Think it, Run it: Autonomous ML pipeline generation via self-healing multi-agent AI

arXiv:2604.27096v1 Announce Type: new Abstract: The purpose of our paper is to develop a unified multiagent architecture that automates endtoend machine learning ML pipeline generation from datasets and naturallanguage NL goals, improving efficiency, robustness and explainability.