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…)

An appropriate representation of the requested resource /ojs/index.php/aimagazine/article/view/2271 could not be found on this server. (more…)

I describe in-depth the courses necessary for a 4-year undergraduate degree in artificial intelligence, assuming you step onto campus tomorrow. (more…)

Our automated machine-learning masterpiece can enhance and restore digital media from any era. Upload your own video and see for yourself. (more…)

How can we depend on machine learning models and trust them knowing that there are so many ways for the model to fail? (more…)