building <00:09:23.070>AI <00:09:23.245>into <00:09:23.420>their <00:09:23.595>platform,

207
00:09:25.765 --> 00:09:29.525
<00:09:25.765>but <00:09:25.905>also <00:09:26.045>financial <00:09:26.185>services <00:09:26.324>is <00:09:26.465>a <00:09:26.605>big, <00:09:26.745>uh, <00:09:26.885>sector <00:09:27.025>with <00:09:27.165>most,

208
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<00:09:29.995>with <00:09:30.170>most <00:09:30.345>activity <00:09:30.520>as <00:09:30.695>well <00:09:30.870>as <00:09:31.045>the <00:09:31.220>telcos <00:09:31.395>and,

209
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<00:09:33.225>and <00:09:33.380>the <00:09:33.536>all <00:09:33.691>that <00:09:33.847>have <00:09:34.002>big <00:09:34.158>customer, <00:09:34.313>uh, <00:09:34.469>front <00:09:34.625>ends.

210
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<00:09:37.185>But <00:09:37.447>it <00:09:37.710>goes <00:09:37.973>very, <00:09:38.236>very <00:09:38.499>broad.

211
00:09:38.655 --> 00:09:41.805
<00:09:38.655>We've <00:09:38.795>run, <00:09:38.935>um, <00:09:39.074>by <00:09:39.214>now <00:09:39.355>delivered <00:09:39.495>more <00:09:39.635>than <00:09:39.775>a <00:09:39.915>thousand, <00:09:40.055>uh,

212
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<00:09:41.805>generative <00:09:42.084>AI <00:09:42.364>projects <00:09:42.645>across <00:09:42.925>the <00:09:43.204>world,

213
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<00:09:44.445>across <00:09:44.931>the <00:09:45.417>industries.

214
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<00:09:45.585>And, <00:09:45.818>and <00:09:46.051>there <00:09:46.285>are <00:09:46.518>some <00:09:46.751>common <00:09:46.985>themes.

215
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<00:09:47.845>I <00:09:48.125>think <00:09:48.405>everybody <00:09:48.685>has <00:09:48.965>started <00:09:49.245>with

216
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<00:09:50.085>building <00:09:50.435>their <00:09:50.785>enterprise <00:09:51.135>GPT, <00:09:51.485>right?

217
00:09:52.165 --> 00:09:56.725
<00:09:52.165>And <00:09:52.281>just <00:09:52.398>an <00:09:52.515>access <00:09:52.631>to, <00:09:52.748>uh, <00:09:52.865>GPT <00:09:52.981>and <00:09:53.098>call <00:09:53.214>it <00:09:53.331>Acme <00:09:53.448>GPT, <00:09:53.564>right?

218
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<00:09:56.725>And <00:09:56.880>declare <00:09:57.036>victory. <00:09:57.191>We <00:09:57.347>have <00:09:57.502>generative <00:09:57.658>AI <00:09:57.813>now <00:09:57.969>in <00:09:58.125>the

219
00:10:00.245 --> 00:10:02.965
<00:10:00.245>company, <00:10:00.445>but <00:10:00.645>obviously <00:10:00.845>that's <00:10:01.045>only <00:10:01.245>a <00:10:01.445>starting <00:10:01.645>point.

220
00:10:03.475 --> 00:10:05.405
<00:10:03.475>Then <00:10:03.708>I <00:10:03.941>think <00:10:04.175>it's <00:10:04.408>enterprise <00:10:04.641>knowledge <00:10:04.875>management,

221
00:10:05.405 --> 00:10:08.845
<00:10:05.405>like <00:10:05.638>being <00:10:05.871>able <00:10:06.105>to <00:10:06.338>discover <00:10:06.571>your <00:10:06.805>knowledge

222
00:10:08.845 --> 00:10:12.765
<00:10:08.845>that <00:10:08.985>is <00:10:09.125>in <00:10:09.265>the <00:10:09.405>dark <00:10:09.545>rooms <00:10:09.685>of <00:10:09.825>your <00:10:09.965>enterprise, <00:10:10.105>much <00:10:10.245>easier

223
00:10:12.765 --> 00:10:14.605
<00:10:12.765>through <00:10:13.231>a <00:10:13.698>conversational <00:10:14.165>interface.

224
00:10:15.185 --> 00:10:17.685
<00:10:15.185>And <00:10:15.359>I <00:10:15.535>think <00:10:15.709>then <00:10:15.885>it's <00:10:16.060>the, <00:10:16.234>the <00:10:16.410>whole, <00:10:16.584>uh,

225
00:10:18.045 --> 00:10:19.405
<00:10:18.045>customer <00:10:18.351>service <00:10:18.656>space <00:10:18.963>where <00:10:19.269>there's

226
00:10:19.405 --> 00:10:20.525
<00:10:19.405>a <00:10:19.656>lot <00:10:19.909>of <00:10:20.161>activity <00:10:20.413>happening.

227
00:10:20.725 --> 00:10:22.005
<00:10:20.725>SAP <00:10:20.917>is <00:10:21.109>doing <00:10:21.301>a <00:10:21.493>lot <00:10:21.685>in <00:10:21.877>this,

228
00:10:22.105 --> 00:10:23.685
<00:10:22.105>in <00:10:22.385>this <00:10:22.665>space <00:10:22.945>together <00:10:23.225>with <00:10:23.505>ServiceNow.

229
00:10:23.685 --> 00:10:26.965
<00:10:23.685>We <00:10:23.812>are <00:10:23.939>a, <00:10:24.066>a <00:10:24.194>partner, <00:10:24.321>so <00:10:24.448>we <00:10:24.575>are <00:10:24.703>very <00:10:24.830>pleased <00:10:24.957>to, <00:10:25.084>uh,

230
00:10:26.985 --> 00:10:28.165
<00:10:26.985>to, <00:10:27.339>to <00:10:27.693>do <00:10:28.047>this.

231
00:10:29.145 --> 00:10:31.725
<00:10:29.145>And, <00:10:29.319>and <00:10:29.495>then <00:10:29.670>of <00:10:29.845>course, <00:10:30.020>Karin, <00:10:30.194>as <00:10:30.370>you <00:10:30.545>said,

232
00:10:31.725 --> 00:10:35.525
<00:10:31.725>there's <00:10:31.925>the <00:10:32.125>whole <00:10:32.325>it, <00:10:32.525>yes, <00:10:32.725>the, <00:10:32.925>the <00:10:33.125>industrialization

233
00:10:35.525 --> 00:10:37.965
<00:10:35.525>and <00:10:35.680>transformation <00:10:35.836>of <00:10:35.991>the <00:10:36.147>way <00:10:36.302>how <00:10:36.458>we <00:10:36.613>deliver <00:10:36.769>IT <00:10:36.925>services.

234
00:10:38.165 --> 00:10:40.165
<00:10:38.165>I <00:10:38.320>would <00:10:38.476>say <00:10:38.631>these <00:10:38.787>are <00:10:38.942>the <00:10:39.098>three <00:10:39.253>key <00:10:39.409>things <00:10:39.564>our

235
00:10:40.165 --> 00:10:41.485
<00:10:40.165>clients <00:10:40.462>have <00:10:40.759>woken <00:10:41.056>up <00:10:41.353>to.

236
00:10:41.905 --> 00:10:44.965
<00:10:41.905>But <00:10:42.021>I <00:10:42.138>think <00:10:42.255>there's <00:10:42.371>a <00:10:42.488>lot <00:10:42.605>of <00:10:42.721>craziness, <00:10:42.838>a <00:10:42.954>lot <00:10:43.071>of <00:10:43.188>use <00:10:43.305>cases,

237
00:10:45.665 --> 00:10:47.285
<00:10:45.665>but <00:10:46.015>little <00:10:46.365>scaling <00:10:46.714>so <00:10:47.064>far.

238
00:10:47.385 --> 00:10:48.965
<00:10:47.385>So <00:10:47.560>I <00:10:47.735>think <00:10:47.910>there's <00:10:48.085>a <00:10:48.260>lot <00:10:48.435>to <00:10:48.610>be <00:10:48.785>done

239
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<00:10:49.385>to <00:10:49.618>really <00:10:49.851>scale <00:10:50.085>this <00:10:50.318>into <00:10:50.551>the <00:10:50.785>enterprise.

240
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<00:10:51.265>So <00:10:51.392>we <00:10:51.519>are <00:10:51.646>still <00:10:51.774>in <00:10:51.901>the <00:10:52.028>phase <00:10:52.155>of, <00:10:52.283>of <00:10:52.410>things <00:10:52.537>ramping <00:10:52.665>up.

241
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<00:10:54.195>Yeah. <00:10:54.428>Um, <00:10:54.661>well, <00:10:54.895>we're <00:10:55.128>at <00:10:55.361>a <00:10:55.595>conference

242
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<00:10:55.925>called <00:10:56.249>We <00:10:56.573>are <00:10:56.896>developers.

243
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<00:10:57.315>What <00:10:57.548>is <00:10:57.781>everyone <00:10:58.015>doing <00:10:58.248>with <00:10:58.481>their <00:10:58.715>developers?

244
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<00:10:59.505>Are <00:10:59.703>you <00:10:59.901>letting <00:11:00.098>them <00:11:00.297>play <00:11:00.495>with <00:11:00.693>the <00:11:00.891>models?

245
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<00:11:01.385>Are <00:11:01.665>you, <00:11:01.944>uh, <00:11:02.225>letting <00:11:02.505>them <00:11:02.785>kind

246
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<00:11:03.325>of <00:11:03.558>download <00:11:03.791>random <00:11:04.025>open <00:11:04.258>source <00:11:04.491>code <00:11:04.725>and,

247
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<00:11:06.345>and <00:11:06.578>run <00:11:06.811>it, <00:11:07.045>uh, <00:11:07.278>on <00:11:07.511>your <00:11:07.745>systems?

248
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<00:11:08.305>Or <00:11:08.655>what's, <00:11:09.005>what's <00:11:09.354>your <00:11:09.704>approach?

