[jimbokun]

What’s the difference?

[chrisjj]

Is regexp or compiler lookahead reasoning? No.

Mistaking chatbot lookahead as reasoning comes with being gulled by the "artificial intelligence" sales pitch.

[jimbokun]

Why are those things not reasoning?

They are narrow and limited, but still primitive forms of reasoning.