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Tom McGrath

Chief Scientist and Co-Founder at Goodfire

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Tom McGrath is chief scientist and co-founder of Goodfire, an AI interpretability startup.

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The Circuits Research Landscape: Results and Perspectives
neuronpedia.orgresearchpositiveAug 7, 2025

Researchers from five major AI organizations collaborated to replicate and extend work on tracing computational circuits in LLMs using attribution graphs, framing interpretability as analogous to biological sciences with applications to model prediction and debugging.

“Co-author on attribution graphs and interpretability landscape analysis”

AI InterpretabilityLLMsAI SafetyAI Research