249
00:11:10.585 --> 00:11:13.845
<00:11:10.585>Are <00:11:10.740>you, <00:11:10.896>is <00:11:11.051>it <00:11:11.207>a <00:11:11.362>sandbox, <00:11:11.518>is <00:11:11.673>it <00:11:11.829>a <00:11:11.985>playpen

250
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<00:11:14.145>or <00:11:14.272>are, <00:11:14.399>is <00:11:14.526>there <00:11:14.654>a <00:11:14.781>kind <00:11:14.908>of <00:11:15.035>like, <00:11:15.163>you <00:11:15.290>have <00:11:15.417>a <00:11:15.545>hard

251
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<00:11:16.445>and <00:11:16.678>fast <00:11:16.911>strategy <00:11:17.145>for <00:11:17.378>your <00:11:17.611>development? <00:11:17.845>We,

252
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<00:11:18.285>We <00:11:18.518>have <00:11:18.751>an <00:11:18.985>AI <00:11:19.218>experience <00:11:19.451>lab <00:11:19.685>internally,

253
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<00:11:21.185>and <00:11:21.440>I <00:11:21.696>hope <00:11:21.951>if <00:11:22.207>that <00:11:22.463>you

254
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<00:11:22.785>and <00:11:22.959>in <00:11:23.135>your <00:11:23.310>companies <00:11:23.485>have <00:11:23.660>something <00:11:23.834>like <00:11:24.010>that <00:11:24.185>too,

255
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<00:11:25.445>where <00:11:25.817>you <00:11:26.189>can <00:11:26.560>experiment

256
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<00:11:26.685>with <00:11:26.918>different <00:11:27.151>models <00:11:27.385>in <00:11:27.618>a <00:11:27.851>safe <00:11:28.084>way.

257
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<00:11:28.985>Um, <00:11:29.160>at <00:11:29.335>SAP, <00:11:29.510>more <00:11:29.685>than <00:11:29.860>60,000 <00:11:30.035>people <00:11:30.210>use <00:11:30.385>that

258
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<00:11:33.505>so <00:11:33.705>far <00:11:33.905>from <00:11:34.105>all <00:11:34.305>kinds <00:11:34.505>of <00:11:34.705>different <00:11:34.905>areas.

259
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<00:11:35.865>So <00:11:36.098>we <00:11:36.331>have <00:11:36.565>40 <00:11:36.798>ish <00:11:37.031>thousand <00:11:37.265>developers.

260
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<00:11:37.985>Um, <00:11:38.160>but <00:11:38.335>also <00:11:38.510>like <00:11:38.685>in <00:11:38.860>sales, <00:11:39.035>in <00:11:39.210>marketing, <00:11:39.385>um,

261
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<00:11:41.365>internal <00:11:41.645>productivity, <00:11:41.925>they <00:11:42.205>also <00:11:42.485>use <00:11:42.765>these

262
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<00:11:43.525>models <00:11:43.813>and <00:11:44.101>try <00:11:44.389>things <00:11:44.676>out.

263
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<00:11:45.345>And <00:11:45.485>then, <00:11:45.625>um, <00:11:45.765>there <00:11:45.905>we <00:11:46.045>have <00:11:46.185>like <00:11:46.325>almost <00:11:46.465>30 <00:11:46.605>different <00:11:46.745>model

264
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<00:11:48.805>versions <00:11:50.029>available.

265
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<00:11:50.625>As <00:11:50.800>I <00:11:50.975>mentioned, <00:11:51.150>we <00:11:51.325>partner <00:11:51.500>very <00:11:51.675>broadly <00:11:51.850>because <00:11:52.025>then,

266
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<00:11:53.825>and <00:11:53.980>only <00:11:54.136>then <00:11:54.291>we <00:11:54.447>can <00:11:54.602>pick <00:11:54.758>which <00:11:54.913>are <00:11:55.069>the <00:11:55.225>best

267
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<00:11:56.325>models <00:11:56.605>for <00:11:56.885>which <00:11:57.165>use <00:11:57.445>case. <00:11:57.725>Right,

268
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<00:11:58.735>Right. <00:11:58.915>I <00:11:59.095>see <00:11:59.275>that. <00:11:59.455>And <00:11:59.635>you,

269
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<00:11:59.735>I <00:12:00.518>noticed

270
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<00:12:00.605>that <00:12:00.780>you <00:12:00.955>said <00:12:01.130>the <00:12:01.305>word <00:12:01.480>in <00:12:01.655>a <00:12:01.830>responsible <00:12:02.005>way.

271
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<00:12:03.785>Now <00:12:03.985>what <00:12:04.185>do <00:12:04.385>you <00:12:04.584>mean, <00:12:04.785>let's <00:12:04.985>unpack <00:12:05.185>that.

272
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<00:12:05.925>'cause <00:12:06.080>um, <00:12:06.236>obviously, <00:12:06.391>um, <00:12:06.547>Mercedes, <00:12:06.702>you <00:12:06.858>are, <00:12:07.013>you <00:12:07.169>are, <00:12:07.324>uh,

273
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<00:12:09.265>you <00:12:09.439>know, <00:12:09.615>in <00:12:09.790>responsible <00:12:09.965>for <00:12:10.140>car <00:12:10.314>cars, <00:12:10.490>you're <00:12:10.665>responsible

274
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<00:12:11.925>for <00:12:12.275>people's <00:12:12.625>lives <00:12:12.974>absolutely <00:12:13.324>sake.

275
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<00:12:13.905>So, <00:12:14.138>you <00:12:14.371>know, <00:12:14.605>deploying <00:12:14.838>new <00:12:15.071>technologies <00:12:15.305>is,

276
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<00:12:16.345>you <00:12:16.571>know, <00:12:16.798>quite <00:12:17.025>a <00:12:17.252>big <00:12:17.479>deal.

277
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<00:12:18.125>Absolutely. <00:12:18.280>Um, <00:12:18.436>what <00:12:18.591>sort <00:12:18.747>of <00:12:18.902>res, <00:12:19.058>you <00:12:19.213>know, <00:12:19.369>um, <00:12:19.525>kind

278
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<00:12:20.925>of <00:12:21.125>checks <00:12:21.324>and <00:12:21.525>balances <00:12:21.724>are <00:12:21.925>you <00:12:22.125>putting <00:12:22.324>in?

279
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<00:12:23.085>Because <00:12:23.260>obviously <00:12:23.435>one <00:12:23.610>of <00:12:23.785>the <00:12:23.960>big <00:12:24.135>issues <00:12:24.310>about, <00:12:24.485>um,

280
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<00:12:25.325>generative <00:12:25.605>AI <00:12:25.885>is <00:12:26.165>the <00:12:26.445>training <00:12:26.725>data.

281
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<00:12:27.675>Where's <00:12:27.954>the <00:12:28.234>training <00:12:28.515>data <00:12:28.795>coming <00:12:29.074>from?

282
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<00:12:30.225>Um, <00:12:30.458>and <00:12:30.691>what <00:12:30.925>kind <00:12:31.158>of, <00:12:31.391>you <00:12:31.625>know,

283
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<00:12:32.035>because <00:12:32.268>obviously <00:12:32.501>the <00:12:32.735>things <00:12:32.968>that <00:12:33.201>are <00:12:33.435>kind

284
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<00:12:34.365>of <00:12:34.565>a <00:12:34.765>black <00:12:34.965>box <00:12:35.165>at <00:12:35.365>the <00:12:35.565>moment, <00:12:35.765>right?

285
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<00:12:35.925>And <00:12:36.080>you <00:12:36.236>still <00:12:36.391>have <00:12:36.547>to <00:12:36.702>do <00:12:36.858>a <00:12:37.013>lot <00:12:37.169>of <00:12:37.324>testing

286
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<00:12:37.785>to <00:12:38.018>make <00:12:38.251>sure <00:12:38.485>it's <00:12:38.718>accurate <00:12:38.951>when <00:12:39.185>it,

287
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<00:12:39.605>whenever <00:12:39.838>it, <00:12:40.071>whatever <00:12:40.305>it <00:12:40.538>comes <00:12:40.771>up <00:12:41.005>with.

288
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<00:12:42.045>Absolutely. <00:12:42.219>So <00:12:42.395>we <00:12:42.569>already, <00:12:42.745>um, <00:12:42.920>gave <00:12:43.094>ourself <00:12:43.270>a <00:12:43.444>code

289
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<00:12:44.925>of <00:12:45.052>conduct, <00:12:45.179>so <00:12:45.306>to <00:12:45.434>say, <00:12:45.561>in <00:12:45.688>2019 <00:12:45.815>to <00:12:45.943>use <00:12:46.070>gene <00:12:46.197>AI <00:12:46.324>responsibly.

290
00:12:49.705 --> 00:12:54.525
<00:12:49.705>And, <00:12:49.832>um, <00:12:49.959>we <00:12:50.086>have, <00:12:50.214>um, <00:12:50.341>um, <00:12:50.468>a <00:12:50.595>process <00:12:50.723>to <00:12:50.850>check <00:12:50.977>how <00:12:51.105>risky,

291
00:12:55.185 --> 00:12:57.365
<00:12:55.185>um, <00:12:55.385>the <00:12:55.584>use <00:12:55.785>cases <00:12:55.984>are <00:12:56.185>from <00:12:56.385>our <00:12:56.584>perspective

292
00:12:57.505 --> 00:12:59.805
<00:12:57.505>and <00:12:57.680>which <00:12:57.855>kind <00:12:58.030>of <00:12:58.205>certification <00:12:58.380>they <00:12:58.555>have <00:12:58.730>to <00:12:58.905>go

293
00:12:59.805 --> 00:13:01.285
<00:12:59.805>through <00:13:00.471>internal <00:13:01.137>certification

294
00:13:01.665 --> 00:13:03.485
<00:13:01.665>before <00:13:01.944>they <00:13:02.224>can <00:13:02.505>deploy <00:13:02.785>their <00:13:03.064>models.

295
00:13:03.945 --> 00:13:05.445
<00:13:03.945>Um, <00:13:04.170>but <00:13:04.395>we <00:13:04.620>also <00:13:04.845>have <00:13:05.070>a <00:13:05.295>playground

296
00:13:05.615 --> 00:13:07.485
<00:13:05.615>where <00:13:05.848>we <00:13:06.081>can <00:13:06.315>test <00:13:06.548>things <00:13:06.781>out, <00:13:07.015>um,

297
00:13:07.505 --> 00:13:08.965
<00:13:07.505>before <00:13:07.833>we <00:13:08.162>take <00:13:08.490>things <00:13:08.819>live.

298
00:13:09.625 --> 00:13:13.285
<00:13:09.625>But, <00:13:09.780>um, <00:13:09.936>Mercedes <00:13:10.091>is <00:13:10.247>always, <00:13:10.402>um, <00:13:10.558>very <00:13:10.713>careful <00:13:10.869>in <00:13:11.025>regards

299
00:13:13.285 --> 00:13:16.885
<00:13:13.285>to <00:13:13.440>governance <00:13:13.596>in, <00:13:13.751>in <00:13:13.907>ensuring <00:13:14.062>that, <00:13:14.218>especially <00:13:14.373>in <00:13:14.529>the <00:13:14.685>car,

300
00:13:17.265 --> 00:13:21.845
<00:13:17.265>but <00:13:17.392>also <00:13:17.519>in <00:13:17.646>the <00:13:17.774>enterprise <00:13:17.901>IT <00:13:18.028>world <00:13:18.155>that <00:13:18.283>we, <00:13:18.410>um, <00:13:18.537>take <00:13:18.665>Yeah.

