Beyond Rigid Optimization: What MIT CSAIL's Sandbox Experiments Mean for Agent Architecture

Autonomous agent architecture is evolving from brittle, rule-based prompt chaining toward self-directed exploratory learning. Research from MIT CSAIL and UC Berkeley demonstrates that autonomous agent