Silico

Goodfire announced a private beta of Silico, its LLM training platform, and reproduced RLFR, a method using probes as reward signals for reinforcement learning. The announcement sparked debate on Twit…

Goodfire researchers introduced predictive data debugging, a method that uses interpretability to predict which behaviors reinforcement learning will amplify or suppress from a preference dataset befo…