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Science Simplified!

                       JAI VIGNAN

All about Science - to remove misconceptions and encourage scientific temper

Communicating science to the common people

'To make  them see the world differently through the beautiful lense of  science'

Members: 22
Latest Activity: 2 hours ago

         WE LOVE SCIENCE HERE BECAUSE IT IS A MANY SPLENDOURED THING

     THIS  IS A WAR ZONE WHERE SCIENCE FIGHTS WITH NONSENSE AND WINS                                               

“The greatest enemy of knowledge is not ignorance, it is the illusion of knowledge.”             

                    "Being a scientist is a state of mind, not a profession!"

                  "Science, when it's done right, can yield amazing things".

         The Reach of Scientific Research From Labs to Laymen

The aim of science is not only to open a door to infinite knowledge and                                     wisdom but to set a limit to infinite error.

"Knowledge is a Superpower but the irony is you cannot get enough of it with ever increasing data base unless you try to keep up with it constantly and in the right way!" The best education comes from learning from people who know what they are exactly talking about.

Science is this glorious adventure into the unknown, the opportunity to discover things that nobody knew before. And that’s just an experience that’s not to be missed. But it’s also a motivated effort to try to help humankind. And maybe that’s just by increasing human knowledge—because that’s a way to make us a nobler species.

If you are scientifically literate the world looks very different to you.

We do science and science communication not because they are easy but because they are difficult!

“Science is not a subject you studied in school. It’s life. We 're brought into existence by it!"

 Links to some important articles :

1. Interactive science series...

a. how-to-do-research-and-write-research-papers-part 13

b. Some Qs people asked me on science and my replies to them...

Part 6part-10part-11part-12, part 14  ,  part- 8

part- 1part-2part-4part-5part-16part-17part-18 , part-19 , part-20

part-21 , part-22part-23part-24part-25part-26part-27 , part-28

part-29part-30part-31part-32part-33part-34part-35part-36part-37,

 part-38part-40part-41part-42part-43part-44part-45part-46part-47

Part 48 part49Critical thinking -part 50 , part -51part-52part-53

part-54part-55part-57part-58part-59part-60part-61part-62part-63

part 64, part-65part-66part-67part-68part 69part-70 part-71part-73 ...

.......306

BP variations during pregnancy part-72

who is responsible for the gender of  their children - a man or a woman -part-56

c. some-questions-people-asked-me-on-science-based-on-my-art-and-poems -part-7

d. science-s-rules-are-unyielding-they-will-not-be-bent-for-anybody-part-3-

e. debate-between-scientists-and-people-who-practice-and-propagate-pseudo-science - part -9

f. why astrology is pseudo-science part 15

g. How Science is demolishing patriarchal ideas - part-39

2. in-defence-of-mangalyaan-why-even-developing-countries-like-india need space research programmes

3. Science communication series:

a. science-communication - part 1

b. how-scienitsts-should-communicate-with-laymen - part 2

c. main-challenges-of-science-communication-and-how-to-overcome-them - part 3

d. the-importance-of-science-communication-through-art- part 4

e. why-science-communication-is-geting worse - part  5

f. why-science-journalism-is-not-taken-seriously-in-this-part-of-the-world - part 6

g. blogs-the-best-bet-to-communicate-science-by-scientists- part 7

h. why-it-is-difficult-for-scientists-to-debate-controversial-issues - part 8

i. science-writers-and-communicators-where-are-you - part 9

j. shooting-the-messengers-for-a-different-reason-for-conveying-the- part 10

k. why-is-science-journalism-different-from-other-forms-of-journalism - part 11

l.  golden-rules-of-science-communication- Part 12

m. science-writers-should-develop-a-broader-view-to-put-things-in-th - part 13

n. an-informed-patient-is-the-most-cooperative-one -part 14

o. the-risks-scientists-will-have-to-face-while-communicating-science - part 15

p. the-most-difficult-part-of-science-communication - part 16

q. clarity-on-who-you-are-writing-for-is-important-before-sitting-to write a science story - part 17

r. science-communicators-get-thick-skinned-to-communicate-science-without-any-bias - part 18

s. is-post-truth-another-name-for-science-communication-failure?

t. why-is-it-difficult-for-scientists-to-have-high-eqs

u. art-and-literature-as-effective-aids-in-science-communication-and teaching

v.* some-qs-people-asked-me-on-science communication-and-my-replies-to-them

 ** qs-people-asked-me-on-science-and-my-replies-to-them-part-173

w. why-motivated-perception-influences-your-understanding-of-science

x. science-communication-in-uncertain-times

y. sci-com: why-keep-a-dog-and-bark-yourself

z. How to deal with sci com dilemmas?