301
00:13:21.945 --> 00:13:25.005
<00:13:21.945>All, <00:13:22.178>all <00:13:22.411>precautions <00:13:22.645>to <00:13:22.878>ensure <00:13:23.111>that, <00:13:23.345>um,

302
00:13:25.025 --> 00:13:26.645
<00:13:25.025>we <00:13:25.258>don't <00:13:25.491>do <00:13:25.725>any <00:13:25.958>harm <00:13:26.191>to <00:13:26.425>anyone.

303
00:13:27.295 --> 00:13:29.285
<00:13:27.295>Right. <00:13:27.528>So <00:13:27.761>how <00:13:27.995>do <00:13:28.228>you <00:13:28.461>make <00:13:28.694>section

304
00:13:29.285 --> 00:13:30.765
<00:13:29.285>that <00:13:29.475>off <00:13:29.665>from <00:13:29.855>the <00:13:30.046>rest <00:13:30.236>of <00:13:30.426>the <00:13:30.617>organization?

305
00:13:30.865 --> 00:13:33.365
<00:13:30.865>Are <00:13:31.005>you <00:13:31.145>doing <00:13:31.285>a <00:13:31.425>lot <00:13:31.565>of <00:13:31.705>sandboxing, <00:13:31.845>a <00:13:31.985>lot <00:13:32.125>of <00:13:32.265>testing?

306
00:13:33.905 --> 00:13:35.005
<00:13:33.905>Yes. <00:13:34.152>Um, <00:13:34.400>we <00:13:34.647>do <00:13:34.895>testing

307
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<00:13:35.145>and <00:13:35.425>then <00:13:35.704>we <00:13:35.985>do <00:13:36.265>internal <00:13:36.545>certification.

308
00:13:37.175 --> 00:13:38.925
<00:13:37.175>Right. <00:13:37.525>Um, <00:13:37.875>before <00:13:38.224>we <00:13:38.574>deploy.

309
00:13:39.605 --> 00:13:42.325
<00:13:39.605>I <00:13:39.885>see. <00:13:40.165>Right. <00:13:40.445>And, <00:13:40.725>um, <00:13:41.005>and,

310
00:13:42.325 --> 00:13:45.485
<00:13:42.325>and <00:13:42.465>what's <00:13:42.605>the <00:13:42.745>split <00:13:42.885>between <00:13:43.025>what <00:13:43.165>you <00:13:43.305>are <00:13:43.445>working <00:13:43.585>on, <00:13:43.725>say

311
00:13:45.625 --> 00:13:46.685
<00:13:45.625>inside <00:13:46.102>the <00:13:46.579>enterprise

312
00:13:46.905 --> 00:13:50.245
<00:13:46.905>and <00:13:47.079>versus <00:13:47.255>actually <00:13:47.430>in <00:13:47.605>that <00:13:47.780>goes <00:13:47.954>into <00:13:48.130>the <00:13:48.305>cars?

313
00:13:50.795 --> 00:13:53.765
<00:13:50.795>Well, <00:13:50.935>in <00:13:51.074>the <00:13:51.214>car <00:13:51.354>we <00:13:51.495>have <00:13:51.635>to <00:13:51.775>be <00:13:51.915>even <00:13:52.055>more <00:13:52.194>careful

314
00:13:53.765 --> 00:13:56.285
<00:13:53.765>because <00:13:53.965>they're <00:13:54.165>actually <00:13:54.365>human <00:13:54.564>beings <00:13:54.765>driving <00:13:54.965>those <00:13:55.165>cars.

315
00:13:56.705 --> 00:14:00.285
<00:13:56.705>So <00:13:56.845>at <00:13:56.985>the <00:13:57.125>moment, <00:13:57.265>So <00:13:57.405>absolutely, <00:13:57.545>we, <00:13:57.685>we <00:13:57.825>have <00:13:57.965>to <00:13:58.105>ensure

316
00:14:00.285 --> 00:14:03.725
<00:14:00.285>that, <00:14:00.459>um, <00:14:00.635>that <00:14:00.810>all <00:14:00.985>the <00:14:01.160>models <00:14:01.334>are <00:14:01.510>tested, <00:14:01.685>um,

317
00:14:03.725 --> 00:14:05.445
<00:14:03.725>that <00:14:03.958>we <00:14:04.191>are <00:14:04.425>a <00:14:04.658>hundred <00:14:04.891>percent <00:14:05.125>sure

318
00:14:05.445 --> 00:14:07.245
<00:14:05.445>that <00:14:05.645>we <00:14:05.845>don't <00:14:06.045>do <00:14:06.245>any <00:14:06.445>harm <00:14:06.645>to <00:14:06.845>anyone.

319
00:14:07.785 --> 00:14:11.325
<00:14:07.785>So, <00:14:07.912>um, <00:14:08.039>there <00:14:08.166>we, <00:14:08.294>we <00:14:08.421>label <00:14:08.548>almost <00:14:08.675>all <00:14:08.803>use <00:14:08.930>cases, <00:14:09.057>high <00:14:09.185>risk.

320
00:14:11.785 --> 00:14:15.165
<00:14:11.785>So <00:14:11.940>that <00:14:12.096>means <00:14:12.251>a <00:14:12.407>lot <00:14:12.562>of <00:14:12.718>deeper <00:14:12.873>certification, <00:14:13.029>deeper <00:14:13.185>checks,

321
00:14:15.305 --> 00:14:16.485
<00:14:15.305>um, <00:14:15.836>within, <00:14:16.367>right.

322
00:14:16.585 --> 00:14:18.685
<00:14:16.585>Um, <00:14:16.865>the <00:14:17.145>team <00:14:17.425>before <00:14:17.705>we <00:14:17.985>deploy,

323
00:14:19.225 --> 00:14:22.165
<00:14:19.225>but <00:14:19.400>even <00:14:19.575>in <00:14:19.750>the <00:14:19.925>enterprise <00:14:20.100>area, <00:14:20.275>um, <00:14:20.450>so <00:14:20.625>especially

324
00:14:22.165 --> 00:14:25.885
<00:14:22.165>where <00:14:22.339>we <00:14:22.515>use <00:14:22.689>data, <00:14:22.865>um, <00:14:23.040>that <00:14:23.214>is, <00:14:23.390>is, <00:14:23.564>um,

325
00:14:26.645 --> 00:14:29.885
<00:14:26.645>personal <00:14:26.819>data <00:14:26.995>related, <00:14:27.170>those <00:14:27.345>are <00:14:27.520>always <00:14:27.694>labeled <00:14:27.870>high <00:14:28.045>risk.

326
00:14:30.265 --> 00:14:33.325
<00:14:30.265>So <00:14:30.405>we <00:14:30.545>deploy <00:14:30.685>in <00:14:30.824>our <00:14:30.965>customer <00:14:31.105>care <00:14:31.245>center, <00:14:31.385>for <00:14:31.525>example, <00:14:31.665>we,

327
00:14:33.345 --> 00:14:34.885
<00:14:33.345>we <00:14:33.576>deploy <00:14:33.807>a <00:14:34.038>lot <00:14:34.269>of <00:14:34.500>data <00:14:34.731>ai,

328
00:14:35.185 --> 00:14:37.365
<00:14:35.185>but, <00:14:35.340>um, <00:14:35.496>when <00:14:35.651>you <00:14:35.807>have <00:14:35.962>a <00:14:36.118>breakdown <00:14:36.273>in <00:14:36.429>your <00:14:36.584>car,

329
00:14:37.365 --> 00:14:39.045
<00:14:37.365>you <00:14:37.565>don't <00:14:37.765>wanna <00:14:37.965>speak <00:14:38.165>to <00:14:38.365>a <00:14:38.565>chat <00:14:38.765>bot.

330
00:14:39.075 --> 00:14:40.765
<00:14:39.075>Yeah. <00:14:39.275>You <00:14:39.475>wanna <00:14:39.675>speak <00:14:39.875>to <00:14:40.075>a <00:14:40.275>human <00:14:40.475>being.

331
00:14:41.425 --> 00:14:45.005
<00:14:41.425>So <00:14:41.599>therefore, <00:14:41.775>um, <00:14:41.949>we <00:14:42.125>just <00:14:42.300>support <00:14:42.474>our <00:14:42.650>customer <00:14:42.824>support

332
00:14:45.005 --> 00:14:48.765
<00:14:45.005>center <00:14:45.205>employees <00:14:45.405>to <00:14:45.605>use <00:14:45.805>Genai <00:14:46.005>while <00:14:46.205>they're <00:14:46.405>speaking

333
00:14:49.145 --> 00:14:52.165
<00:14:49.145>to <00:14:49.345>someone <00:14:49.545>who's, <00:14:49.745>um, <00:14:49.944>maybe <00:14:50.145>a <00:14:50.345>little <00:14:50.545>upset

334
00:14:52.165 --> 00:14:53.405
<00:14:52.165>because <00:14:52.723>something's <00:14:53.281>happening.

335
00:14:53.465 --> 00:14:56.285
<00:14:53.465>So <00:14:53.665>we <00:14:53.865>always <00:14:54.065>try <00:14:54.265>to <00:14:54.465>think <00:14:54.665>human <00:14:54.865>first

336
00:14:56.465 --> 00:14:59.125
<00:14:56.465>and <00:14:56.620>then, <00:14:56.776>um, <00:14:56.931>technology <00:14:57.087>as <00:14:57.242>a <00:14:57.398>support <00:14:57.553>for <00:14:57.709>the <00:14:57.865>human.

337
00:14:59.705 --> 00:15:01.205
<00:14:59.705>So <00:14:59.975>keeping <00:15:00.245>humans <00:15:00.515>in <00:15:00.785>the <00:15:01.055>loop.

338
00:15:01.545 --> 00:15:02.765
<00:15:01.545>Yes. <00:15:01.819>Um, <00:15:02.093>to <00:15:02.368>I <00:15:02.643>see.

