True Scotsman fallacy. No meaningful argument was made above due to taking the stance of "true".

If "false" scientists end up getting all the money, resources, and social status from spamming LLM-generated papers, and the "true" scientists are shunned as slow idealists with 0 value, the first one is more of a scientist in the eyes of society than the latter.