Darwin Gödel Machine: A Self-Improving AI Agent That Evolves Code Using Foundation Models and Real-World Benchmarks

Introduction: The Limits of Traditional AI Systems

Conventional artificial intelligence systems are limited by their static architectures. These models operate within fixed, human-engineered frameworks and cannot autonomously…