Comment by 343242dfsdf

You build this system, a LLM, it uses a technical process that it outputs seemingly the same output that you - a human - could output, given a prompt.

You can do "reasoning" about a topic, the LLM can produce a very similar output to what you could, how do you name the output of the LLM?

Birds can fly, they do by a natural process. A plane also can fly, we do not "see" any difference between both things when we look at them flying in the air, far from the ground.

This is mostly it about LLM "doing reasoning" or not. Semantics. The output is same.

You could just name it otherwise, but it would be still the same output.