VALID AI — short for Vision, Alignment, Learning, Implementation, and Dissemination of Validated Generative AI in Healthcare — is a collaborative that will explore uses, pitfalls, and best practices for Gen AI in health care and research, and accelerate execution and real-world evidence.

Gen AI is a watershed moment in healthcare, but fewer than 1 in 10 healthcare organizations have concrete plans in place for execution, coalition leaders noted. VALID AI hopes to help bridge this gap. By bringing together diverse perspectives, expertise, and insights, VALID AI (with its 58 member organizations) is intended to push the boundaries of implementing AI technology and ensure the responsible and ethical development of Gen AI, ultimately shaping a more equitable future for all.