MaD-RSI: Model-as-Data for Recursive Self-Improvement of Agent Harnesses

What this work does

MaD-RSI uses behavioral differences among frozen language models as training evidence for a shared harness. It aligns successful and failed trajectories, selects informative cases, and proposes harness revisions that can transfer across executors.