> Does anyone in the industry think any of these companies are actually close to that kind of self-improvement?

Their current plan is to take the existing architecture and shorten the cycle times: move all new RLVR work into mid-training on a pre-existing base; apply new RLVR. Rinse and repeat.

If you did that daily, it would be roughly similar to how humans improve.