Hyperagents

ArXi:2603.19461v1 Announce Type: new Self-improving AI systems aim to reduce reliance on human engineering by learning to improve their own learning and problem-solving processes. Existing approaches to self-improvement rely on fixed, handcrafted meta-level mechanisms, fundamentally limiting how fast such systems can improve. The Darwin G\"odel Machine (DGM) nstrates open-ended self-improvement in coding by repeatedly generating and evaluating self-modified variants.