Testing and Refinement of Deception Detection

testingChallengeDecember 5, 2025
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Prompt Content

Design and execute test cases where agents exhibit varying degrees of deception (e.g., subtle omission, outright fabrication, misdirection) or perspective shifts. Evaluate the Overseer Agent's precision and recall in detecting these behaviors. Refine the Overseer Agent's reasoning prompts, retrieval strategies, and decision-making thresholds to improve its accuracy. Provide detailed logs and reports demonstrating the detection capabilities and ethical interventions.

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