Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

ArXi:2505.22954v3 Announce Type: replace Today's AI systems have human-designed, fixed architectures and cannot autonomously and continuously improve themselves. The advance of AI could itself be automated. If done safely, that would accelerate AI development and allow us to reap its benefits much sooner. Meta-learning can automate the discovery of novel algorithms, but is limited by first-order improvements and the human design of a suitable search space.