Researchers unveil hyperagents—self‑referential AI that iteratively refines its own learning and problem‑solving strategies. By treating evaluation and modification as coding tasks, these agents achieve open‑ended self‑improvement, potentially accelerating breakthroughs across science, engineering, and creative domains.
The Signal
The approach promises to reduce human engineering effort worldwide, fostering faster, more adaptable AI systems.