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

arXiv:2609.32642v1 Announce Type: cross Abstract: As local small language models (SLMs) increasingly collaborate with more capable cloud large language models (LLMs), a natural privacy question arises: Can a local SLM obtain cloud LLM guidance while protecting