Interpretability ☆

Mechanistic interpretability reverse-engineers what networks compute — Anthropic's team mapped millions of human-legible features in Claude (the 'Golden Gate Claude' demo made one famous) and traces circuits for planning and deception. The bet: we cannot fully trust what we cannot inspect, so understanding must catch up with capability before the stakes get too high.