This is predicated on the belief that the AI is running autonomously without ongoing input over hundreds of interactions to produce the output. In all of the professional contexts where I've leveraged AI, every output is the result of hundreds of back and forth interactions, review, modification, and iteration.

Your narrative about next token prediction makes no allowance for this.