 A+. sci-com-what-makes-a-story-news-worthy-in-science

 B+. is-a-perfect-language-important-in-writing-science-stories

C+. sci-com-how-much-entertainment-is-too-much-while-communicating-sc

D+. sci-com-why-can-t-everybody-understand-science-in-the-same-way

E+. how-to-successfully-negotiate-the-science-communication-maze

4. Health related topics:

a. why-antibiotic-resistance-is-increasing-and-how-scientists-are-tr

b. what-might-happen-when-you-take-lots-of-medicines

c. know-your-cesarean-facts-ladies

d. right-facts-about-menstruation

e. answer-to-the-question-why-on-big-c

f. how-scientists-are-identifying-new-preventive-measures-and-cures-

g. what-if-little-creatures-high-jack-your-brain-and-try-to-control-

h. who-knows-better?

i. mycotoxicoses

j. immunotherapy

k. can-rust-from-old-drinking-water-pipes-cause-health-problems

l. pvc-and-cpvc-pipes-should-not-be-used-for-drinking-water-supply

m. melioidosis

n.vaccine-woes

o. desensitization-and-transplant-success-story

p. do-you-think-the-medicines-you-are-taking-are-perfectly-alright-then revisit your position!

q. swine-flu-the-difficlulties-we-still-face-while-tackling-the-outb

r. dump-this-useless-information-into-a-garbage-bin-if-you-really-care about evidence based medicine

s. don-t-ignore-these-head-injuries

t. the-detoxification-scam

u. allergic- agony-caused-by-caterpillars-and-moths

General science: 

a.why-do-water-bodies-suddenly-change-colour

b. don-t-knock-down-your-own-life-line

c. the-most-menacing-animal-in-the-world

d. how-exo-planets-are-detected

e. the-importance-of-earth-s-magnetic-field

f. saving-tigers-from-extinction-is-still-a-travail

g. the-importance-of-snakes-in-our-eco-systems

h. understanding-reverse-osmosis

i. the-importance-of-microbiomes

j. crispr-cas9-gene-editing-technique-a-boon-to-fixing-defective-gen

k. biomimicry-a-solution-to-some-of-our-problems

5. the-dilemmas-scientists-face

6. why-we-get-contradictory-reports-in-science

7. be-alert-pseudo-science-and-anti-science-are-on-prowl

8. science-will-answer-your-questions-and-solve-your-problems

9. how-science-debunks-baseless-beliefs

10. climate-science-and-its-relevance

11. the-road-to-a-healthy-life

12. relative-truth-about-gm-crops-and-foods

13. intuition-based-work-is-bad-science

14. how-science-explains-near-death-experiences

15. just-studies-are-different-from-thorough-scientific-research

16. lab-scientists-versus-internet-scientists

17. can-you-challenge-science?

18. the-myth-of-ritual-working

19.science-and-superstitions-how-rational-thinking-can-make-you-work-better

20. comets-are-not-harmful-or-bad-omens-so-enjoy-the-clestial-shows

21. explanation-of-mysterious-lights-during-earthquakes

22. science-can-tell-what-constitutes-the-beauty-of-a-rose

23. what-lessons-can-science-learn-from-tragedies-like-these

24. the-specific-traits-of-a-scientific-mind

25. science-and-the-paranormal

26. are-these-inventions-and-discoveries-really-accidental-and-intuitive like the journalists say?

27. how-the-brain-of-a-polymath-copes-with-all-the-things-it-does

28. how-to-make-scientific-research-in-india-a-success-story

29. getting-rid-of-plastic-the-natural-way

30. why-some-interesting-things-happen-in-nature

31. real-life-stories-that-proves-how-science-helps-you

32. Science and trust series:

a. how-to-trust-science-stories-a-guide-for-common-man

b. trust-in-science-what-makes-people-waver

c. standing-up-for-science-showing-reasons-why-science-should-be-trusted

You will find the entire list of discussions here: http://kkartlab.in/group/some-science/forum

( Please go through the comments section below to find scientific research  reports posted on a daily basis and watch videos based on science)

Get interactive...

Please contact us if you want us to add any information or scientific explanation on any topic that interests you. We will try our level best to give you the right information.

Our mail ID: kkartlabin@gmail.com

Discussion Forum

Microbe exposure may not protect against developing allergic disease in adulthood

Started by Dr. Krishna Kumari Challa. Last reply by Dr. Krishna Kumari Challa 3 hours ago. 1 Reply

The "hygiene hypothesis" suggests exposure to diverse types of microbes may protect against developing diseases caused by allergens, but a new study in mice reveals that adults' exposure to diverse microbes and allergens may in fact worsen certain…Continue

Adverse Effects of Pickles

Started by Dr. Krishna Kumari Challa. Last reply by Dr. Krishna Kumari Challa yesterday. 1 Reply

Q: My husband eats lots of pickles. Are they bad for one's health?Krishna: Yes, we Indians eat lots of pickles, almost daily.Fermented foods such as kefir, kimchi, and miso can help keep your gut healthy. But most pickles on grocery shelves are not…Continue

Scientists Want to Intercept Cancer Decades Before It Develops. Here's How.

