The speaker describes continual-learning AI as a system that continues learning during use rather than ending its learning after pre-training and post-training.

“That should be the way of AI, right? There's a corollary of that, which is continual learning AI, where you don't have pre-trained, post-trained done.”

“You are learn, learn, learn, learn, learn, learn as I work with you, and that's just very... It's a very interesting and important field.”