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Encoded but Not Actionable: Auditing the Decode-Generate-Steer Gap in Frozen LLMs for Geometric Constraints
冻结大模型能“看懂”几何约束却不会用，审计揭示解码-生成-引导三环断裂，值得关注。
arXiv:2608.17843v1 Announce Type: cross Abstract: Large language models (LLMs) have demonstrated strong performance on structured reasoning tasks, but…