Started by Dr. Krishna Kumari Challa. Last reply by Dr. Krishna Kumari Challa on Monday. 1 Reply

Cancer treatment follows a familiar pattern: Doctors spot symptoms, diagnose the disease, and start treatment.But scientists are now exploring a radical shift in how we…Continue

Study finds more parents saying 'no' to vitamin K at birth, putting babies' brains at risk

Started by Dr. Krishna Kumari Challa. Last reply by Dr. Krishna Kumari Challa on Friday. 1 Reply

Study finds more parents saying 'no' to vitamin K at birth, putting babies' brains at riskIncreasing numbers of parents are refusing vitamin K shots for their newborns, putting infants at greater risk of avoidable brain injuries, according to a…Continue

Comment Wall

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You need to be a member of Science Simplified! to add comments!

Comment by Dr. Krishna Kumari Challa 2 hours ago

Chemists shed light on how age-related cataracts may begin
A specific oxidative modification in the γS-crystallin protein of the eye lens increases its tendency to aggregate under stress, even though the protein remains structurally stable. This subtle chemical change, which accumulates with age and environmental exposure, may initiate cataract formation by promoting protein clumping and impairing lens transparency.
The research, published in Biophysical Reports, focuses on proteins called crystallins, which help keep the eye lens clear. These proteins are meant to last a lifetime. But unlike most cells in the body, the lens cannot replace damaged proteins, so chemical changes can gradually accumulate over decades.
The protein can still look mostly normal, but even a small chemical change makes it much more likely to stick to other proteins.

Yeonseong Seo et al, Mimicking oxidative damage in γS-crystallin with site-specific incorporation of 5-hydroxytryptophan, Biophysical Reports (2026). DOI: 10.1016/j.bpr.2026.100251

Comment by Dr. Krishna Kumari Challa 3 hours ago

Pollution, noise and climate stress all pose a serious threat to heart health
Environmental stressors such as air pollution, noise, chemical exposure, and climate-related factors significantly increase cardiovascular disease (CVD) risk, contributing to over 13 million deaths annually. These factors interact through shared biological pathways and disproportionately affect vulnerable populations. Integrating environmental risks into CVD prevention is essential for effective public health strategies.
For decades, cardiologists have developed treatments and prevention measures that focus solely on the individual: controlling blood pressure, lowering cholesterol, quitting smoking, and so on. Environment is also a key determinant of CVD risk, but it has been persistently overlooked. Environmental risk factors are estimated to contribute to more than 13 million deaths annually, exceeding the burden of many well-established risk factors.
According to the World Health Organization, 99% of the world's population breathes air that exceeds its recommended pollution levels. But air pollution is not the only risk factor—chronic exposure to noise, nighttime light pollution, chemical pollutants, poor water and soil quality, and the increasingly frequent impacts of climate change such as heat waves and fires all play a fundamental role in heart health.
The combined impacts of environmental factors accumulate over the years, affecting our overall cardiovascular health. The joint article by the cardiology societies emphasizes that these factors do not act in isolation—they interact through shared biological pathways such as inflammation and oxidative stress.
Reducing pollution, noise and urban heat is therefore not just a matter of ecology—it literally prevents heart disease.

https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.125.079034

Comment by Dr. Krishna Kumari Challa 3 hours ago

Microbe exposure may not protect against developing allergic disease

The "hygiene hypothesis" suggests exposure to diverse types of microbes may protect against developing diseases caused by allergens, but a new study in mice reveals that adults' exposure to diverse microbes and allergens may in fact worsen certain allergic conditions.
Exposure to diverse microbes in adulthood can worsen allergic airway inflammation in mice, challenging the idea that microbial exposure always protects against allergic diseases. The protective or aggravating effect of microbial exposure appears to depend on the timing and life stage, with early-life exposure potentially offering more benefit than adult exposure.
Data suggests that it's important to think about how we go through the world and protect ourselves from exposure to microbes, because depending on your condition, if you're moving from a clean to a dirty environment, or dirty to clean environment, you might have a different response in terms of developing allergic disease.
The "hygiene hypothesis" posits that exposure to a diverse array of microbes protects against allergic-type diseases, according to the paper. For example, the hypothesis would suggest that growing up on a farm or in less-clean environments protects against allergic responses. Published epidemiological and experimental data have provided strong support for this hypothesis. However, the current study finds that such protection may be nuanced and could depend on life stage and timing of exposure.

