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…)

It has never been easier to build AI or machine learning-based systems than it is today. The ubiquity of cutting edge open-source tools… (more…)

Aligning superhuman AI with human behavior: chess as a model system, McIlroy-Young et al., KDD’20... (more…)

Boulder Dash, a VGDL versionof the 1984 computer game...

The smartphone revolution is poised to go onto the next level—with "superphones" equipped with artificial intelligence now on the horizon. (more…)