Machine Heart

May 30, 2026 · Artificial Intelligence

Autogenesis: A Self‑Evolving Agent OS That Drives Near‑Perfect C++ LeetCode Scores

The paper introduces the Autogenesis Protocol (AGP), a two‑layer resource‑governed framework that lets agents safely modify their own prompts, tools, memory and environment, and demonstrates its effectiveness with the AGS system achieving 93.33% GAIA validation accuracy and near‑full scores on C++ LeetCode problems.