A study finds LLMs from Anthropic, Google, OpenAI, and xAI can help with academic fraud, specifically helping non-researchers submit fabricated papers to arXiv (Elizabeth Gibney/Nature)
https://www.nature.com/articles/d41586-026-00595-9
Machine Learning techniques are upending multiple scientific fields. Operational 5-day forecasting of air quality in 1 minute in this paper from Chinese researchers.
This is awesome work with very clear public health implications.
EDIT for clarity: I am.not suggesting LLMs have anything to do with this work, but many people hear AI and imagine LLMs. And many of them.are perhaps rightly sceptical of AI as a result.
But AI or ML techniques can be useful for lots of things, not just chatbots. And we should probably invest more in those.
https://www.nature.com/articles/s41586-026-10234-y
Culture, nature, community
#SilentSunday
Observation of a mixed close-packed structure in superionic water: #ice just got weirder: https://www6.slac.stanford.edu/news/2026-01-08-exotic-form-ice-just-got-weirder - multiple atomic stacking patterns coexisting in overlapping configurations never seen before in this phase of water.
Urbanity - Cloud Four ☁️
城市化 - 四云 ☁️
📷 Pentax MX
🎞️ Ilford Pan 100
#filmphotography #Photography #blackandwhite
This is nature on the island of #Norderney as me, @…, and @… visited it du…
A Fox Squirrel, about to jump to another branch. LA Arboretum, Arcadia, California, USA. February, 2026. OM System OM-1 M.Zuiko 300mm F4 #laarboretum #squirrels #nature
The ephemeral nature of digital music and "albums" is a bit annoying. You can listen to an album today that has more or fewer songs than it had two days ago.
Also, artists can republish the same song on the same album, effectively replacing the original over time. Next thing you know, your folk album is a dubstep nightmare (hyperbole).
Been listening to old episodes of Tracy Alloway and Joe Weisenthal's Odd Lots. This episode from 2017 about the Diner's Club, where they interview a *media studies* professor, is fascinating: "The stuff of money is the same as the stuff of communications".
@… you seem to misunderstand the nature of the Fediverse, where people write something and other people might, or might not, read that thing.
Serendipity.
I can''t recall how your toot became visible. That's how it is.
Sonnet 020 - XX
A woman's face with nature's own hand painted,
Hast thou, the master mistress of my passion;
A woman's gentle heart, but not acquainted
With shifting change, as is false women's fashion:
An eye more bright than theirs, less false in rolling,
Gilding the object whereupon it gazeth;
A man in hue all hues in his controlling,
Which steals men's eyes and women's souls amazeth.
And for a woman wert thou f…
Fraudulent papers written by AI are becoming a serious problem. Guess which AI is most willing to cooperate with this sort of dishonest fraud?
https://www.nature.com/articles/d41586-026-00595-9
Just had the talk with Kid2. She should now be able to explain to anyone who's interested consumer complicity in the exploitative nature of capitalism using food delivery apps as an illustration.
"Die im Fachjournal Nature vorgestellte Studie untermauert die Sichtweise, dass Schmerz nicht bloß ein sensorisches Signal ist, sondern ein dynamischer Zustand im Gehirn, der von Wahrnehmung, Erinnerung und Emotion geformt wird."
https://www.
Dynamical development of strength and stability of #asteroid material under 440 GeV proton beam irradiation: #impact – and reveals the hidden strength of space rocks, a breakthrough with direct implications for #PlanetaryDefence strategies: https://www.ox.ac.uk/news/2026-01-08-new-study-simulates-asteroid-impact-and-reveals-hidden-strength-space-rocks
Crosslisted article(s) found for hep-ph. https://arxiv.org/list/hep-ph/new
[1/1]:
- "Observations on the possible electromagnetic nature of nucleon interactions and pions" -- histor...
Mathias Bostr\"om, Drew F. Parsons
A bunch of professors (who mostly don't really have strong credentials in the field) argue that "AI" is already as intelligent as humans (https://archive.ph/2026.02.03-055607/https://www.nature.com/articles/d41586-026-00285-6) .
<…
"Is academic research becoming too competitive?
Nature examines the data Applications for European research grants increased in 2025. Scientists say they’re feeling the competition."
Sobering numbers from funding institutions in Nature
https://www.nature.com/articles/d41586-025
My today's #footpathFriday is one from the archives. I was really bad prepared that day, but luckily everything turned out well -- and I got this fantastic, dramatic shot!
more about that day: http…
Accept
Harmony is only in following the Way.
The Way is without form or quality,
But expresses all forms and qualities;
The Way is hidden and implicate,
But expresses all of nature;
The Way is unchanging,
But expresses all motion.
Beneath sensation and memory
The Way is the source of all the world.
How can I understand the source of the world?
By accepting.
