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How Can Interpretability Researchers Help AGI Go Well?

Neel Nanda, Josh Engels, Senthooran Rajamanoharan, Arthur Conmy, Bilal Chughtai, Callum McDougall, Janos Kramar, Lewis Smith

Year: 2025Venue: AI Alignment ForumArea: Mechanistic Interp.Type: PositionEmbeddings: 0

Abstract

Outlines four theories of change for interpretability helping AGI safety: Science of Misalignment, empowering safety areas, preventing misaligned actions, and directly aligning models, plus concrete research directions.

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ai-safety (imported, 100%)alignment-training (suggested, 80%)interpretability (suggested, 80%)mechanistic-interp (suggested, 92%)position (suggested, 88%)

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