And yet there are still no publicly available models that could actually compete with ChatGPT.

I'm not even talking about RLHF (although data like that is also a huge moat) - just simple things like larger context sizes.

There are still plenty of AI advantages to be had if you go just a little bit outside of what is currently possible with off the shelf models.