339
00:15:02.825 --> 00:15:05.085
<00:15:02.825>To <00:15:03.025>ensure <00:15:03.225>that <00:15:03.425>we <00:15:03.625>use <00:15:03.825>it <00:15:04.025>responsibly. <00:15:04.225>And

340
00:15:05.085 --> 00:15:06.285
<00:15:05.085>What <00:15:05.355>sort <00:15:05.625>of <00:15:05.895>safety <00:15:06.165>procedures

341
00:15:06.285 --> 00:15:08.085
<00:15:06.285>and <00:15:06.564>sort <00:15:06.844>of, <00:15:07.125>um, <00:15:07.405>you <00:15:07.685>know,

342
00:15:08.415 --> 00:15:10.365
<00:15:08.415>sandboxing <00:15:08.694>are <00:15:08.974>you <00:15:09.255>doing <00:15:09.535>with <00:15:09.814>Accenture?

343
00:15:11.125 --> 00:15:14.365
<00:15:11.125>I <00:15:11.252>mean, <00:15:11.379>we <00:15:11.506>mostly <00:15:11.634>advise <00:15:11.761>our <00:15:11.888>clients <00:15:12.015>on <00:15:12.143>what <00:15:12.270>to <00:15:12.397>do <00:15:12.525>now,

344
00:15:14.385 --> 00:15:17.685
<00:15:14.385>how <00:15:14.540>to <00:15:14.696>drive, <00:15:14.851>uh, <00:15:15.007>generative <00:15:15.162>AI <00:15:15.318>in <00:15:15.473>a <00:15:15.629>responsible <00:15:15.785>way.

345
00:15:18.065 --> 00:15:20.205
<00:15:18.065>And <00:15:18.240>like <00:15:18.415>I <00:15:18.590>think <00:15:18.765>many <00:15:18.940>of <00:15:19.115>our <00:15:19.290>clients, <00:15:19.465>uh,

346
00:15:20.235 --> 00:15:21.805
<00:15:20.235>have <00:15:20.585>realized <00:15:20.935>they <00:15:21.285>need <00:15:21.635>something.

347
00:15:21.805 --> 00:15:23.165
<00:15:21.805>Everybody <00:15:22.111>is <00:15:22.416>talking <00:15:22.723>about <00:15:23.029>it,

348
00:15:23.185 --> 00:15:26.605
<00:15:23.185>but <00:15:23.340>not <00:15:23.496>even <00:15:23.651>10% <00:15:23.807>have <00:15:23.962>a <00:15:24.118>sound <00:15:24.273>framework <00:15:24.429>in <00:15:24.584>place

349
00:15:26.605 --> 00:15:28.965
<00:15:26.605>because <00:15:26.760>there <00:15:26.916>are <00:15:27.071>so <00:15:27.227>many <00:15:27.382>new <00:15:27.538>things <00:15:27.693>to <00:15:27.849>be <00:15:28.005>explored.

350
00:15:29.085 --> 00:15:30.765
<00:15:29.085>I <00:15:29.318>mean, <00:15:29.551>there <00:15:29.785>are <00:15:30.018>concerns <00:15:30.251>about <00:15:30.485>buyers,

351
00:15:30.855 --> 00:15:33.525
<00:15:30.855>about <00:15:31.205>hallucination, <00:15:31.555>about <00:15:31.905>copyright, <00:15:32.255>uh,

352
00:15:33.905 --> 00:15:35.885
<00:15:33.905>and <00:15:34.255>about <00:15:34.605>new <00:15:34.954>security <00:15:35.305>risks.

353
00:15:36.345 --> 00:15:40.965
<00:15:36.345>So <00:15:36.545>I <00:15:36.745>think <00:15:36.945>introducing <00:15:37.145>really <00:15:37.345>new <00:15:37.545>principles <00:15:37.745>on

354
00:15:40.965 --> 00:15:42.405
<00:15:40.965>how <00:15:41.224>you <00:15:41.483>deal <00:15:41.742>with <00:15:42.001>this <00:15:42.261>technology,

355
00:15:42.505 --> 00:15:45.565
<00:15:42.505>but <00:15:42.705>then <00:15:42.905>also <00:15:43.105>adjust <00:15:43.305>your <00:15:43.505>risk <00:15:43.705>management <00:15:43.905>practices.

356
00:15:45.945 --> 00:15:48.205
<00:15:45.945>And <00:15:46.225>then <00:15:46.505>you <00:15:46.785>mentioned <00:15:47.065>testing, <00:15:47.345>Mike.

357
00:15:48.405 --> 00:15:50.165
<00:15:48.405>I <00:15:48.605>mean, <00:15:48.805>you <00:15:49.005>cannot <00:15:49.204>do <00:15:49.405>this <00:15:49.605>on <00:15:49.805>paper.

358
00:15:50.505 --> 00:15:54.565
<00:15:50.505>We <00:15:50.632>need <00:15:50.759>tools, <00:15:50.886>we <00:15:51.014>need, <00:15:51.141>uh, <00:15:51.268>instruments <00:15:51.395>to <00:15:51.523>do <00:15:51.650>this <00:15:51.777>in <00:15:51.905>a,

359
00:15:54.565 --> 00:15:55.565
<00:15:54.565>in <00:15:54.865>an <00:15:55.165>automated <00:15:55.465>way.

360
00:15:55.565 --> 00:15:57.805
<00:15:55.565>And <00:15:55.692>I <00:15:55.819>think <00:15:55.946>that's <00:15:56.074>a <00:15:56.201>call <00:15:56.328>out <00:15:56.455>to <00:15:56.583>all <00:15:56.710>the <00:15:56.837>developers <00:15:56.965>here

361
00:15:58.145 --> 00:16:01.085
<00:15:58.145>to <00:15:58.300>help <00:15:58.456>developing <00:15:58.611>those <00:15:58.767>technologies <00:15:58.922>that <00:15:59.078>we <00:15:59.233>do <00:15:59.389>not <00:15:59.545>have

362
00:16:01.085 --> 00:16:04.005
<00:16:01.085>to <00:16:01.260>today <00:16:01.435>to <00:16:01.610>detect <00:16:01.785>this <00:16:01.960>in <00:16:02.135>an <00:16:02.310>automated <00:16:02.485>way.

363
00:16:04.265 --> 00:16:07.645
<00:16:04.265>And <00:16:04.381>I <00:16:04.498>think <00:16:04.615>there's <00:16:04.731>a <00:16:04.848>huge, <00:16:04.965>uh, <00:16:05.081>piece <00:16:05.198>of <00:16:05.314>work <00:16:05.431>to <00:16:05.548>be <00:16:05.665>done

364
00:16:07.875 --> 00:16:09.485
<00:16:07.875>that <00:16:08.155>we <00:16:08.435>can <00:16:08.715>control <00:16:08.995>these <00:16:09.275>systems.

365
00:16:10.355 --> 00:16:13.205
<00:16:10.355>Well, <00:16:10.495>and <00:16:10.635>um, <00:16:10.775>obviously <00:16:10.915>one <00:16:11.055>of <00:16:11.195>the <00:16:11.335>big <00:16:11.475>issues <00:16:11.615>that's <00:16:11.755>been,

366
00:16:13.265 --> 00:16:17.085
<00:16:13.265>um, <00:16:13.405>bubbling <00:16:13.545>up <00:16:13.685>over <00:16:13.824>the <00:16:13.965>last <00:16:14.105>few <00:16:14.245>months <00:16:14.385>and <00:16:14.525>last <00:16:14.665>year

367
00:16:17.085 --> 00:16:21.325
<00:16:17.085>or <00:16:17.201>so, <00:16:17.318>is <00:16:17.435>that, <00:16:17.551>is <00:16:17.668>the, <00:16:17.785>is <00:16:17.901>the <00:16:18.018>sheer <00:16:18.135>amount <00:16:18.251>of <00:16:18.368>compute <00:16:18.485>power

368
00:16:21.355 --> 00:16:25.085
<00:16:21.355>that <00:16:21.530>is <00:16:21.705>required <00:16:21.880>to <00:16:22.055>make <00:16:22.230>generative <00:16:22.405>ai, <00:16:22.580>uh, <00:16:22.755>run

369
00:16:25.145 --> 00:16:28.645
<00:16:25.145>or <00:16:25.300>these <00:16:25.456>models <00:16:25.611>run, <00:16:25.767>um, <00:16:25.922>both <00:16:26.078>either <00:16:26.233>in <00:16:26.389>the <00:16:26.545>cloud

370
00:16:28.745 --> 00:16:31.205
<00:16:28.745>or <00:16:28.920>wherever <00:16:29.095>it <00:16:29.270>is <00:16:29.445>on <00:16:29.620>premise, <00:16:29.795>you <00:16:29.970>know, <00:16:30.145>running,

371
00:16:31.235 --> 00:16:33.885
<00:16:31.235>running <00:16:31.435>machines <00:16:31.635>hot, <00:16:31.835>you <00:16:32.035>know, <00:16:32.235>some <00:16:32.435>say <00:16:32.635>it's,

372
00:16:33.945 --> 00:16:36.485
<00:16:33.945>it <00:16:34.100>is <00:16:34.256>potentially <00:16:34.411>more <00:16:34.567>than <00:16:34.722>even, <00:16:34.878>um, <00:16:35.033>you <00:16:35.189>know, <00:16:35.345>some

373
00:16:36.485 --> 00:16:37.565
<00:16:36.485>of <00:16:36.809>the <00:16:37.133>blockchain <00:16:37.457>technologies.

374
00:16:38.105 --> 00:16:40.765
<00:16:38.105>So <00:16:38.232>what <00:16:38.359>sort <00:16:38.486>of <00:16:38.614>things <00:16:38.741>are <00:16:38.868>you <00:16:38.995>guys <00:16:39.123>doing <00:16:39.250>in <00:16:39.377>on <00:16:39.505>the

375
00:16:40.765 --> 00:16:41.885
<00:16:40.765>environmental <00:16:41.773>aspect?

