04:00
2026-07-09
arxiv.org
large-language-models
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents
Researchers propose EvoSOP, a framework enabling LLM agents to synthesize atomic actions into reusable Standard Operating Procedures (SOPs) for self-evolution. Experiments show EvoSOP significantly im…