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**Generalization bias in large language model summarization of scientific research**

“_Our results indicate a strong bias in many widely used LLMs towards overgeneralizing scientific conclusions, posing a significant risk of large-scale misinterpretations of research findings._”

Peters Uwe and Chin-Yee Benjamin. 2025 Generalization bias in large language model summarization of scientific research. R. Soc. Open Sci.12: 241776. doi.org/10.1098/rsos.241776.

@ai @science

💻 **I'm a college professor. My advice to young people who feel hooked on tech**

“_The process of writing — not the final product — is what sharpens our logical reasoning and self-expression. For students who don’t use AI in smart ways, the result is essays that are all product, no process — and no process means no real learning._”

🔗 mashable.com/article/a-profess.

@ai

**Warming of +1.5 °C is too high for polar ice sheets**

“_Here we synthesise multiple lines of evidence to show that +1.5 °C is too high and that even current climate forcing (+1.2 °C), if sustained, is likely to generate several metres of sea-level rise over the coming centuries, causing extensive loss and damage to coastal populations and challenging the implementation of adaptation measures._”

Stokes, C.R., Bamber, J.L., Dutton, A. et al. Warming of +1.5 °C is too high for polar ice sheets. Commun Earth Environ 6, 351 (2025). doi.org/10.1038/s43247-025-022.

@geography @climatechange

20 May 1569: Edmund Spenser, future #poet & planter in #Ireland matriculates at Pembroke College #Cambridge #otd

💻 📚 **How an AI-generated summer reading list got published in major newspapers**

“_Only five of the 15 titles on the list are real._”

🔗 npr.org/2025/05/20/nx-s1-54050.

@ai @bookstodon

**Marked decline in semicolons in English books, study suggests**

“_Usage of punctuation down almost half in two decades as further research finds 67% of British students rarely use it_”

🔗 theguardian.com/science/2025/m.

@linguistics

🇩🇰 **The Hoby cups: Tracing connections in Iron Age Denmark**

“_What can a pair of silver cups deposited as grave goods in Denmark reveal about links with the Roman world?_”

🔗 the-past.com/feature/the-hoby-.

@histodons @archaeodons

Seems like the logical conclusion of this "generative AI" exercise.

"“My grades were amazing,” she said. “It changed my life.” Sarah continued to use AI when she started college this past fall. Why wouldn’t she? Rarely did she sit in class and not see other students’ laptops open to ChatGPT. Toward the end of the semester, she began to think she might be dependent on the website.

web.archive.org/web/2025051219

🇬🇧 "_Households will be charged £129 less for a typical annual bill from July as the energy price cap is due to fall, according to energy consultants Cornwall Insight._"

Flipboard UK  
Energy bills set for series of falls as price cap due to be lowered, says forecaster https://news.sky.com/story/energy-bills-set-for-series-of-fall...

The Spanish words 'año' ('year') and 'España' ('Spain') contain the letter ñ, which is called eñe.

It comes from a double nn. One of the n's was abbreviated as a squiggle on top of the other: ñ.

For instance, 'año' comes from Latin 'annum' with nn.

However, 'puño', 'España' and 'viña' come from 'pūgnum', 'Hispāniam' and 'vīneam', which didn't have nn.

My graphic explains how they got their ñ:

#AI is killing the joy I feel with a lot of things lately. That's not a great feeling. But you can explain it if you compare AI with frozen pizza.

leah.is/posts/ai_is_killing_jo

🇺🇸 **Is Trump the same as Nixon in 1968? - Luke A. Nichter**

length: forty-six minutes and thirty-four seconds.

🔗 youtube.com/watch?v=ruqU--AR7Q.

@histodons

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