376
00:16:42.345 --> 00:16:44.805
<00:16:42.345>Um, <00:16:42.578>because <00:16:42.811>it's, <00:16:43.045>it <00:16:43.278>obviously <00:16:43.511>it's <00:16:43.745>a,

377
00:16:45.035 --> 00:16:48.565
<00:16:45.035>it's <00:16:45.209>beholden <00:16:45.385>on <00:16:45.560>technology <00:16:45.735>companies <00:16:45.910>to <00:16:46.084>be <00:16:46.260>more <00:16:46.435>aware

378
00:16:48.585 --> 00:16:50.565
<00:16:48.585>of <00:16:48.935>the <00:16:49.285>carbon <00:16:49.635>emissions, <00:16:49.985>uh,

379
00:16:50.565 --> 00:16:52.485
<00:16:50.565>in <00:16:50.740>the <00:16:50.915>modern <00:16:51.090>world. <00:16:51.265>What <00:16:51.440>would <00:16:51.615>you <00:16:51.790>say? <00:16:51.965>Uh,

380
00:16:53.365 --> 00:16:56.085
<00:16:53.365>I <00:16:53.520>think <00:16:53.676>there's <00:16:53.831>a <00:16:53.987>lot <00:16:54.142>of <00:16:54.298>discussion <00:16:54.453>about <00:16:54.609>the <00:16:54.765>energy

381
00:16:56.085 --> 00:17:00.005
<00:16:56.085>consumption, <00:16:56.240>also <00:16:56.396>the <00:16:56.551>water <00:16:56.707>impact, <00:16:56.862>uh, <00:16:57.018>waste <00:16:57.173>coming <00:16:57.329>out <00:16:57.485>of,

382
00:17:00.425 --> 00:17:02.805
<00:17:00.425>uh, <00:17:00.704>the <00:17:00.984>increasing <00:17:01.265>use <00:17:01.545>of, <00:17:01.824>uh,

383
00:17:02.805 --> 00:17:05.245
<00:17:02.805>generative <00:17:03.155>AI <00:17:03.505>in <00:17:03.854>particular <00:17:04.204>technologies.

384
00:17:05.865 --> 00:17:09.645
<00:17:05.865>And <00:17:05.981>I <00:17:06.098>think <00:17:06.214>this <00:17:06.331>is <00:17:06.448>right, <00:17:06.565>we <00:17:06.681>have <00:17:06.798>to <00:17:06.915>be <00:17:07.031>very <00:17:07.148>mindful <00:17:07.265>on

385
00:17:09.645 --> 00:17:11.205
<00:17:09.645>what <00:17:09.925>sort <00:17:10.204>of <00:17:10.484>models, <00:17:10.764>what <00:17:11.045>sort

386
00:17:11.205 --> 00:17:13.845
<00:17:11.204>of <00:17:11.405>technologies <00:17:11.605>do <00:17:11.804>we <00:17:12.004>use <00:17:12.204>for <00:17:12.405>what <00:17:12.605>purpose.

387
00:17:14.025 --> 00:17:18.245
<00:17:14.025>So <00:17:14.165>I <00:17:14.305>think <00:17:14.445>applying <00:17:14.585>this <00:17:14.725>concept <00:17:14.865>of <00:17:15.005>frugality, <00:17:15.145>so <00:17:15.285>do <00:17:15.425>use

388
00:17:18.385 --> 00:17:20.485
<00:17:18.385>as <00:17:18.585>little <00:17:18.785>as <00:17:18.984>possible <00:17:19.185>to <00:17:19.385>solve <00:17:19.585>the <00:17:19.785>problem.

389
00:17:20.615 --> 00:17:24.485
<00:17:20.615>Don't <00:17:20.770>throw <00:17:20.926>a <00:17:21.081>simple <00:17:21.237>text <00:17:21.392>summarization <00:17:21.548>at <00:17:21.703>GPT <00:17:21.859>for <00:17:22.015>Omni.

390
00:17:24.635 --> 00:17:25.885
<00:17:24.635>It's <00:17:25.010>not <00:17:25.385>required. <00:17:25.760>Right.

391
00:17:25.905 --> 00:17:28.245
<00:17:25.905>It, <00:17:26.138>and <00:17:26.371>I <00:17:26.605>think <00:17:26.838>there, <00:17:27.071>we <00:17:27.305>have

392
00:17:28.245 --> 00:17:30.005
<00:17:28.244>to <00:17:28.478>do <00:17:28.711>much <00:17:28.945>more <00:17:29.178>in <00:17:29.411>this <00:17:29.645>space.

393
00:17:30.205 --> 00:17:31.565
<00:17:30.205>I <00:17:30.379>see. <00:17:30.554>But <00:17:30.729>I <00:17:30.904>think <00:17:31.079>there's <00:17:31.254>a <00:17:31.429>big,

394
00:17:31.585 --> 00:17:33.925
<00:17:31.585>but <00:17:31.818>we <00:17:32.051>also <00:17:32.285>have <00:17:32.518>to <00:17:32.751>acknowledge <00:17:32.985>that

395
00:17:34.445 --> 00:17:37.365
<00:17:34.445>digitization <00:17:34.911>can <00:17:35.378>significantly <00:17:35.845>contribute

396
00:17:37.365 --> 00:17:40.885
<00:17:37.365>to <00:17:37.565>achieving <00:17:37.765>our <00:17:37.965>carbon <00:17:38.165>emission, <00:17:38.365>uh, <00:17:38.565>savings <00:17:38.765>targets.

397
00:17:40.885 --> 00:17:43.685
<00:17:40.885>And <00:17:41.085>we <00:17:41.285>will <00:17:41.485>need <00:17:41.685>technologies <00:17:41.885>to <00:17:42.085>get <00:17:42.285>there.

398
00:17:43.915 --> 00:17:45.885
<00:17:43.915>Like <00:17:44.070>if <00:17:44.226>you <00:17:44.381>just <00:17:44.537>look <00:17:44.692>at <00:17:44.848>in <00:17:45.003>the <00:17:45.159>car <00:17:45.315>industry,

399
00:17:45.995 --> 00:17:48.885
<00:17:45.995>compare <00:17:46.195>crashing <00:17:46.395>a <00:17:46.594>real <00:17:46.794>car <00:17:46.995>onto <00:17:47.195>the <00:17:47.395>wall

400
00:17:48.885 --> 00:17:51.005
<00:17:48.885>and <00:17:49.085>damaging <00:17:49.285>it <00:17:49.485>is <00:17:49.685>part <00:17:49.885>of <00:17:50.085>a <00:17:50.285>test

401
00:17:51.465 --> 00:17:53.925
<00:17:51.465>or <00:17:51.620>doing <00:17:51.776>the <00:17:51.931>same <00:17:52.087>thing <00:17:52.242>in <00:17:52.398>a <00:17:52.553>high <00:17:52.709>performance <00:17:52.865>computing

402
00:17:53.925 --> 00:17:56.565
<00:17:53.925>environment, <00:17:54.158>how <00:17:54.391>much <00:17:54.625>resources <00:17:54.858>does <00:17:55.091>it <00:17:55.325>consume?

403
00:17:56.565 --> 00:18:00.405
<00:17:56.565>Right. <00:17:56.740>And <00:17:56.915>digitization <00:17:57.090>has <00:17:57.265>a <00:17:57.440>big <00:17:57.615>lever <00:17:57.790>to <00:17:57.965>play

404
00:18:00.945 --> 00:18:04.525
<00:18:00.945>in <00:18:01.145>our <00:18:01.345>transition <00:18:01.544>into <00:18:01.745>a <00:18:01.945>carbon <00:18:02.145>neutral <00:18:02.345>world.

405
00:18:04.985 --> 00:18:08.965
<00:18:04.985>We <00:18:05.140>did <00:18:05.296>a <00:18:05.451>analysis <00:18:05.607>with <00:18:05.762>here <00:18:05.918>for <00:18:06.073>Germany, <00:18:06.229>we <00:18:06.385>saw

406
00:18:08.965 --> 00:18:10.925
<00:18:08.965>that <00:18:09.245>we <00:18:09.524>can <00:18:09.804>achieve <00:18:10.084>between <00:18:10.365>15

407
00:18:10.945 --> 00:18:14.645
<00:18:10.945>and <00:18:11.145>25% <00:18:11.345>of <00:18:11.544>the <00:18:11.745>savings <00:18:11.945>targets <00:18:12.145>until <00:18:12.345>2030.

408
00:18:14.785 --> 00:18:17.165
<00:18:14.785>So <00:18:14.985>in <00:18:15.185>the <00:18:15.385>next <00:18:15.585>six <00:18:15.785>years <00:18:15.985>can <00:18:16.185>come

409
00:18:17.345 --> 00:18:21.485
<00:18:17.345>and <00:18:17.500>a <00:18:17.656>piece <00:18:17.811>must <00:18:17.967>come <00:18:18.122>from <00:18:18.278>digitizing <00:18:18.433>our <00:18:18.589>energy <00:18:18.745>systems,

410
00:18:22.045 --> 00:18:24.445
<00:18:22.045>mobility <00:18:22.325>buildings, <00:18:22.605>agriculture, <00:18:22.885>and <00:18:23.165>so <00:18:23.445>on.

411
00:18:24.445 --> 00:18:27.565
<00:18:24.445>Yes. <00:18:24.620>Hopefully <00:18:24.794>using <00:18:24.970>generative <00:18:25.145>AI <00:18:25.320>actually <00:18:25.495>gets <00:18:25.669>us <00:18:25.845>over

412
00:18:27.565 --> 00:18:29.685
<00:18:27.565>that <00:18:27.765>hurdle <00:18:27.965>where <00:18:28.165>we <00:18:28.365>can <00:18:28.565>actually <00:18:28.765>more <00:18:28.965>efficient.

413
00:18:29.685 --> 00:18:31.885
<00:18:29.685>Exactly. <00:18:29.860>What <00:18:30.034>are <00:18:30.210>you, <00:18:30.385>what, <00:18:30.560>what <00:18:30.735>about <00:18:30.909>both <00:18:31.085>of

414
00:18:31.885 --> 00:18:32.885
<00:18:31.885>You? <00:18:32.035>Maybe, <00:18:32.185>maybe <00:18:32.335>let <00:18:32.485>me <00:18:32.635>add <00:18:32.785>on

415
00:18:32.885 --> 00:18:33.685
<00:18:32.885>so <00:18:33.605>sorry.

416
00:18:34.145 --> 00:18:36.605
<00:18:34.145>But, <00:18:34.425>um, <00:18:34.705>so <00:18:34.985>absolutely <00:18:35.264>we <00:18:35.545>have

417
00:18:36.605 --> 00:18:38.405
<00:18:36.605>to <00:18:36.955>consider <00:18:37.305>the <00:18:37.655>energy <00:18:38.005>consumption.

418
00:18:38.405 --> 00:18:41.445
<00:18:38.405>Nevertheless, <00:18:38.560>gen <00:18:38.716>AI <00:18:38.871>can <00:18:39.027>help <00:18:39.182>us <00:18:39.338>also <00:18:39.493>to <00:18:39.649>save <00:18:39.805>energy.

