As far as I understand, coding ability of AIs is now driven mostly entirely by RL, as well synthetic data generated by inference time compute combined with code execution tool use.

Coding is arguably the single thing least affected by a shortage of training data.

We're still in the very early steps of this new cycle of AI coding advancements.