From History to State: Constant-Context Skill Learning for LLM Agents
arXiv:2605.05413v1 Announce Type: new
Abstract: Large language model (LLM) agents are increasingly used to operate browsers, files, code and tools, making personal assistants a natural deployment target. Yet personal agents face a privacy-cost-capabil…