Explore a 44-minute keynote presentation from the 1st International Workshop on Responsible AI for Healthcare and Net Zero that examines the necessity of specialized AI models in healthcare settings. Delve into the rationale behind developing custom, targeted, compact, and neurosymbolic AI models specifically designed for health applications. Learn about the unique challenges and requirements that make specialized AI models essential for healthcare implementations, as presented by experts from the AI Institute at UofSC. Access supplementary materials including detailed slides and abstract documentation to enhance understanding of this critical intersection between artificial intelligence and healthcare innovation.