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They Infer What You Meant: Models Represent Communicative Intent More Reliably Than They Act On It

arXiv cs.CL · 18h ago Cached

This paper studies language models' failure to act on communicative intent despite robust internal representations. Using linear probes, the authors show intent is decodable from hidden states but often not reflected in outputs, and steering a late-layer direction can recover the intended behavior.

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