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Yan-Meng Wang

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#artificial intelligence Preprint Sep 2026

Ask Without Telling: Local SLMs Consult Cloud LLMs Without Revealing Task Intent

PriCon, an end-to-end framework that transforms the task itself through recoverable mathematical reformulation rather than hiding it among alternatives, is proposed, which reduces cloud-side task-intent inference Hit@1 to nearly 0, and preserves cloud-assisted utility.

Yan-Meng Wang, Yun-Xuan Li, Shi-Long Fan et al. · 0 citations