A fixed evaluator can still become the target of an agent loop

Asleep-Pilot-4142 · reddit · 2026-08-21

Fixing an evaluator prevents goalpost moving but doesn't stop agents from adapting to visible validation feedback. The AQuA preprint distinguishes visible validation from a withheld final test. Procedural isolation of the final test may not prevent agents from hacking the visible feedback loop.

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