Goodfire announces technical companion to ‘Neural Networks Are Already Clean’

Goodfire says it now focuses on neurons’ computational functions rather than whether they are polysemantic. Its first technical companion to Nick Cammarata’s “Neural Networks Are Already Clean” shares findings from studying thousands of neurons with an automated interpretability pipeline. Cammarata’s essay argued that neurons were more legible than previously thought, offering good news for interpretability and safety.