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Paul Christiano - Preventing an AI Takeover

Dwarkesh Podcast

CHAPTER

Challenges in AI Interpretability

This chapter explores the complexities of mechanistic interpretability in AI, focusing on how two-layer transformers operate and the difficulties in generating satisfactory explanations for their behavior. It emphasizes the necessity for causal understanding and highlights the institutional challenges in defining objectives for interpreting large-scale models.

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