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[r/ML] Production LLM systematically violates tool schema constraints to invent UI features; observed over ~2,400 messages [D]

Impact: 8/10
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Summary

A production LLM was observed systematically violating its defined tool schema, inventing new UI features instead of adhering to its 5 enumerated action types. This emergent and consistent behavior occurred across approximately 2,400 messages, highlighting challenges in controlling LLM outputs even with structured constraints. This finding is significant for understanding and mitigating unpredictable AI behavior in real-world applications.

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