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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

📖 **Medicine in the Medieval North Atlantic World: Vernacular Texts and Traditions**

“_The chapters in this interdisciplinary collection draw together new research from historians, literary scholars, and linguists working on Norse, English, and Celtic material in order to bring fresh insights into the multilingual and cross-cultural nature of medical learning in northern Europe during the Middle Ages, c. 700–1600._”

🔗 brepolsonline.net/action/showB

@bookstodon @medievodons

**High-income groups disproportionately contribute to climate extremes worldwide**

“_Here we show how GHG emissions from consumption and investments attributable to the wealthiest population groups have disproportionately influenced present-day climate change._”

Schöngart, S., Nicholls, Z., Hoffmann, R. et al. High-income groups disproportionately contribute to climate extremes worldwide. Nat. Clim. Chang. (2025). doi.org/10.1038/s41558-025-023.

@climatechange @science

💻 :youtube: **But what is Quantum Computing? (Grover's Algorithm)**

3Blue1Brown

"_Qubits, state vectors, and Grover's algorithm for search._"

length: thirty-six minutes and fifty-three minutes.

🔗 youtube.com/watch?v=RQWpF2Gb-g.

@science

**Bursting your bubble: Chewing gum releases microplastics into your saliva, UCLA research shows**

“_The research suggests that regular gum chewers could potentially be ingesting tens of thousands of microplastic particles a year, although the health effect is not known._”

🔗 universityofcalifornia.edu/new.

@science

☀️ 🛰️ **Solar Orbiter’s widest high-res view of the Sun**

_“The image you see here combines a whopping 200 individual images into the widest high-resolution view of the Sun yet.”_

🔗 esa.int/ESA_Multimedia/Images/.

🧬 **Phoenician culture spread mainly through cultural exchange**

"_Individuals with North African ancestry lived next to and intermingled with a majority of people of mainly Sicilian-Aegean ancestry in all sampled Punic sites, including Carthage. Moreover, genetic networks across the Mediterranean suggest that shared demographic processes—such as trade, intermarriage, and population mixing—played a critical role in shaping these communities._"

🔗 mpg.de/24574685/0422-evan-phoe.

@science

**Codex Vigilanus Primeros Numeros Arabigos**

“_The first Arabic/Hindu (Ghobar type) numerals in a Western manuscript, AD 976. From Codex Vigilanus._”

attribution: The original uploader was Srnec at English Wikipedia., Public domain, via Wikimedia Commons. Page URL: commons.wikimedia.org/wiki/Fil.

@science

🇨🇳 **Chinese star catalog is the world’s oldest, astronomers claim**

“_Novel computer analysis of records ascribed to legendary Chinese astrologer dates them to nearly 2400 years ago_”

🔗 science.org/content/article/ch.

@science @astronomy

🌍 **Scientists find evidence that overturns theories of the origin of water on Earth**

"_University of Oxford researchers have helped overturn the popular theory that water on Earth originated from asteroids bombarding its surface. Instead, the material which built our planet was far richer in hydrogen than previously thought._"

🔗 ox.ac.uk/news/2025-04-16-scien.

@science

🔴 🛰️ **Garbage on the Final Frontier**

“_We’ve trashed Earth, so let’s trash space… Oh, wait, we already have!_”

🔗 daily.jstor.org/garbage-on-the.

@science

🔴 📖 **Skepticism about the science establishment, then and now**

“_In recent years, so many nonfiction books seem to be written to the airport-book template: 10 chapters, each starting with some personal anecdote, tons of repetition, almost nothing there. Even books with high-quality information provide very little of it, perhaps because the expectation is that no one will read these books from beginning to end anyway._”

🔗 statmodeling.stat.columbia.edu.

@bookstodon @science

🔴 :youtube: **The Risky Business of Geoengineering**

Bloomberg Originals

“_Is geoengineering a dangerous notion whose time has come? Scientists and entrepreneurs are testing radical ideas like solar radiation management and ocean fertilization - and finding funding for it._”

length: twenty-four minutes and one second.

🔗 youtube.com/watch?v=ZnXHJD0UI5

@climatechange @science

🔴 **Ultra-processed foods are making us old beyond our years**

“_It found a significant association between increased UPF consumption and accelerated biological ageing. For every 10% increase in UPF consumption, the gap between biological and chronological age widened by approximately 2.4 months._”

🔗 blog.oup.com/2025/04/ultra-pro.

@science

🔴 **Scientists identify most bitter substance ever known**

“_Bitter bracket mushroom compounds found to be most bitter substances known to man_”

🔗 independent.co.uk/news/science.

@science

🔴 💻 **Why an overreliance on AI-driven modelling is bad for science**

“_Without clear protocols to catch errors, artificial intelligence’s growing role in science could do more harm than good._”

🔗 nature.com/articles/d41586-025.

@science

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