April 20, 2026ยทarxiv.org
Autogenesis: Self-Evolving AI Agent Protocol
Existing agent protocols (like A2A and MCP) leave lifecycle management, version tracking, and safe evolution underspecified โ leading to brittle, monolithic systems.
Autogenesis Protocol (AGP) fixes this by cleanly separating what evolves from how it evolves. Built on AGP, the Autogenesis System (AGS) is a multi-agent framework that dynamically instantiates, retrieves, and refines resources during execution.
Results: GAIA 89.04% accuracy, GPQA-Diamond up to +21% over gpt-4o, AIME math up to +71% for weaker models.