Summary
Meta AI researchers, in collaboration with the University of Illinois Urbana–Champaign, have developed EvoHarness-RL, a framework that teaches AI agents to manage information from their environment in long-horizon tasks, aiming to match the performance of models like Claude Opus 4.5 without the high cost.