People may perceive you to be cheaply mischaracterizing the argument.

Nobody believed or suggested that GPT2 could do longform or produce novel text that stood up against careful scrutiny as insightful or well informed. But because the capabilities were novel, people would have no strong alternative than to believe some person wrote it.

You current tripping over LLMisms is irrelevant. You have years of antibodies, both personal and herd-immunity (eg, the many, many articles and comments that describe LLMisms).

LLM-isms are much less prevalent in base models, which is what GPT-2 was. It had significant problems with maintaining coherence, but GPT-2 generated text did not have the obvious tells of today's LLMs.