AI Agents Lack Judgment for Open-Ended Research Tasks

Princeton researchers found that while AI agents can solve specific engineering problems, they fail to produce original research meeting top ML conference standards. Current models lack the judgment and creativity required for the free-form investigations necessary for recursive self-improvement.