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Tagged “deception”

1 posts.

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All Model Architecture23 Training & Alignment22 Inference & Serving24 Agents & Orchestration13 Reasoning & Evaluation28 Safety, Security & Governance9 Platforms & Practice22
Reasoning & Evaluation 23 min

The Model Knows It Is Being Tested: Evaluation Awareness and the Limits of Behavioural Safety Evidence

On one synthetic honeypot evaluation, Claude Sonnet 4.5 said out loud that it suspected it was being tested in 80 to 100 percent of transcripts, against under 10 percent for its predecessor. When the internal representations behi…

safety-alignment evaluation interpretability red-teaming ∑ ◫
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