With funding from the National Science Foundation, hundreds of experts conferred over the past year to develop a comprehensive framework for science that would serve the improvement of learning and economic mobility for working adults in the US. This panel engages leading researchers and entrepreneurs to consider the benefits and challenges of building this science.