2 papers
cs.AI2026
SKILL.state: Scalable Long-Horizon Agent Skills
Sanket Badhe, Priyanka Tiwari, Jonghyun Chung
Large Language Models (LLMs) increasingly act as autonomous agents executing complex, long-running procedural skills. Existing agent runtimes maintain execution by continually appe…
cs.CR2026
Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI
Jonghyun Chung, Sanket Badhe
As AI systems move into operating systems, privacy no longer turns only on whether a model runs locally. A local assistant may assemble email, calendar entries, files, screenshots,…