8/16/2026 at 1:26:58 PM
Nothing beats when, in a chemistry paper, AI paraphrased „the final solution” into „the mass killing of an ethnic group”.“Subsequently, 1 mL of the mass killing of an ethnic group was opposed to 20 mL of the skin sample and unprotected to light for 7 min.”
From: https://bsky.app/profile/forbetterscience.bsky.social/post/3...
by stared
8/16/2026 at 1:55:25 PM
How about "lactose bigotry" instead of "lactose intolerance" https://scholar.google.com/scholar?q=%22lactose+bigotry%22by Alifatisk
8/16/2026 at 2:38:00 PM
TIL I'm a lactose bigotby morkalork
8/16/2026 at 3:35:34 PM
We all are, at some level.by iambateman
8/16/2026 at 9:20:56 PM
Speak for yourself, I don't see dairy.by Andrex
8/16/2026 at 11:30:59 PM
Sounds like discrimination to me.by LoganDark
8/17/2026 at 6:40:15 AM
Discreamination FTFYby petersumskas
8/17/2026 at 8:44:40 AM
I all are, at some levelby weego
8/17/2026 at 7:41:19 AM
I have nothing against lactose but...by pazqo
8/18/2026 at 12:46:31 PM
Some of my best friends are lactose.by hackeraccount
8/16/2026 at 5:45:40 PM
Nobody is born a lactose bigotby cineticdaffodil
8/16/2026 at 7:11:12 PM
That would look good as a title on a nice business card. Letterpress, maybe.by kraussvonespy
8/16/2026 at 3:51:56 PM
[flagged]by theptip
8/16/2026 at 4:11:12 PM
So the euphemism treadmill is spinning the other directionby bsimpson
8/16/2026 at 5:07:47 PM
The euphemism treadmill has not been unalived.by SideburnsOfDoom
8/16/2026 at 2:59:06 PM
This doesn‘t sound like AI. LLMs do not use dictionary definitions for translating a paper this way. It does look like some translation engine like Google Translate or worse, maybe with some text obfuscator trying to avoid plagiarism detection.by ivan_gammel
8/16/2026 at 7:46:36 PM
Yes, this looks like something which predates AI by several decades: https://en.wikipedia.org/wiki/Article_spinningby userbinator
8/16/2026 at 7:53:51 PM
https://arxiv.org/abs/2107.06751 found that a lot of the outputs were characteristic of an online tool called SpinBot. (The tool no longer seems to work the same way that it did at the time.)by duskwuff
8/17/2026 at 9:58:12 AM
Maybe deepl gone wild?by Bombthecat
8/16/2026 at 4:54:08 PM
LLMs are not the only form of AI.by wavemode
8/16/2026 at 5:36:12 PM
Simple substitution of phrases doesn’t sound like any AI.by anamexis
8/16/2026 at 5:55:28 PM
Autocorrect unleashed doesn't sound like any AI either but that doesn't stop anyone from calling it thatby xgulfie
8/16/2026 at 9:31:06 PM
Aren't most autocorrect transformer-based?by stymaar
8/16/2026 at 10:11:23 PM
Historically, no.The simplest way to build autocorrect is to have a dictionary, look it up for each word, and suggest the "closest" dictionary word if a typed word is absent from the dictionary.
It has existed way before transformers and on platforms that couldn't dream of running even the smallest transformer.
by sebastiennight
8/17/2026 at 1:35:30 AM
What do you mean by "look it up" if not measure the closest dictionary word by edit distance?I think you'll find the broader idea of word vectorization to be remarkably similar to what text transformers do.
by sublinear
8/17/2026 at 9:02:13 PM
Yes, I meant, find the closest word by edit distance. I'm unsure where vectorization would factor in here?by sebastiennight
8/17/2026 at 10:53:24 PM
When I made this comment, I was thinking of edit distance embedding (like everyone else in this reply chain) while you're thinking of BK-trees.We're just talking past each other. I agree that a tree is the historical solution. I didn't catch that part.
by sublinear
8/16/2026 at 3:17:25 PM
Google Translate uses an LLM, last I heard.by 1over137
8/16/2026 at 9:48:09 PM
It switched very recently I think if at all. It was way worse at translations than Gemini even at the beginning of this year. Especially between a pair of languages other than English. It was mixing two completely different words that are the same in English.by scotty79
8/17/2026 at 10:38:57 AM
I've seen it make very LLM mistakes, esp. "hiccups" and palilalia this month.by krige
8/16/2026 at 7:46:25 PM
Only since 2023.by kevin_thibedeau
8/16/2026 at 9:33:24 PM
WDYM? It used an encoder-decoder transformer model long before 2023 (and also long before decoder-only transformers à la GPT became the new standard).Most people seem to believe LLM only describe these decoder-only architectures, but the term predate them by a big margin. BERT (encoder-only) was a large language model, and there were even language models before transformers were even a thing.
