Research

Anthropic found a hidden space where Claude puzzles over concepts

Source: MIT Technology Review 10 Jul 2026

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Brief

The AI firm Anthropic has developed a technique that has given it the clearest glimpse yet at what’s really going on inside large language models as they answer questions or carry out tasks. What they found ranges from the mundane to the unnerving. Researchers at the company built a tool called the Jacobian lens (or…

Why It Matters

Understanding these internal representations can improve model transparency, safety, and debugging methods.

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