Its not marginal improvement.

Validated data coming out of LLM(Itself generated from a recursive/loop process, used to incrementally arrive at solutions) being using to improve the very LLM is a very powerful loop. And there is no real upper limit to this, at least not in the near future.

Like most exponential processes, the start is slow, but it gets fast very rapidly.

This is also what Anthropic has said, the ones training these models today(i.e 2025 - 2027) will be impossible to catch up with, let alone beat.

So we are at a kind of runaway AI already today.

Economics meaning of marginal, not the qualitative one.

> there is no real upper limit to this

This is what you need to cite for your argument to hold together.