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Supervised fine-tuning alone does not guarantee task-appropriate behavior in LLMs, as the same model that achieves 88.65% accuracy on data race classification produces verbose, imprecise answers with 65.9% of responses exceeding 40 characters

Machine Learning02 Aug 2026

http://arxiv.org/abs/2607.28301v1