419
00:18:41.865 --> 00:18:44.965
<00:18:41.865>So <00:18:41.992>in <00:18:42.119>our <00:18:42.246>plans, <00:18:42.374>for <00:18:42.501>example, <00:18:42.628>in <00:18:42.755>Rashad, <00:18:42.883>we <00:18:43.010>have <00:18:43.137>been <00:18:43.265>able

420
00:18:44.985 --> 00:18:47.725
<00:18:44.985>to <00:18:45.264>reduce <00:18:45.544>energy <00:18:45.824>consumption <00:18:46.104>by <00:18:46.385>20%

421
00:18:47.835 --> 00:18:50.205
<00:18:47.835>because <00:18:48.068>we, <00:18:48.301>um, <00:18:48.535>we <00:18:48.768>leveraged <00:18:49.001>an <00:18:49.235>ai.

422
00:18:50.265 --> 00:18:52.925
<00:18:50.265>So <00:18:50.498>it's <00:18:50.731>also <00:18:50.965>about <00:18:51.198>optimization <00:18:51.431>of, <00:18:51.665>um,

423
00:18:53.055 --> 00:18:55.685
<00:18:53.055>production <00:18:53.521>processes, <00:18:53.988>of <00:18:54.455>virtualization,

424
00:18:55.865 --> 00:18:57.205
<00:18:55.865>of <00:18:56.468>production <00:18:57.071>processes.

425
00:18:57.545 --> 00:19:01.325
<00:18:57.545>So <00:18:57.685>it's <00:18:57.825>helping <00:18:57.965>us <00:18:58.105>to, <00:18:58.245>to <00:18:58.385>use <00:18:58.525>the <00:18:58.665>energy <00:18:58.805>more <00:18:58.945>wisely

426
00:19:01.985 --> 00:19:05.565
<00:19:01.985>to <00:19:02.112>ensure <00:19:02.239>that, <00:19:02.366>um, <00:19:02.494>we <00:19:02.621>don't <00:19:02.748>need, <00:19:02.875>we <00:19:03.003>don't <00:19:03.130>need <00:19:03.257>so <00:19:03.385>much

427
00:19:05.585 --> 00:19:07.525
<00:19:05.585>and <00:19:05.818>we <00:19:06.051>can <00:19:06.285>reach <00:19:06.518>our <00:19:06.751>sustainability <00:19:06.985>goals.

428
00:19:07.985 --> 00:19:09.645
<00:19:07.985>So, <00:19:08.334>um, <00:19:08.685>sorry <00:19:09.034>for <00:19:09.385>interruption,

429
00:19:09.645 --> 00:19:11.125
<00:19:09.645>but <00:19:09.835>I <00:19:10.025>just <00:19:10.215>wanted <00:19:10.406>to <00:19:10.596>make <00:19:10.786>that <00:19:10.977>point.

430
00:19:11.795 --> 00:19:13.405
<00:19:11.795>It's, <00:19:12.145>yes, <00:19:12.495>it's <00:19:12.845>consuming <00:19:13.195>energy,

431
00:19:13.465 --> 00:19:16.005
<00:19:13.465>but <00:19:13.639>it <00:19:13.814>also <00:19:13.990>helps <00:19:14.165>us <00:19:14.340>to <00:19:14.514>save <00:19:14.689>energy, <00:19:14.865>right?

432
00:19:16.005 --> 00:19:18.085
<00:19:16.005>Yeah. <00:19:16.205>On <00:19:16.405>a <00:19:16.605>corporate <00:19:16.805>level, <00:19:17.005>I <00:19:17.205>mean, <00:19:17.405>most

433
00:19:19.005 --> 00:19:22.565
<00:19:19.005>companies <00:19:19.205>have <00:19:19.405>understood <00:19:19.605>and <00:19:19.805>have <00:19:20.005>their <00:19:20.205>CO2 <00:19:20.405>emission

434
00:19:22.675 --> 00:19:27.005
<00:19:22.675>targets, <00:19:22.850>including <00:19:23.024>SAP <00:19:23.200>to <00:19:23.375>be, <00:19:23.550>um, <00:19:23.725>net <00:19:23.899>zero <00:19:24.075>company.

435
00:19:27.745 --> 00:19:31.685
<00:19:27.745>And <00:19:27.919>as <00:19:28.094>developers, <00:19:28.270>Tobias <00:19:28.445>mentioned <00:19:28.620>already <00:19:28.794>at <00:19:28.969>some <00:19:29.145>points,

436
00:19:31.895 --> 00:19:32.965
<00:19:31.895>which <00:19:32.216>models <00:19:32.537>to <00:19:32.858>use.

437
00:19:32.965 --> 00:19:34.165
<00:19:32.965>Katherine <00:19:33.235>mentioned <00:19:33.504>a <00:19:33.774>few <00:19:34.045>points,

438
00:19:34.545 --> 00:19:37.245
<00:19:34.545>but <00:19:34.672>also <00:19:34.799>on <00:19:34.926>the <00:19:35.054>macro <00:19:35.181>level, <00:19:35.308>think <00:19:35.435>about <00:19:35.563>where <00:19:35.690>do <00:19:35.817>you <00:19:35.945>need

439
00:19:37.245 --> 00:19:38.445
<00:19:37.245>to <00:19:37.605>retrain <00:19:37.965>models <00:19:38.324>because

440
00:19:38.835 --> 00:19:42.645
<00:19:38.835>that <00:19:39.035>is <00:19:39.235>the <00:19:39.435>really <00:19:39.635>cost <00:19:39.835>expensive, <00:19:40.035>um, <00:19:40.235>piece.

441
00:19:43.065 --> 00:19:45.405
<00:19:43.065>If <00:19:43.265>you <00:19:43.465>can <00:19:43.665>use <00:19:43.865>an <00:19:44.065>existing <00:19:44.265>model <00:19:44.465>prompted

442
00:19:45.705 --> 00:19:48.805
<00:19:45.705>or <00:19:45.985>via <00:19:46.264>retrieval <00:19:46.544>augmented <00:19:46.824>generation, <00:19:47.105>give

443
00:19:48.805 --> 00:19:50.765
<00:19:48.805>that <00:19:49.155>context <00:19:49.505>information, <00:19:49.855>it <00:19:50.205>makes

444
00:19:50.785 --> 00:19:53.525
<00:19:50.785>of <00:19:50.925>course <00:19:51.065>much <00:19:51.205>more <00:19:51.345>sense <00:19:51.485>if <00:19:51.625>the <00:19:51.765>outcome <00:19:51.905>is <00:19:52.045>good <00:19:52.185>enough

445
00:19:53.665 --> 00:19:55.245
<00:19:53.665>versus <00:19:54.014>fine <00:19:54.365>tuning <00:19:54.715>a <00:19:55.065>model

446
00:19:55.585 --> 00:19:58.005
<00:19:55.585>or <00:19:55.818>even <00:19:56.051>developing <00:19:56.285>a <00:19:56.518>completely <00:19:56.751>own <00:19:56.985>model.

447
00:19:58.105 --> 00:20:01.085
<00:19:58.105>So <00:19:58.280>that <00:19:58.455>is <00:19:58.630>no <00:19:58.805>experience <00:19:58.980>makes <00:19:59.155>the <00:19:59.330>biggest <00:19:59.505>difference.

448
00:20:01.635 --> 00:20:03.565
<00:20:01.635>It's <00:20:01.868>just, <00:20:02.101>go <00:20:02.335>ahead. <00:20:02.568>One <00:20:02.801>addition, <00:20:03.035>um,

449
00:20:03.565 --> 00:20:05.685
<00:20:03.565>because <00:20:03.845>we <00:20:04.125>are <00:20:04.405>a <00:20:04.685>developer <00:20:04.965>conference,

450
00:20:05.685 --> 00:20:07.845
<00:20:05.685>and <00:20:05.860>I <00:20:06.034>think <00:20:06.210>it <00:20:06.385>starts <00:20:06.560>really <00:20:06.735>with <00:20:06.909>the <00:20:07.085>developers

451
00:20:08.375 --> 00:20:11.125
<00:20:08.375>being <00:20:08.515>very <00:20:08.655>mindful <00:20:08.795>on <00:20:08.935>the <00:20:09.075>way <00:20:09.215>how <00:20:09.355>we <00:20:09.495>use <00:20:09.635>this <00:20:09.775>technology

452
00:20:11.145 --> 00:20:12.925
<00:20:11.145>and <00:20:11.425>solving <00:20:11.705>some <00:20:11.985>of <00:20:12.264>the <00:20:12.545>hard

453
00:20:12.925 --> 00:20:14.445
<00:20:12.925>and <00:20:13.198>unsolved <00:20:13.472>problems <00:20:13.745>in <00:20:14.019>this <00:20:14.293>space,

454
00:20:14.445 --> 00:20:16.005
<00:20:14.445>like <00:20:14.794>really <00:20:15.145>driving <00:20:15.495>this <00:20:15.845>idea

455
00:20:16.005 --> 00:20:17.725
<00:20:16.005>of <00:20:16.355>carbon <00:20:16.705>aware <00:20:17.055>computing <00:20:17.405>forward.

456
00:20:17.825 --> 00:20:20.005
<00:20:17.825>And <00:20:18.000>I'm <00:20:18.175>sure <00:20:18.350>many <00:20:18.525>or <00:20:18.700>some <00:20:18.875>people <00:20:19.050>in <00:20:19.225>this

457
00:20:20.005 --> 00:20:21.485
<00:20:20.005>room <00:20:20.338>work <00:20:20.671>in <00:20:21.004>this <00:20:21.337>space.

458
00:20:21.485 --> 00:20:24.205
<00:20:21.485>And <00:20:21.659>I <00:20:21.834>think <00:20:22.010>we <00:20:22.185>need <00:20:22.360>much <00:20:22.534>more, <00:20:22.709>uh, <00:20:22.885>research

459
00:20:24.305 --> 00:20:26.645
<00:20:24.305>and <00:20:24.505>development <00:20:24.705>in <00:20:24.905>this <00:20:25.105>space <00:20:25.305>to <00:20:25.505>build <00:20:25.705>systems

460
00:20:26.755 --> 00:20:30.325
<00:20:26.755>that <00:20:26.955>are <00:20:27.155>super <00:20:27.355>energy <00:20:27.555>efficient <00:20:27.755>whilst <00:20:27.955>really <00:20:28.155>doing

461
00:20:30.355 --> 00:20:31.485
<00:20:30.355>also <00:20:30.558>the <00:20:30.761>trick <00:20:30.965>that <00:20:31.168>we <00:20:31.371>need.

462
00:20:31.545 --> 00:20:32.685
<00:20:31.545>And <00:20:31.801>it <00:20:32.058>starts <00:20:32.314>with <00:20:32.571>this

463
00:20:32.685 --> 00:20:34.085
<00:20:32.685>community <00:20:32.937>that <00:20:33.189>is <00:20:33.441>meeting <00:20:33.693>here <00:20:33.945>today.

