Why Language Models Hallucinate. A paper released by OpenAI in September of 2025.
Back in September, OpenAI released a paper showing that ChatGPT will always make things up.
Not sometimes. Not until the next update. Always. It's how the system fundamentally works. Which means there is no "fix."
07.03.2026 17:50
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my magpie brings all the joy to the yard
06.03.2026 18:07
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A black & white line drawing/engraving of a pig headed trumpet raised above a spear carrying army.
For #FindsFriday this gorgeous depiction of the Deskford carnyx by Keith Henderson in Piggott’s Scotland Before History, 1958.
Found c.1816 Near Deskford, just south of the Moray coast, it dates to the later 1stC AD, deposited in a bog c.2/3rdC. Now in the National Museum of Scotland.
#CarnyxCrazy
06.03.2026 10:15
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rare two-for-joy spotted out the window
06.03.2026 16:28
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Il Cristo greco si è fermato a Empoli
06.03.2026 15:56
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the latter is certainly a problem, but it's just something we have to accept. More concerned with the present day, namely scholars who hijack other people's projects and then write them out of the research
06.03.2026 14:22
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the archaeology of the city of Rome is a nest of vipers. Trying not to let it make me bitter
06.03.2026 14:11
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As ever this is the moderate position.
06.03.2026 13:56
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A painting of a peasant, identified as Bencino Brugnolaio, and a dog in a mountainous landscape strewn with foodstuffs: cheeses, fruits, ham, celery, ricotta, citrons, fowl, cherries, eggs, all peculiarly out of scale
Giovanna Garzoni, Old Man from Artimino, 1648-51, Watercolor on parchment, 386 x 600 mm, Galleria Palatina (Palazzo Pitti), Florence
05.03.2026 15:51
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Pretty easy to understand that the love of AI is rooted in it’s ability to obscure the agency of those making decisions and whitewash horrific abuses by giving each choice the veneer of cold, machinelike rationality.
05.03.2026 15:06
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learning, via worldcat, that Pisa is exactly equidistant from Rome and Turin
04.03.2026 14:07
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pretty confident that if our own government bombed, say, Philadelphia, we'd just kind forget about it after a couple more Rocky movies
02.03.2026 12:54
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Who Knows Where The Time Goes?
YouTube video by Fairport Convention - Topic
01.03.2026 22:25
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This reminds me of that Frankie Boyle joke about how Americans not only come to your country and kill your people, they also come back twenty years later to make a movie about how killing your people made their soldiers sad.
01.03.2026 05:21
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finally rested enough to be tired
01.03.2026 14:15
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In a 1968 submission to UNESCO the UK rep said ‘nah we don’t need heritage regulation because the aristos own the heritage and it’s fine’. Hewison’s 1987 ‘Heritage Industry’ noted nothing had changed in 20 yrs except increasing imperial nostalgia. And now …
24.02.2026 12:47
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We should not have to buy our heritage back from treasure hunters. And our museums should not be in stark, market-driven financial competition with auction houses for our shared past. 🏺
23.02.2026 18:59
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high-fiving past me, who in fact *did* take a photo, back in 2017, of that thing I now need a photo of
21.02.2026 16:49
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With New Momentum, Republican States Push Broader Limits for Trans Americans In states that once focused mainly on health care and sports for transgender minors, debates now revolve around the validity of transgender identity.
The subheadline on this NYT piece is going to turn me into the Joker.
Like... this... is exactly what trans people have been saying was going to happen for years.
21.02.2026 15:59
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the purpose of a system is what it does
20.02.2026 18:01
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This is a beige vessel known as an askos. It has a central mouth, two smaller lateral spouts, and two horizontal handles. It features a painting in a darker shade of brown. This painting features various ornaments, as well as human figures in a procession and a body lying in state, accompanied by musicians and mourners.
Admittedly, it is not the most beautiful of vessels. However, by depicting a funerary procession and rituals, the Catarinella Askos is one of the most fascinating painted pots from ancient southern Italy. It was quite fun to write about it. doi.org/10.1017/S104... #Archaeology 🏺
16.02.2026 15:48
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nowhere is safe
20.02.2026 17:40
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write a single paragraph without using "anche se" - challenge level: impossible
20.02.2026 16:47
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Hey! Scholars! If you're using someone's work in your class, sometimes it's nice to email them and tell them, because then they might feel good about their research instead of entirely crushed by the academic humanities' ongoing descent into the grave
19.02.2026 18:05
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Roman Timber: Roofs, Doors and Forgotten Walls
Podcast Episode · Build Like a Roman · 12/02/2026 · 21m
Episode 5 is now available:
Roman Timber: Roofs, Doors and Forgotten Walls
#romans #rome #history #archaeology #brick #tiles
12.02.2026 21:28
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Roman Metals: Iron, Bronze and Lead | Build Like a Roman
Ten Tons of Nails
Episode 6 is now available:
Roman Timber: Roofs, Doors and Forgotten Walls
#romans #rome #history #archaeology #bronze #iron #romanbronze
shows.acast.com/building-the...
18.02.2026 13:39
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The left tried for decades to pass green energy subsidies, passed them, the subsidies worked, and now literally the entire planet's electricity grid is going to convert to solar+battery. It just doesn't feel like "tech" because it mostly produces kinda boring blue collar jobs instead of billionaires
18.02.2026 03:51
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I feel more at home where I speak the language of these ghosts
17.02.2026 20:27
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I tried doing this but the result is that I now understand neither
16.02.2026 17:19
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