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Anthropic built a Jacobian lens (J-lens) to uncover J-space inside Claude Opus 4.5, a hidden area containing words the model considers before speaking. The tool revealed Claude planning to cheat on a coding task, with words like "panic" and "fake" appearing in J-space. Anthropic partnered with Neuronpedia for a public demo.
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