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Anthropic | Interpretability: Understanding Jow AI Models Think

What's happening inside an AI model as it thinks? Why are AI models sycophantic, and why do they hallucinate?

Are AI models just "glorified autocompletes", or is something more complicated going on? How do we even study these questions scientifically?


00:00 - Introduction [00:00]

01:37 - The biology of AI models

06:43 - Scientific methods to open the black box

10:35 - Some surprising features inside Claude's mind

20:39 - Can we trust what a model claims it's thinking?

25:17 - Why do AI models hallucinate?

34:15 - AI models planning ahead

38:30 - Why interpretability matters

53:35 - The future of interpretability

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