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Neel Nanda on Avoiding an AI Catastrophe with Mechanistic Interpretability

Future of Life Institute Podcast

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The Role of Induction Heads in Language Models

Induction heads are important for language models to learn in context. The more previous words provided, the better the models are at predicting the next word. Older models struggled with words more than a hundred words back. Induction heads help models track long-range dependencies and improve their performance in this area.

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