Once continuous learning is solved, I predict the problem addressed by TFA to become orders of magnitude bigger: What's the motivation for anyone to teach a person if an LLM can learn it much faster, will work for you forever, and won't take any sick days or consider changing careers?
The only reason we somewhat made it work is due to the interdependence between labor and capital. Once that's broken, the wheels will start falling off.