Continual learning could expand AI capability iteratively from RLVR-trained domains to adjacent domains and then to domains adjacent to prior online learning.

“And once it does so, the AI starts getting better at domains that are adjacent to what it was explicitly trained to beforehand with our LVR training.”

“And in the next round after that,”

“it can get better at things that are adjacent to...”

“to what it had previously online learned.”