WEBVTT 1 00:00:00.320 --> 00:00:02.850 As organizations are embracing 2 00:00:02.850 --> 00:00:05.110 the transformative power of AI, 3 00:00:05.110 --> 00:00:07.420 we're seeing more and more deployed AI systems. 4 00:00:07.420 --> 00:00:09.710 And unfortunately, along with that 5 00:00:09.710 --> 00:00:11.180 has come some of these lapses 6 00:00:11.180 --> 00:00:14.970 that risk putting users at harm. 7 00:00:14.970 --> 00:00:16.690 And so organizations see that. 8 00:00:16.690 --> 00:00:19.010 And obviously they don't want that to happen, right? 9 00:00:19.010 --> 00:00:22.880 And so they've -- just as you say -- adopted principals. 10 00:00:22.880 --> 00:00:25.410 But the big challenge we see is there's this gap 11 00:00:25.410 --> 00:00:27.560 between principals and action. 12 00:00:27.560 --> 00:00:30.387 As a leader, it's very easy for me to say things like, 13 00:00:30.387 --> 00:00:32.798 "We will not build an AI system that has bias," 14 00:00:32.798 --> 00:00:35.150 you know, against any protected class. 15 00:00:35.150 --> 00:00:36.850 The issue is me just saying that 16 00:00:36.850 --> 00:00:39.700 doesn't actually change how my organization 17 00:00:39.700 --> 00:00:42.010 is building AI systems. 18 00:00:42.010 --> 00:00:43.380 I need to put in place 19 00:00:43.380 --> 00:00:46.140 processes, and governance, and tools 20 00:00:46.140 --> 00:00:48.094 that change how my teams operate, 21 00:00:48.094 --> 00:00:51.120 so that we actually achieve these principals. 22 00:00:51.120 --> 00:00:54.120 And this gap from principals to action 23 00:00:54.120 --> 00:00:55.240 we consistently see, 24 00:00:55.240 --> 00:00:56.380 and in fact, we see it so much 25 00:00:56.380 --> 00:00:58.450 we started calling it irresponsible AI gap. 26 00:00:58.450 --> 00:01:02.300 You know, and the fundamental challenge is companies, 27 00:01:02.300 --> 00:01:04.100 it's not that they don't want to take steps here, 28 00:01:04.100 --> 00:01:06.030 it's not that they don't want to do good, 29 00:01:06.030 --> 00:01:07.800 it is they don't know how. 30 00:01:07.800 --> 00:01:09.020 They don't know what path to take. 31 00:01:09.020 --> 00:01:11.870 There is no piece of software they can buy 32 00:01:11.870 --> 00:01:14.853 or easy roadmap for them to follow at present.