JobBench is a new framework for evaluating AI agents based on their ability to assist with high-priority tasks identified by professionals, rather than focusing solely on economic value. The initiative aims to promote the development of AI that enhances human work rather than replacing it, with current models showing limited effectiveness in achieving this goal.