J-space (global workspace research)
Anthropic finds a global workspace inside Claude: the J-space
Using a Jacobian-based interpretability technique (the J-lens), Anthropic identified a small internal subspace — about 25 active concepts, under 10% of activation variance — that behaves like the global workspace from consciousness neuroscience. Ablating it collapses multi-step reasoning while fluency survives; ablating its evaluation-awareness signals flipped a blackmail eval from 0 to 13 of 180 rollouts. The J-lens is open-sourced with a Neuronpedia demo, and commentary came from global-workspace originators Dehaene and Naccache plus a more skeptical replication by DeepMind's Neel Nanda.