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As this generation of machine learning becomes ubiquitous, a whole host of new opportunities are emerging. Advanced computation will increase productivity and imbue computation with imagination.

AI-based computational biology has the potential to be the largest source of advancement in this century. Human health spans will be improved through digital biology, therapeutics, and personalized medicine.

Physical systems with the scaling potential of software are a key source of productivity and safety enhancement over the coming decades, transforming recalcitrant industries via scalable automation and intelligence.