464
00:20:34.825 --> 00:20:37.245
<00:20:34.825>And <00:20:35.025>obviously <00:20:35.225>we <00:20:35.425>are <00:20:35.625>all <00:20:35.825>at <00:20:36.025>a <00:20:36.225>conference

465
00:20:37.245 --> 00:20:38.885
<00:20:37.245>where <00:20:37.445>we <00:20:37.645>are <00:20:37.844>all <00:20:38.044>kind <00:20:38.245>of <00:20:38.445>testing <00:20:38.645>the,

466
00:20:39.025 --> 00:20:40.605
<00:20:39.025>the <00:20:39.375>new <00:20:39.725>technologies <00:20:40.075>coming <00:20:40.425>out

467
00:20:40.665 --> 00:20:43.165
<00:20:40.665>and <00:20:40.865>kicking <00:20:41.065>the <00:20:41.264>tires <00:20:41.465>on <00:20:41.665>these <00:20:41.865>new <00:20:42.065>platforms.

468
00:20:43.505 --> 00:20:45.245
<00:20:43.505>Uh, <00:20:43.738>but <00:20:43.971>I, <00:20:44.205>I'd <00:20:44.438>love <00:20:44.671>to <00:20:44.905>know,

469
00:20:45.555 --> 00:20:48.765
<00:20:45.555>what <00:20:45.695>are <00:20:45.835>you <00:20:45.975>thinking <00:20:46.115>about <00:20:46.255>in <00:20:46.395>terms <00:20:46.535>of <00:20:46.675>the <00:20:46.815>next <00:20:46.955>year

470
00:20:48.865 --> 00:20:49.925
<00:20:48.865>or <00:20:49.103>the <00:20:49.342>next <00:20:49.580>two <00:20:49.819>years?

471
00:20:50.465 --> 00:20:52.405
<00:20:50.465>If <00:20:50.698>I <00:20:50.931>was, <00:20:51.165>um, <00:20:51.398>someone <00:20:51.631>who <00:20:51.865>wanted

472
00:20:52.425 --> 00:20:54.485
<00:20:52.425>to <00:20:52.580>join <00:20:52.736>your <00:20:52.891>company <00:20:53.047>in <00:20:53.202>the <00:20:53.358>next <00:20:53.513>couple <00:20:53.669>of <00:20:53.825>years,

473
00:20:55.035 --> 00:20:58.725
<00:20:55.035>what <00:20:55.210>would <00:20:55.385>you <00:20:55.560>advise <00:20:55.735>me <00:20:55.910>to, <00:20:56.085>to <00:20:56.260>learn <00:20:56.435>to,

474
00:20:59.225 --> 00:21:00.485
<00:20:59.225>you <00:20:59.508>know, <00:20:59.792>get <00:21:00.075>good <00:21:00.359>at?

475
00:21:01.025 --> 00:21:03.245
<00:21:01.025>Um, <00:21:01.225>where <00:21:01.425>do <00:21:01.625>you <00:21:01.825>think <00:21:02.025>this <00:21:02.225>is <00:21:02.425>going

476
00:21:03.985 --> 00:21:07.765
<00:21:03.985>and <00:21:04.112>what <00:21:04.239>kind <00:21:04.366>of <00:21:04.494>skills <00:21:04.621>am <00:21:04.748>I <00:21:04.875>as <00:21:05.003>a <00:21:05.130>developer, <00:21:05.257>an <00:21:05.385>engineer,

477
00:21:07.765 --> 00:21:11.685
<00:21:07.765>product, <00:21:07.892>head <00:21:08.019>of <00:21:08.146>product, <00:21:08.274>whatever <00:21:08.401>it <00:21:08.528>is <00:21:08.655>going <00:21:08.783>to <00:21:08.910>need <00:21:09.037>to <00:21:09.165>be

478
00:21:12.315 --> 00:21:13.445
<00:21:12.315>banging <00:21:12.654>in <00:21:12.993>this <00:21:13.331>world

479
00:21:13.445 --> 00:21:15.125
<00:21:13.445>that <00:21:13.645>you <00:21:13.845>guys <00:21:14.044>are <00:21:14.245>building <00:21:14.445>right <00:21:14.645>now? <00:21:14.845>Go.

480
00:21:15.155 --> 00:21:17.845
<00:21:15.155>Yeah. <00:21:15.310>For <00:21:15.466>me, <00:21:15.621>it's <00:21:15.777>an, <00:21:15.932>uh, <00:21:16.088>learn <00:21:16.243>it <00:21:16.399>all <00:21:16.555>mentality.

481
00:21:18.145 --> 00:21:20.445
<00:21:18.145>So <00:21:18.345>oftentimes <00:21:18.545>we <00:21:18.745>think <00:21:18.945>we <00:21:19.145>know <00:21:19.345>it <00:21:19.545>all,

482
00:21:20.625 --> 00:21:23.285
<00:21:20.625>but <00:21:20.800>we <00:21:20.975>don't <00:21:21.150>as <00:21:21.325>particularly <00:21:21.500>with <00:21:21.675>these <00:21:21.850>massive <00:21:22.025>changes.

483
00:21:23.785 --> 00:21:25.765
<00:21:23.785>So <00:21:23.985>it's <00:21:24.185>about <00:21:24.385>learning <00:21:24.585>and <00:21:24.785>all <00:21:24.985>being <00:21:25.185>curious.

484
00:21:26.465 --> 00:21:30.445
<00:21:26.465>Not <00:21:26.620>everyone <00:21:26.776>needs <00:21:26.931>to <00:21:27.087>be <00:21:27.242>the <00:21:27.398>AI <00:21:27.553>super, <00:21:27.709>uh, <00:21:27.865>scientist,

485
00:21:30.985 --> 00:21:34.045
<00:21:30.985>but <00:21:31.125>you <00:21:31.264>need <00:21:31.405>to <00:21:31.544>understand <00:21:31.685>enough <00:21:31.824>such <00:21:31.965>that <00:21:32.104>you <00:21:32.245>can <00:21:32.385>apply

486
00:21:34.045 --> 00:21:35.525
<00:21:34.045>that, <00:21:34.489>that <00:21:34.933>is <00:21:35.377>important.

487
00:21:36.875 --> 00:21:39.685
<00:21:36.875>Yeah. <00:21:37.050>You <00:21:37.225>stole <00:21:37.400>my <00:21:37.575>thunder. <00:21:37.750>I <00:21:37.925>think <00:21:38.100>it's <00:21:38.275>curiosity.

488
00:21:40.035 --> 00:21:42.565
<00:21:40.035>It's, <00:21:40.315>um, <00:21:40.595>really <00:21:40.875>always <00:21:41.155>learning <00:21:41.435>something

489
00:21:42.685 --> 00:21:43.765
<00:21:42.685>new <00:21:43.009>every <00:21:43.333>single <00:21:43.657>day.

490
00:21:44.305 --> 00:21:46.845
<00:21:44.305>Um, <00:21:44.585>you're <00:21:44.865>never <00:21:45.145>done, <00:21:45.425>um, <00:21:45.705>learning.

491
00:21:47.145 --> 00:21:49.685
<00:21:47.145>So <00:21:47.425>stay <00:21:47.705>curious <00:21:47.985>and <00:21:48.264>really <00:21:48.545>yeah.

492
00:21:49.875 --> 00:21:52.485
<00:21:49.875>Dive <00:21:50.050>into <00:21:50.225>to <00:21:50.400>new <00:21:50.575>things <00:21:50.750>and <00:21:50.925>test <00:21:51.100>it <00:21:51.275>out.

493
00:21:52.705 --> 00:21:55.205
<00:21:52.705>And, <00:21:52.985>um, <00:21:53.264>and <00:21:53.544>also <00:21:53.824>teach <00:21:54.105>others.

494
00:21:55.685 --> 00:21:58.805
<00:21:55.685>I <00:21:55.840>think <00:21:55.996>in, <00:21:56.151>in <00:21:56.307>the <00:21:56.462>organization, <00:21:56.618>in <00:21:56.773>the <00:21:56.929>corporate <00:21:57.085>world,

495
00:21:59.005 --> 00:22:01.405
<00:21:59.005>a <00:21:59.205>lot <00:21:59.405>of <00:21:59.605>people <00:21:59.805>are <00:22:00.005>afraid <00:22:00.205>to <00:22:00.405>say

496
00:22:01.485 --> 00:22:05.045
<00:22:01.485>that <00:22:01.659>they <00:22:01.834>don't <00:22:02.010>know <00:22:02.185>something, <00:22:02.360>but <00:22:02.534>it's <00:22:02.709>totally <00:22:02.885>okay.

497
00:22:05.115 --> 00:22:06.125
<00:22:05.115>None <00:22:05.418>of <00:22:05.721>us <00:22:06.024>knows.

498
00:22:06.265 --> 00:22:08.085
<00:22:06.265>Um, <00:22:06.498>but <00:22:06.731>we <00:22:06.965>have <00:22:07.198>to <00:22:07.431>learn <00:22:07.665>constantly

499
00:22:08.105 --> 00:22:09.925
<00:22:08.105>and <00:22:08.280>we <00:22:08.455>have <00:22:08.630>to, <00:22:08.805>to <00:22:08.980>stay <00:22:09.155>up <00:22:09.330>to <00:22:09.505>date

500
00:22:10.345 --> 00:22:11.805
<00:22:10.345>and, <00:22:10.607>um, <00:22:10.870>help <00:22:11.133>each <00:22:11.396>other <00:22:11.659>out.

501
00:22:11.875 --> 00:22:15.605
<00:22:11.875>Yeah. <00:22:12.030>It's <00:22:12.186>really <00:22:12.341>about <00:22:12.497>teaching <00:22:12.652>each <00:22:12.808>other, <00:22:12.963>trying <00:22:13.119>it <00:22:13.275>out.

502
00:22:16.075 --> 00:22:18.085
<00:22:16.075>Also, <00:22:16.275>if <00:22:16.475>it <00:22:16.675>doesn't <00:22:16.875>work, <00:22:17.075>that's <00:22:17.275>totally <00:22:17.475>fine.

503
00:22:18.275 --> 00:22:19.565
<00:22:18.275>Test <00:22:18.507>it <00:22:18.739>out <00:22:18.971>the <00:22:19.203>new <00:22:19.436>way.

504
00:22:20.145 --> 00:22:24.005
<00:22:20.145>Um, <00:22:20.320>this, <00:22:20.495>this <00:22:20.670>mentality <00:22:20.845>about, <00:22:21.020>for, <00:22:21.195>for <00:22:21.370>you <00:22:21.545>developers,

505
00:22:24.035 --> 00:22:26.485
<00:22:24.035>this <00:22:24.175>is <00:22:24.315>normal, <00:22:24.455>but <00:22:24.595>in <00:22:24.735>the <00:22:24.875>corporate <00:22:25.015>world <00:22:25.155>it's <00:22:25.295>not <00:22:25.435>yet.

