Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion

Stanford Online · 58:48

Percy Liang’s CS221 fireside chat argues that today’s frontier models are the same next-token / maximum-likelihood idea he saw in a 2005 HMM language model—only nobody imagined carrying it to GPT-scale—and that AI has...

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