Generating an AI hallucination of "called 278 likely voters in the district and it resulted in..." is just as fake as making up the data yourself.

AI hallucination could be a way to generate fake polling data, but that doesn't matter given that the intent is to generate fake polling data. It could have been done with a bag of dice just as easily.