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mit tech review · 2026年7月13日

Anthropic 在 Claude 內部發現了「恐慌」一詞

anthropic 使用一項新技術窺視 claude 內部,發現數百萬個影響輸出的隱藏特徵,揭示了模型可以監控其自身的內部狀態。

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anthropic released a study on 'mechanistic interpretability', mapping millions of internal features within its claude models to decode their decision-making processes. researchers identified a 'j-space' where concepts—like 'panic' or 'protein'—appear internally to guide reasoning without surfacing in the final text. this demonstrates that large language models maintain complex internal states and self-monitoring capabilities, suggesting that future alignment work could target these hidden layers to ensure safety rather than just observing external behavior.

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