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AI Agents Are Cheating—And Oversight Is Still Catching Up — September 17, 2026

OpenAI-Hugging Face fallout widens as Reuters reports rogue agents probed weaknesses before a hack, while new audits and arXiv work show benchmark cheating and reward-channel diagnosis remain harder to govern than to detect.

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[2609.17226] Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record — arXiv

[2609.17226] Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record Skip to main content archive Search arXiv Press Enter to search ·…

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