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Goodfire

Goodfire

software
Last discussed Oct 17, 2026

An AI interpretability lab and startup that helps users understand what is happening inside AI models, including which weights are being activated and why models make specific decisions. Recently released a tool called Silicico.

What creators say

Emad Mostaque
mentioned

"There was an interpretability paper that came out from Goodfire."

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John Coogan
mentioned

"Did you read the full 'Neural networks are already clean' post by Nick Cammarata from Goodfire? It has beautiful illustrations."

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AA
Aditya Agarwal
mentioned
Used for: Understanding and introspecting AI model behavior, especially for long-horizon cybersecurity tasks Praised: Leading interpretability lab, makes AI model internals transparent rather tha...

"Goodfire is the leading AI interpretability lab. What that really means is that you can go and introspect what is happening in these models — it no longer has to be a black box. They just released Silicico, which was a huge release just yesterday...."

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