Continual Learning Needs More Nuance

(This blog post is derived from this video response on my YouTube channel .) Dwarkesh Patel has been making the case for continual learning for a while, both with guests on his podcast and, most recently, in a blog post and an accompanying video . I agree with his basic point. A frozen model that cannot learn from experience or adapt to its surroundings is limited. If we want AI systems that can…