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Neel Nanda on Avoiding an AI Catastrophe with Mechanistic Interpretability

Future of Life Institute Podcast

CHAPTER

Using Induction Heads in Artificial Intelligence Models

induction heads pop up in many different neural networks. Is this perhaps analogous to how, say, eyes have evolved in different species and underwater and on land and so on? Because maybe induction heads are very generally useful for language models. Light is there. On the side of your environment is important, so eyes are valuable. Same kind of underlying biology presumably incentivizes eyes.

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