No one is saying "humans stupid --> LLMs smart". That's absolutely not the commenter above you said. Your whole comment is strawman fallacy.
This is 100% true, isn't it? It is based on the corpus of humankind knowledge and interaction, it is only expected that it would "repeat" human patterns. It also makes sense that the way to evolve the results we get from it is to mimic human organization, politics, sociology in the a new layer on top of LLMs to surpass current bottlenecks, just like they were used to evolve human societies.
Something being based on X or using it as source material doesen't guarantee any kind of similarity though. My program can also contains the entire text of wikipedia, and only ever outputs the number 5.
Assuming the text of wikipedia is meaningfully used in the program, of course. A definition of "meaningful" I will propose is code which survives an optimization loop into the final resulting machine code and isn't hidden behind some arbitrary conditional. That seems reasonable as a definition of a program "containing" something.
Nah, it's something else: it's that LLMs are being held to a higher standard than humans. Humans are fallible, and that's okay. The work they do is still useful. LLMs do not have to be perfect either to be useful.
The question of how good they are absolutely matters. But some error isn't immediately disqualifying.
Yes, humans and LLMs are fallible, and both useful.
I'm not saying the comment I responded was an egregious case of the "fallacy" I'm wondering about, but I am saying that I feel like it's brewing. I imagine you've seen the argument that goes:
Anne: LLMs are human-like in some real, serious, scientific sense (they do some subset of reasoning, thinking, creating, and it's not just similar, it is intelligence)
Billy: No they aren't, look at XYZ (examples of "non-intelligence", according to the commenter).
Anne: Aha! Now we have you! I know humans who do XYZ! QED
I don't like Billy's argument and don't make it myself, but the rejoinder which I feel we're seeing often from Anne here seems absurd, no?
It is sad that, inadvertendly or not, LLMs may have picked up on the traits of the loudest humans. abrasive, never admitting fault, always trying to bring something up that sounds plausible but falls under scrutiny. Only thing it holds back on is resorting to insults when cornered.
Humans not being infallible superintelligences does not mean that the thing that LLMs are doing is the same thing we do when we think, create, reason, etc. I would like to imagine that most serious people who use LLMs know this, but sometimes it's hard to be sure.
Is there a name for the "humans stupid --> LLMs smart" fallacy?