RoboPhD: Self-Improving Text-to-SQL Through Autonomous Agent Evolution

Andrew Borthwick, Stephen Ash

We present RoboPhD, a system where AI agents autonomously conduct research to improve Text-to-SQL performance. RoboPhD implements a closed-loop evolution cycle with two coordinated…