by stymaar
8/17/2026 at 2:13:15 AM
Either that or it was an AI trained on conversations between parents and teenagers.by pseudohadamard
8/16/2026 at 3:18:45 PM
That sounds like Anthrophics watermark explanation though.by gmerc
8/16/2026 at 3:43:08 PM
Anthropic’s watermark is just using a known collection of random seeds during output token generation. That’s it. The models always relied on some randomness, here the randomness is fixed and remembered for querying later.by LPisGood
8/16/2026 at 8:11:30 PM
> Anthropic’s watermark is just using a known collection of random seeds during output token generation. That’s it.Wouldn't that mean that checking the watermark...
(1) Required knowing the prompt used to generate the text; and
(2) was just as expensive as generating the text?
by thaumasiotes
8/18/2026 at 10:43:57 AM
wouldn't it mean reversing the output text into prompt and seed?by hdjdbckcnfn
8/17/2026 at 1:13:01 PM
It's gotta be a bit more than that, otherwise it would fail if you trimmed even one token off the start of the whole session, let alone removing the prompt entirely.(One approach that's been described is creating a bias in certain token pairs or short sequences: by hashing the previous n tokens, potentially with a secret seed, you create a list of essentially random allowed and disallowed next tokens, then bias the token selection to prefer allowed tokens, so long as they are plausible enough. Then you can check any long-enough subset of the output, if it deviates significantly enough from random chance on following this rule, it was almost certainly generated from a system following these rules.)
by rcxdude
8/17/2026 at 2:49:15 PM
When many of the core datasets were being produced, a lot of these companies mangled the text to be "friendlier" to try and avoid certain issues.The changes they made often resulted in this kind of weird nonsense: Swapping the word "Failure" for "Disappointment" in a vain attempt to keep it from saying "you're a failure", but also just stripping out words such as slurs and insults, resulting in at one point the hilarious situation in which Gemini for quite a while would INSIST that the lyrics for the Dire Straits song "Money for Nothing" contained "That little has his own jet airplane/that little is a millionaire" -- which in certain contexts changes the meaning of the song incredibly.
These hack-and-slash text manglings have resulted in some of these clbuttic sort of writing styles being used during LLM-assisted writing. A more famous version of this was caused by one paper: https://world.edu/a-weird-phrase-is-plaguing-scientific-pape...
by indrora
8/16/2026 at 9:10:41 PM
That reminds me of an anecdote that my high school English teacher used to tell, as a way of cautioning against use of thesauruses: some student substituted "flatus" for "wind" in their composition, writing something like "a gentle flatus was blowing from the bay".by kazinator
8/16/2026 at 2:01:05 PM
African American-tie dinner. Spin City 1996.by sandworm101
8/16/2026 at 2:41:34 PM
Related, from 1988: https://bousbous.com/wp-content/uploads/2022/01/image-9.pngby CoastalCoder
8/16/2026 at 10:20:00 PM
This phenomenon is called the Euphemism Treadmill:by sebastiennight
8/16/2026 at 7:48:20 PM
I also notice that "was opposed to 20 mL" and "unprotected to light" are also not phrases a human would likely produce for that sentence.by userbinator
8/16/2026 at 1:52:59 PM
I've heard of microdosing Hitler but this is a whole new level of clbuttic.by bombcar
8/17/2026 at 10:02:19 AM
Titrating the Hitler particles out of solution.(remarkably, the phrase "particle of Hitler in every bourgeoise" comes from Trotsky rather than being original internet slang)
by pjc50
8/17/2026 at 10:11:13 AM
IIRC Feynman had a proof of this, atoms of Socrates, Hitler, and Shakespeare passing into every lung on earth.by defrost
8/16/2026 at 3:55:30 PM
I had sent this an hour ago as a quote with a few others (lactose bigotry, of course the kidney disappointment) to someone via iMessage. The Apple Intelligence summary was unfortunately not screenshotted by them, but I am told it was a doozy...by Topfi
8/16/2026 at 1:57:17 PM
[flagged]by andriy_koval
8/16/2026 at 5:06:30 PM
[flagged]by yieldcrv
8/17/2026 at 10:00:52 AM
.. what?by pjc50
8/16/2026 at 7:14:27 PM
[dead]by cindyllm