Ex-OpenAI interpretability pioneer: most neurons in trillion-parameter models are now legible

burny_tech · x · 2026-10-16

Nick Cammarata, who co-authored early mechanistic interpretability work at OpenAI, argues interpretability may be the most important scientific problem today. Early tools could only make 2% of neurons legible, leaving him pessimistic — but with modern agentic tooling, the vast majority of neurons and circuits in models up to trillions of parameters are now legible.

Related event: Goodfire Co-founder's Essay: Neural Networks Are Already Clean, Most Neurons Now Interpretable(36 posts)→

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