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Webinar presented on September 16, 2022. While there is significant interest from both industry & regulatory agencies on applying Artificial Intelligence (AI) and Machine Learning (ML) to quantitative modeling for drug development applications, several challenges remain: these include the generalizability, interpretability and data requirement of such models. To help address these issues, within the IQ Consortium the AI/ML Working Group was formed with the aim to foster scientific dialogue on AI/ML applications and identify a set of good-practices, so as to enable broader impacts in drug development. With this 2-day IQ Workshop, we aim to bring together experts from industry, academia and the FDA to initiate a scientific dialogue and collaboration across disciplines to elevate the impact of ML. IQ Consortium Clinical Pharmacology Leadership Group AI/ML Working Group Learn more at iqconsortium.org