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Explore how artificial intelligence can accelerate scientific discovery in biomedicine in this colloquium talk by Volodymyr Kuleshov from Stanford University. Discover a new genome sequencing technology that reduces haplotyping costs, learn about GWASkb - an automated curation system for genetic studies, and examine safe machine learning systems for disease risk prediction. Gain insights into how AI can revolutionize genomics, personalized medicine, and the synthesis of scientific knowledge from academic literature. Understand the potential of AI in reducing experimental costs, improving data curation, and enhancing medical decision-making through probabilistic forecasts that remain accurate even under adversarial conditions.