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Because AI is not intelligent, it doesn't "know" what it previously output even a token ago.

You have no idea what you're talking about. I mean, literally no idea, if you truly believe that.

That's only true if you consider the process the LLM is undergoing to be a faithful replica of the processes in the brain, right?

No.