PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
PAAC creates a privacy-aware agentic framework by treating cloud and device as a trust boundary rather than just compute split. It uses specialized roles: a cloud agent plans using placeholder tokens, while an on-device agent sanitizes data and executes actions via a deterministic registry. This approach achieves significant accuracy gains (15-36%) while drastically reducing data leakage.