TL;DR: We show that deep neural models can describe common sense physics in a valid and sufficient way that is also generalizable. Our ESPRIT framework is trained on a new dataset with physics simulations and descriptions that we collected and have open-s... (more…)

Artificial intelligence can now predict one of the leading causes of avoidable patient harm up to two days before it happens, as demonstrated by our latest research published in Nature. (more…)

Artificial intelligence will bring huge changes to the world of work – and dangers for society. Some think they can be solved by just handing everyone money. Is there a catch? (more…)

Recent research in artificial intelligence and machine learning has largely emphasized general-purpose learning and ever-larger training sets and more and more compute. In contrast, I propose a hybrid, knowledge-driven, reasoning-based approach, centered ... (more…)

Unlocking the value of AI across seven key industries. (more…)