this post was submitted on 11 Mar 2026
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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%.

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[–] RandAlThor@lemmy.ca 14 points 21 hours ago (3 children)

This is pretty bonkers. How TF are they fabricating answers?????

[–] bad1080@piefed.social 14 points 20 hours ago (1 children)
[–] snooggums@piefed.world 8 points 20 hours ago (2 children)

Aka being wrong, but with a fancy name!

When Cletus is wrong because he mixed up a dog and a cat when deacribing their behavior do we call it hallucinating? No.

[–] Scipitie@lemmy.dbzer0.com 20 points 19 hours ago (1 children)

Accepting concepts like "right" and "wrong" gives those tools way too much credit, basically following the AI narrative of the corporations behind them. They can only be used about the output but not the tool itself.

To be precise:

LLMs can't be right or wrong because the way they work has no link to any reality - it's stochastics, not evaluation. I also don't like the term halluzination for the same reason. It's simply a too high temperature setting jumping into a closeby but unrelated vector set.

Why this is an important distinction: Arguing that an LLM is wrong is arguing on the ground of ChatGPT and the likes: It's then a "oh but wen make them better!" And their marketing departments overjoy.

To take your calculator analogy: like these tools do have floating point errors which are inherent to those tools wrong outputs are a dore part of LLMs.

We can minimize that but then they automatically use part of their function. This limitation is way stronger on LLMs than limiting a calculator to 16 digits after the comma though...

[–] CubitOom@infosec.pub 5 points 19 hours ago* (last edited 19 hours ago) (3 children)

What word would you propose to use instead?

Fabrication?

[–] eceforge@discuss.tchncs.de 2 points 8 hours ago

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.

[–] Scipitie@lemmy.dbzer0.com 7 points 19 hours ago (1 children)

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. :(

[–] Telorand@reddthat.com 4 points 18 hours ago (1 children)

We do enjoy pareidolia, don't we?

[–] deranger@sh.itjust.works 2 points 17 hours ago (1 children)

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.

[–] Telorand@reddthat.com 1 points 2 hours ago (1 children)

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).

[–] deranger@sh.itjust.works 1 points 2 hours ago* (last edited 2 hours ago) (1 children)

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.

[–] Telorand@reddthat.com 1 points 1 hour ago

You say tomato, I say tomatermort.

[–] leftzero@lemmy.dbzer0.com 2 points 15 hours ago

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.

[–] bad1080@piefed.social 4 points 19 hours ago

if you have a lobby you get special names, look at the pharma industry who coined the term "discontinuation syndrome" for a simple "withdrawal"

[–] Zink@programming.dev 5 points 16 hours ago

I'm no expert and don't care to become one, but I understand they generally trained these models on the entire public internet plus all the literature and research they could pirate.

So I would expect the outputs of those models to not be some kind of magical correct description of the world, but instead to be roughly "this passes for something a person on the internet might write."

It does the thing it was designed to do pretty well. But then the sociopathic grifters tried to sell it to the world as a magic super-intelligence that actually knows things. And of course many small-time wannabe grifters ate it up.

What LLMs do is get you a passable elaborate forum post replying to your question, written by an extremely confident internet rando. But it's done at computer speed and global scale!

[–] ji59@hilariouschaos.com 2 points 20 hours ago* (last edited 20 hours ago)

Because guessing correct answer is more successful than saying nothing.