Interpretability
Opening the black box: reading a model's internal features.
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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.
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Related
Sources
Mapping the mind of an LLM (Anthropic) ↗
Record reviewed as of 2026-01-15 — see Methodology.