PlanTwin: Privacy-Preserving Planning Abstractions for Cloud-Assisted LLM Agents

Guangsheng Yu, Qin Wang, Rui Lang +2

Cloud-hosted large language models (LLMs) have become the de facto planners in agentic systems, coordinating tools and guiding execution over local environments. In many deployment…