> the applications of these sort of reasoning atomic configurations I think are unlimited

They are limited to applications in which the latency slo is O(seconds), knowledge of 2021-present doesn’t matter, and you’re allowed to make things up when you don’t know the answer.

There are, to be fair, many such applications. But it’s not unlimited.