-- Lao Tse, "Tao Te Ching"
Manifolds and Modules: How Function Develops in a Neural Foundation Model
Johannes Bertram, Luciano Dyballa, T. Anderson Keller, Savik Kinger, Steven W. Zucker
https://arxiv.org/abs/2512.07869 https://arxiv.org/pdf/2512.07869 https://arxiv.org/html/2512.07869
arXiv:2512.07869v1 Announce Type: new
Abstract: Foundation models have shown remarkable success in fitting biological visual systems; however, their black-box nature inherently limits their utility for under- standing brain function. Here, we peek inside a SOTA foundation model of neural activity (Wang et al., 2025) as a physiologist might, characterizing each 'neuron' based on its temporal response properties to parametric stimuli. We analyze how different stimuli are represented in neural activity space by building decoding man- ifolds, and we analyze how different neurons are represented in stimulus-response space by building neural encoding manifolds. We find that the different processing stages of the model (i.e., the feedforward encoder, recurrent, and readout modules) each exhibit qualitatively different representational structures in these manifolds. The recurrent module shows a jump in capabilities over the encoder module by 'pushing apart' the representations of different temporal stimulus patterns; while the readout module achieves biological fidelity by using numerous specialized feature maps rather than biologically plausible mechanisms. Overall, we present this work as a study of the inner workings of a prominent neural foundation model, gaining insights into the biological relevance of its internals through the novel analysis of its neurons' joint temporal response patterns.
toXiv_bot_toot
Looking for inspiration in the new year? A chance to rediscover wonder and connect with nature? Our big spring semester exhibition, "We, Too, Are Made of Wonders," opens January 24 and takes inspiration from a poem by Ada Limón currently traveling to Jupiter on the Europa Clipper space probe.
https://lnkd.in/eDfgFdp5
Nature is healing...
#Bitcoin
Urban Texture IV 🧩
城市质地 IV 🧩
📷 Zeiss IKON Super Ikonta 533/16
🎞️ Lucky SHD 400
#filmphotography #Photography #blackandwhite
“There he sat, his very indifference speaking a nature in which there lurked no civilized hypocrisies and bland deceits.”
(Yes, reading Moby Dick right now.)
As promised, but overdue... It's #FollowFriday time — this week: landscape and nature photographers, transporting us to magic places on this planet and sharing precious fleeting moments/experiences there...
25 people, in alphabetical order (and entirely incomplete, of course!). Also, due to personal preferences, there's a bias towards mountain landscapes:
An Open Access article in Nature details how data can now be written in borosilicate glass hard drives so it can last 10,000 years.
https://www.nature.com/articles/s41586-025-10042-w
Now, scientists are figuring out which memes and cat pictures to keep that long.
SLEEP BETTER!
Three tips to improve your sleep:
- Go to bed 30 minutes earlier than usual on weekdays instead of sleeping in at the weekend 🛏️
- Expose yourself to bright light in the morning as much as possible, be it outdoor or indoors light 💡☀️
- Spend at least 20 minutes in restorative activity daily: reading, nature, music, anything you want, no goals, just restore 📖🌳♫
From a newsletter "Eight weeks to a healthier you" by
They’re lovely to look at, but I learnt whilst living in the Blue Mountains that many locals despise them as invasive weeds.
I frequently saw agapanthus burnt or with their heads cut off, and more than once someone had swerved offroad to drive their car through a garden bed and take a few of them out.
It’s a special place. https://
#swissuniversities Negotiations with Springer Nature: No-deal Situation. #BigPub #cartels
An April 2025 study published in the prominent journal Nature found tantalizing evidence that the herpes zoster – or #shingles – #vaccine
👍could lower the risk of #dementia in the general population by as much as 20%❗️
A …
Sonnet 004 - IV
Unthrifty loveliness, why dost thou spend
Upon thy self thy beauty's legacy?
Nature's bequest gives nothing, but doth lend,
And being frank she lends to those are free:
Then, beauteous niggard, why dost thou abuse
The bounteous largess given thee to give?
Profitless usurer, why dost thou use
So great a sum of sums, yet canst not live?
For having traffic with thy self alone,
Thou of thy self thy sweet self dos…
Sonnet 127 - CXXVII
In the old age black was not counted fair,
Or if it were, it bore not beauty's name;
But now is black beauty's successive heir,
And beauty slandered with a bastard shame:
For since each hand hath put on Nature's power,
Fairing the foul with Art's false borrowed face,
Sweet beauty hath no name, no holy bower,
But is profaned, if not lives in disgrace.
Therefore my mistress' eyes are raven black,
Sunyaev–Zeldovich detection of hot intracluster gas at redshift 4.3: #GalaxyCluster in the early universe is 10 times hotter than it ought to be, which may reshape how we think these enormous structures formed.
Urban Texture II 🧩
城市质地 II 🧩
📷 Nikon F4E
🎞️ ERA 100, expired 1993
#filmphotography #Photography #blackandwhite
DEX in near Earth orbit in light of #Venus Orbiter Dust Experiment: https://www.nature.com/articles/s41598-025-21988-2 -> India’s Cosmic Dust Experiment - Ground-breaking Hunt for Interplanetary Secrets: https://www.isro.gov.in/Indias_Cosmic_Dust_Experiment.html
Audio long read: Many people have no mental imagery. What’s going on in their brains? #aphantasia are offering brain scient…
The dramatic transition of the extreme red supergiant WOH G64 to a yellow hypergiant: #stars
WildLeaks is the world’s first whistleblowing initiative dedicated to environmental crime. #nature #environment
A language processing time window of around three seconds https://www.nature.com/articles/s44159-026-…