1 00:00:00,000 --> 00:00:03,480 The progress over the recent scale is quite amazing. 2 00:00:03,680 --> 00:00:09,080 Our very first reasoning model was like a top one millionth competitive programmer in the world. 3 00:00:09,560 --> 00:00:10,720 People thought that was very impressive. 4 00:00:10,880 --> 00:00:14,100 It's like, wow, an AI, it's the millionth best people that do this. 5 00:00:14,120 --> 00:00:14,660 That's pretty good. 6 00:00:15,700 --> 00:00:19,640 We then had a model that got to like a top 10,000. 7 00:00:21,240 --> 00:00:27,820 03, which we talked about publicly in December, is the 175th best competitive programmer in the world. 8 00:00:27,820 --> 00:00:33,220 I think our internal benchmark is now around 50, and maybe we'll hit number one by the end of this year. 9 00:00:33,840 --> 00:00:40,760 So that's like an amazing rate of scale for more compute in this new paradigm, and we don't see any signs of that stopping.