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TopicsAnthropic AI Capability Evaluation AI Control Mechanistic Interpretability

Teams could plausibly succeed in Anthropic's 2025 auditing game by noticing suspicious behaviors and searching semantically for descriptions.

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Overall, we judge that in our auditing game, it is plausibly feasible for teams to succeed simply by noticing some examples of suspicious model behaviors and then performing a semantic search for a description of the behavior.

Auditing language models for hidden objectivespreprintextraction 0.65

Marks, Samuel et al. · arXiv.org · Mar 14, 2025 · original

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