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

Understand

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.