AnalysisAI ModelsJuly 13, 2026

Community replicates Anthropic's J-space internal reasoning on open models

Researchers applied Anthropic's Jacobian-Lens technique to Qwen3-4B and 8B, detecting hidden reasoning steps like '21→42→49' inside the model's internal workspace. Entropy in this J-space showed promise for catching hallucinations, with tests across 7 datasets and ~11,400 examples.

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