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Neel Nanda on Avoiding an AI Catastrophe with Mechanistic Interpretability

Future of Life Institute Podcast

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Could Mechanistic Interpretability Research Help Future Language Models?

I feel like the making them better is falsely outstripping the understanding of them. And I want the relative speed to be as great as possible on the safer side. So what I could be worried about is say that you do some mechanistic interpretability research and then it's published online or written up in a blog post. Could the researcher doing now help future language models deceive us because it understands how we're trying to interpret it? Yes, there are totally worlds where that happens.

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