Accuse the agent of potentially cheating its algorithm implementation while pursuing its optimizations, so tell it to optimize for the similarity of outputs against a known good implementation (e.g. for a regression task, minimize the mean absolute error in predictions between the two approaches)
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I'm not immune. I've been working on an extensible language-agnostic static analysis and refactoring tool for half a decade now. That's a mothlamp problem if I've ever seen one. My github account is littered with abandoned programming language implementations, parser generator frameworks, false starts at extensible autoformatters, and who knows what else. I think I've even got an async-await implementation in there somewhere. I've got the bug, and I fly toward the light.