continual learning: “systems to achieve efficient and cumulative continual learning, we need to remove the artificial boundaries we’ve introduced between the present context and the rest of their past experiences…”

https://infinitefaculty.substack.com/p/what-are-the-real-problems-of-continual

A fairly readable review of continuous learning. AI researchers continue to draw on ideas from biological systems and cognitive science.