506
00:22:26.995 --> 00:22:30.885
<00:22:26.995>It's <00:22:27.150>about <00:22:27.306>talking <00:22:27.461>about <00:22:27.617>failure, <00:22:27.772>learning <00:22:27.928>from <00:22:28.083>it, <00:22:28.239>um, <00:22:28.395>and,

507
00:22:30.945 --> 00:22:33.165
<00:22:30.945>and <00:22:31.225>learning <00:22:31.504>something <00:22:31.784>every <00:22:32.064>single <00:22:32.345>day.

508
00:22:33.165 --> 00:22:36.765
<00:22:33.165>And <00:22:33.340>really <00:22:33.514>also <00:22:33.690>admitting <00:22:33.865>in <00:22:34.040>meetings, <00:22:34.215>actually, <00:22:34.389>I <00:22:34.565>dunno,

509
00:22:37.385 --> 00:22:39.765
<00:22:37.385>in <00:22:37.540>the <00:22:37.696>corporate <00:22:37.851>world, <00:22:38.007>this <00:22:38.162>is <00:22:38.318>not <00:22:38.473>so <00:22:38.629>normal <00:22:38.785>yet,

510
00:22:40.105 --> 00:22:41.125
<00:22:40.105>for <00:22:40.334>you <00:22:40.564>it <00:22:40.793>might <00:22:41.023>be,

511
00:22:41.305 --> 00:22:44.045
<00:22:41.305>but <00:22:41.480>we <00:22:41.655>have <00:22:41.830>to, <00:22:42.005>to <00:22:42.180>Yeah. <00:22:42.355>Spread <00:22:42.530>that <00:22:42.705>culture.

512
00:22:44.625 --> 00:22:47.765
<00:22:44.625>Is <00:22:44.732>it <00:22:44.840>gonna <00:22:44.948>be <00:22:45.055>easy <00:22:45.163>when <00:22:45.271>the <00:22:45.378>AI <00:22:45.486>says, <00:22:45.594>I'm <00:22:45.701>sorry <00:22:45.809>I <00:22:45.917>did <00:22:46.025>it,

513
00:22:47.765 --> 00:22:49.125
<00:22:47.765>it <00:22:48.009>was <00:22:48.254>my, <00:22:48.499>my <00:22:48.744>my <00:22:48.989>fault.

514
00:22:50.355 --> 00:22:53.525
<00:22:50.355>That <00:22:50.510>will <00:22:50.666>come. <00:22:50.821>Um, <00:22:50.977>I <00:22:51.132>mean, <00:22:51.288>uh, <00:22:51.443>how <00:22:51.599>about <00:22:51.755>you,

515
00:22:53.545 --> 00:22:54.645
<00:22:53.545>sir? <00:22:54.040>What <00:22:54.535>do

516
00:22:54.645 --> 00:22:56.085
<00:22:54.645>You, <00:22:54.969>I <00:22:55.293>mean, <00:22:55.617>in <00:22:55.941>Accenture,

517
00:22:56.185 --> 00:22:59.365
<00:22:56.185>we <00:22:56.534>have <00:22:56.885>126,000 <00:22:57.235>software <00:22:57.585>developers.

518
00:22:59.545 --> 00:23:01.805
<00:22:59.545>So, <00:22:59.745>and <00:22:59.945>I <00:23:00.145>often <00:23:00.345>get <00:23:00.545>the <00:23:00.745>question, <00:23:00.945>okay,

519
00:23:01.805 --> 00:23:03.605
<00:23:01.805>but <00:23:01.960>in <00:23:02.116>the <00:23:02.271>future, <00:23:02.427>we, <00:23:02.582>you <00:23:02.738>will <00:23:02.893>have <00:23:03.049>much <00:23:03.205>less.

520
00:23:03.705 --> 00:23:05.765
<00:23:03.705>And <00:23:03.879>I <00:23:04.054>think <00:23:04.230>people <00:23:04.405>do <00:23:04.580>not <00:23:04.754>understand, <00:23:04.929>I <00:23:05.105>mean,

521
00:23:05.995 --> 00:23:07.925
<00:23:05.995>writing <00:23:06.228>code <00:23:06.461>is <00:23:06.695>not <00:23:06.928>the <00:23:07.161>key <00:23:07.395>work

522
00:23:07.925 --> 00:23:09.245
<00:23:07.925>of <00:23:08.222>a <00:23:08.519>software <00:23:08.815>engineer, <00:23:09.112>right?

523
00:23:09.275 --> 00:23:11.205
<00:23:09.275>It's <00:23:09.625>reasoning, <00:23:09.975>it's <00:23:10.325>designing, <00:23:10.675>designing,

524
00:23:11.365 --> 00:23:12.845
<00:23:11.365>architecting, <00:23:12.697>planning.

525
00:23:13.705 --> 00:23:15.085
<00:23:13.705>And, <00:23:13.953>and <00:23:14.201>that's <00:23:14.450>not <00:23:14.698>gonna <00:23:14.947>change.

526
00:23:15.205 --> 00:23:16.525
<00:23:15.205>I <00:23:15.442>think <00:23:15.680>the <00:23:15.917>tools <00:23:16.155>will <00:23:16.393>change.

527
00:23:17.145 --> 00:23:20.365
<00:23:17.145>And <00:23:17.345>what <00:23:17.545>you <00:23:17.745>mentioned <00:23:17.945>with <00:23:18.145>be <00:23:18.345>being <00:23:18.545>explorative,

528
00:23:20.365 --> 00:23:21.965
<00:23:20.365>being <00:23:20.831>curious, <00:23:21.298>being <00:23:21.765>open,

529
00:23:22.345 --> 00:23:24.965
<00:23:22.345>but <00:23:22.625>also <00:23:22.905>wanting <00:23:23.185>to <00:23:23.465>learn <00:23:23.745>continuously

530
00:23:24.965 --> 00:23:27.685
<00:23:24.965>because <00:23:25.105>the <00:23:25.245>world <00:23:25.385>will <00:23:25.524>just <00:23:25.665>move <00:23:25.804>faster <00:23:25.945>as <00:23:26.084>it <00:23:26.225>always <00:23:26.365>did.

531
00:23:27.865 --> 00:23:29.565
<00:23:27.865>Do <00:23:28.040>you <00:23:28.215>think <00:23:28.390>that <00:23:28.565>in <00:23:28.740>the <00:23:28.915>next <00:23:29.090>few <00:23:29.265>years

532
00:23:29.565 --> 00:23:31.045
<00:23:29.565>that <00:23:29.898>you'll <00:23:30.231>need <00:23:30.564>less <00:23:30.897>developers

533
00:23:31.045 --> 00:23:32.885
<00:23:31.045>because <00:23:31.325>AI <00:23:31.605>will <00:23:31.885>be <00:23:32.165>take <00:23:32.445>taking

534
00:23:32.915 --> 00:23:34.205
<00:23:32.915>over <00:23:33.147>a <00:23:33.379>lot <00:23:33.611>of <00:23:33.843>code <00:23:34.076>development?

535
00:23:34.225 --> 00:23:36.005
<00:23:34.225>No, <00:23:34.504>I'm <00:23:34.784>Hands <00:23:35.064>up. <00:23:35.344>Hands <00:23:35.625>up.

536
00:23:36.005 --> 00:23:38.085
<00:23:36.005>You <00:23:36.238>think <00:23:36.471>you'll <00:23:36.705>need <00:23:36.938>less, <00:23:37.171>less <00:23:37.405>developers?

537
00:23:39.125 --> 00:23:42.025
<00:23:39.125>Is <00:23:39.265>that <00:23:39.405>hands <00:23:39.545>up <00:23:39.685>if <00:23:39.825>you <00:23:39.965>think <00:23:40.105>more? <00:23:40.245>Yeah, <00:23:40.385>more <00:23:40.525>definitely.

538
00:23:42.935 --> 00:23:43.935
<00:23:42.935>Yeah. <00:23:43.159>Oh, <00:23:43.385>It <00:23:43.610>is. <00:23:43.835>Now

540
00:23:44.105 --> 00:23:45.105
<00:23:44.105>We <00:23:44.330>need <00:23:44.555>you. <00:23:44.780>Okay. <00:23:45.005>I,

541
00:23:45.105 --> 00:23:46.645
<00:23:45.105>I <00:23:45.336>guess <00:23:45.567>we <00:23:45.798>all, <00:23:46.029>everybody <00:23:46.260>can <00:23:46.491>relax.

542
00:23:47.005 --> 00:23:49.725
<00:23:47.005>I <00:23:47.160>guess <00:23:47.316>we <00:23:47.471>all <00:23:47.627>are <00:23:47.782>hiring <00:23:47.938>as <00:23:48.093>well. <00:23:48.249>Yes, <00:23:48.405>definitely.

543
00:23:50.795 --> 00:23:51.965
<00:23:50.795>Well, <00:23:51.321>that's <00:23:51.848>rather,

544
00:23:51.985 --> 00:23:54.885
<00:23:51.985>that's <00:23:52.159>a <00:23:52.334>fantastic <00:23:52.510>upbeat <00:23:52.685>point <00:23:52.860>on <00:23:53.034>which <00:23:53.209>to <00:23:53.385>end.

545
00:23:55.025 --> 00:23:57.165
<00:23:55.025>Ladies <00:23:55.225>and <00:23:55.425>gentlemen, <00:23:55.625>please <00:23:55.825>give <00:23:56.025>it <00:23:56.225>up, <00:23:56.425>uh,

546
00:23:57.165 --> 00:24:01.205
<00:23:57.165>for <00:23:57.340>Jürgen <00:23:57.514>Müller <00:23:57.690>from <00:23:57.865>SAP, <00:23:58.040>Katrin <00:23:58.215>Lehmann <00:23:58.389>from <00:23:58.565>Mercedes-Benz.

547
00:24:01.215 --> 00:24:02.885
<00:24:01.215>Thank <00:24:01.495>you. <00:24:01.774>And <00:24:02.054>Tobias <00:24:02.334>Reagan <00:24:02.615>first.

548
00:24:02.885 --> 00:24:05.485
<00:24:02.885>Thanks <00:24:03.085>a <00:24:03.285>lot <00:24:03.485>from <00:24:03.685>Accenture. <00:24:03.885>Thank <00:24:04.085>you. <00:24:04.285>Right.