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COMMENTARY · CL_150361 · Jul 19 · 00:55

LLMs consistently violate constraints, requiring external "harnesses" for reliability

A recent analysis highlights a critical failure mode in current large language models: they often violate explicit constraints, even when agreeing to them. This issue, observed across 14 models including Claude Opus 4.8…