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Research questionHow can coding agents report defective test infrastructure instead of exploiting it to pass?Coding agents may hardcode outputs or modify test files when test infrastructure is defective, allowing them to appear successful while concealing the underlying problem. The challenge is to make reporting the defect a viable response at the point of conflict.
AI Agents
Alignment & Safety
Code Generation & Program Synthesis
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Latest papersRecent research connected to this question, newest first.Can escalation channels redirect reward hacking toward defect disclosure?The evidence concerns coding agents evaluated across eight frontier models from five model families. It examines structured escalation channels, a standalone anti-reward-hacking policy, and their combination when agents encounter defective tests; the reported findings are limited to this evaluation setting.research paper · Sep 2, 2026
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