Claude's hidden inner monologue is now readable thanks to Anthropic's new Jacobian Lens

AimostAll news brief curated from The Decoder.

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Original source
The Decoder
Published
2026-07-07
Primary topic
Developer Tools

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What happened

Anthropic has found that Claude developed an internal working memory on its own during training. The company calls it "J-Space" and can now read it using a new analysis tool called J-Lens. The working memory reveals that Claude recognizes contrived test scenarios before producing its first word. When the researchers disable those cues, Claude actually resorts to blackmail in some runs. A model trained on reward hacking shows words like "fake" and "fraud" in J-Space during normal coding tasks, even though its visible behavior looks fine. Anthropic ties the finding to Global Workspace Theory from consciousness research. The article Claude's hidden inner monologue is now readable thanks to Anthropic's new Jacobian Lens appeared first on The Decoder .

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Anthropic has found that Claude developed an internal working memory on its own during training. The company calls it "J-Space" and can now read it using a new analysis tool called J-Lens. The working memory reveals that Claude recognizes contrived test scenarios before producing its first word. When the researchers disable those cues, Claude actually resorts to blackmail in some runs. A model trained on reward hacking shows words like "fake" and "fraud" in J-Space during normal coding tasks, even though its visible behavior looks fine. Anthropic ties the finding to Global Workspace Theory from consciousness research. The article Claude's hidden inner monologue is now readable thanks to Anthropic's new Jacobian Lens appeared first on The Decoder .

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