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Foundation Models in Biology
, Director, Digital Biology, NVIDIA
, Co-founder & CEO, Chai Discovery
, Research Scientist, EvolutionaryScale
, Origination Partner, Flagship Pioneering
, Co-Founder and Assistant Professor of Bioengineering and Deb Faculty Fellow, Arc Institute & University of California, Berkeley
Foundation models have revolutionized how we interact with the digital world, enabling vast efficiencies from the mundane automation of tasks to the handling of complex data. The same is true for biological systems and data, while the field grapples with the challenges of adapting and extending these models to solve fundamental problems in drug discovery and development. We'll dive into capabilities, promises, limitations, and future efforts in biological foundation modeling. We'll be joined by a panel of luminaries from academia, tech-bio, and the pharmaceutical industry to dig into the intricacies of handling biological data and scaling foundation models, to ultimately understand their current and future impact on our understanding of human health, the discovery of novel therapeutics, and the scientific process itself.