Except that the "this was generated by an LLM" feeling you get from the front page would then make you automatically question whether the "decades of experience + stanford professor thing", as you put it, was true or just an LLM hallucination.

Author would, indeed, be wise to rewrite all the text appearing on the front page with text that he wrote himself.