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Goodfire Research

Goodfire's probe-based cyber monitors beat an LLM judge at 50x lower cost
Safety and ethicsOctober 8, 2026

Goodfire's probe-based cyber monitors beat an LLM judge at 50x lower cost

Goodfire Research says it has built cybersecurity monitors for Kimi K3 and GLM 5.3 that outperform an LLM judge at about 50x lower cost, even when run live on every…

Goodfire Releases First Sparse Autoencoders for DeepSeek's 671B R1 Model
ResearchOctober 1, 2026

Goodfire Releases First Sparse Autoencoders for DeepSeek's 671B R1 Model

Goodfire has trained what it says are the first public sparse autoencoders (SAEs) on a true reasoning model, DeepSeek's 671B parameter R1, and has open-sourced them. The…