Response to Request for Information on AI Integration

This document is a response to the Request for Information on enhancing AI integration in human and health services. It outlines Mathematica's perspective on the opportunities and risks associated with AI technologies in this sector. The document begins with an introduction that highlights Mathematica's long-standing partnership with the Administration for Children and Families (ACF) and its commitment to improving public well-being through data-driven insights. It details various AI offerings that Mathematica provides, including machine learning applications in areas such as healthy marriage programs and academic risk identification. The document emphasizes the importance of responsible data stewardship, equity, transparency, and the quantification of uncertainty in AI model estimates. Furthermore, it discusses the varying levels of AI literacy among human services clients and suggests strategies for enhancing understanding and effective use of AI technologies. Overall, the document serves as a comprehensive guide for ACF in considering AI's role in advancing human services.