Evaluating 35 open-weight models across three context lengths (32K, 128K, 200K), four temperatures, and three hardware platforms—consuming 172 billion tokens across more than 4,000 runs—we find that the answer is “substantially, and unavoidably.” Even under optimal conditions—best model, best temperature, temperature chosen specifically to minimize fabrication—the floor is non-zero and rises steeply with context length. At 32K, the best model (GLM 4.5) fabricates 1.19% of answers, top-tier models fabricate 5–7%, and the median model fabricates roughly 25%.
What word would you propose to use instead?
Fabrication?
No comment on the rest of the thread but I always though “confabulation” was a more accurate word than hallucination for what LLMs tend to do.
The “signs and symptoms” part of the article really seems oddly familiar when compared to interacting with an LLM sometimes haha.
That’s my problem: any single word humanizes the tool in my opinion. Iperhaps something like “stochastic debris” comes close but there’s no chance to counter the common force of pop culture, Corp speak a and humanities talent to see humanoid behavior everywhere but each other. :(
We do enjoy pareidolia, don’t we?
Paredolia just means seeing patterns that aren’t there, it’s not implicitly human. If you see a dog in the clouds, that’s paredolia.
Great, when did I say otherwise? Pareidolia is a thing humans do, because we like patterns. Finding patterns is something that has benefited our species, but it is sometimes so strong that we see faces in electrical outlets or the shape of a car’s front profile (for example).
I mean, it doesn’t really follow given the context. Nobody is talking about the visual sense, they’re talking about humanizing AI through using certain words, which isn’t paredolia.
You say tomato, I say tomatermort.
I REGRET EVERYTHING
Scam. We’re being sold an autocomplete tool as a search engine.
Or fraud, since some of the same companies destroyed the functionality of their search engines in order to make the autocomplete look better in comparison.