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Explore a 24-minute conference talk from DEF CON that delves into the intersection of 3D printing, healthcare, and artificial intelligence, focusing on the FDA's 2021 discussion paper about 3D printing medical devices at point of care. Learn about the medical device production system (MDPS) concept, examining its implementation challenges from various stakeholder perspectives and understanding the crucial relationships between medical device manufacturers (MDM) and healthcare delivery organizations (HDO). Discover how AI integration is essential for making in-hospital MDPS point-of-care solutions viable, and gain insights into the personalized, precise future of healthcare delivery through advanced manufacturing technologies.