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From Single Neurons to AI Systems: The Evolution of Decision Sciences in Medicine with Dr. Eric Horvitz

From Single Neurons to AI Systems: The Evolution of Decision Sciences in Medicine with Dr. Eric Horvitz

FromNEJM AI Grand Rounds


From Single Neurons to AI Systems: The Evolution of Decision Sciences in Medicine with Dr. Eric Horvitz

FromNEJM AI Grand Rounds

ratings:
Length:
68 minutes
Released:
Mar 20, 2024
Format:
Podcast episode

Description

In this episode of the AI Grand Rounds podcast, Dr. Eric Horvitz describes his career evolution from an interest in neurobiology to significant contributions in AI, particularly in understanding complex systems and applying AI in medicine. He discusses the shift from studying neurobiology to embracing AI and computational methods as tools for unraveling the complexities of the human mind and broader decision-making processes. Horvitz emphasizes the importance of probabilistic models and decision theory in AI, highlighting his work on bounded rationality and the challenges of interpretability in AI systems. He also reflects on the potential of AI in medicine, the necessity of responsible AI development, and the future of AI research. He suggests a blend of excitement and caution as AI technologies become increasingly integrated into various aspects of human life and decision making.
 
Transcript.
Released:
Mar 20, 2024
Format:
Podcast episode

Titles in the series (18)

NEJM AI Grand Rounds, hosted by Arjun (Raj) Manrai, Ph.D. and Andrew Beam, Ph.D., features informal conversations with a variety of unique experts exploring the deep issues at the intersection of artificial intelligence, machine learning, and medicine. You’ll learn how AI will change clinical practice and healthcare, how it will impact the patient experience, and about the people who are pushing for innovation. Whether you are an AI researcher or a practicing clinician, these conversations will enlighten and surprise you as we journey through this very exciting field. Produced by NEJM Group.