I am not sure if this is how it works but let's say there was a reddit thread talking about the pelican benchmark and in it someone posts mockup examples of what an ideal result would look like

aren't some LLM going to digest that thread at some point and indirectly learn from it?

basically my point is originally this was a good benchmark because it was an absurd never-seen-before thing, but now that it is in content, some models are going to get a benefit in education?

you'd need the "AI" equivalent of an old-school "google whack", something with no previous results

* https://en.wikipedia.org/wiki/Googlewhack