The critical question is, where's that break point between when exposure to a broad diversity of antigens is protective and when it may aggravate?
In their experiments, the researchers found that exposure to microbes as adults worsened the development of allergic airway inflammation compared to newborns exposed to these microbes.

Jessica Elmore et al, Diverse microbial exposure exacerbates the development of allergic airway inflammation in adult mice, The Journal of Immunology (2026). DOI: 10.1093/jimmun/vkaf331

Comment by Dr. Krishna Kumari Challa 3 hours ago

The fats we eat shape our ability to fight disease

The types of fats we consume directly impacts the survival and strength of the body's immune cells and ability to fight disease, researchers have found.
Diet could change the fat composition inside T cells—the immune cells that help protect a person from infections and cancer. The research is published in Nature.
The research showed a diet with a lower ratio of polyunsaturated fatty acids (PUFAs) to monounsaturated fatty acids (MUFAs) makes T cells much more resilient and resistant to cell death. Our immune system relies on T cells to manage the body's immune response.
The kinds of fats you eat change the fat composition inside your T cells and those changes can make T cells either weaker or stronger in terms of immune protection.

"How our bodies and cells process dietary fats—called lipid metabolism—is a critical part of the immune system.

"This discovery shows that dietary changes could potentially boost the effectiveness of vaccines and cancer therapies."

Examples of foods high in PUFAs include fatty fish and soybeans, while MUFAs include olive oil and avocados.
T-cells were vulnerable to a type of cell death that occurred when oxidized fats build up and destroy the cell's outer membrane.

When T cells are protected from this oxidation-induced cell death, specific T cells (called follicular helper T cells) become much better at assisting the body in producing antibodies, which could suggest enhanced vaccine protection. Stronger, more resilient T cells are also better at multiplying and actively attacking tumors.
Experimental models demonstrate that dietary fat modifications could improve the success of cancer treatments which could help eliminate tumors and significantly prolong survival.

Di Yu, Lipid metabolism drives dietary effects on T cell ferroptosis and immunity, Nature (2026). DOI: 10.1038/s41586-026-10193-4www.nature.com/articles/s41586-026-10193-4

Comment by Dr. Krishna Kumari Challa 3 hours ago

Severe irritability in teens can be reduced by daily doses of vitamins and minerals—new research
Daily supplementation with broad-spectrum vitamins and minerals significantly reduced severe irritability in adolescents, particularly among those with disruptive mood dysregulation disorder and from lower socioeconomic backgrounds. Improvements were observed in emotional reactivity, conduct, quality of life, and suicidal ideation, with minimal side effects, suggesting micronutrients as a safe, accessible intervention.

https://pubmed.ncbi.nlm.nih.gov/41643810/

https://theconversation.com/severe-irritability-in-teens-can-be-red...

Comment by Dr. Krishna Kumari Challa 3 hours ago

Estrogen helps protect women from high blood pressure

Estrogen protects against hypertension primarily by promoting vasodilation, which relaxes and widens blood vessels, thereby lowering blood pressure. Mathematical modeling indicates this effect is central to estrogen's protective role. After menopause, angiotensin receptor blockers may be more effective than ACE inhibitors for managing hypertension in women with reduced estrogen levels.
Using a mathematical model of the cardiovascular and kidney systems, researchers have identified which of estrogen's many effects play the biggest role in protecting against hypertension. Their findings suggest that estrogen's ability to relax and widen blood vessels, known as vasodilation, is the key factor.

The research also points to more effective treatment options for women after menopause, when estrogen levels naturally decline.

Anita T. Layton, Modulation of blood pressure by estrogen: A modeling analysis, Mathematical Biosciences (2026). DOI: 10.1016/j.mbs.2025.109610

Comment by Dr. Krishna Kumari Challa 3 hours ago

Remarkably, the researchers found that this fibrotic scaffold alone was enough to give healthy, non-mutant cells tumor-like properties, even in the absence of cancer-causing mutations. This suggests that beyond genetic alterations, early tumors are shaped by how healthy cells in the underlying tissue respond, with lasting consequences for disease progression.
When the researchers examined tissue from early-stage esophageal cancers in humans, they found similar clusters of tumor cells sending stress signals, as well as the same fibrotic scaffolding seen in the mouse models, demonstrating that this mechanism is also relevant in people.

Maria Alcolea, Precancerous niche remodelling dictates nascent tumour persistence, Nature (2026). DOI: 10.1038/s41586-026-10157-8www.nature.com/articles/s41586-026-10157-8

Part 2

Comment by Dr. Krishna Kumari Challa 3 hours ago

Why some tiny tumors vanish and others grow: Discovery could help treat cancer at very earliest stages
The persistence of early tumors depends not only on genetic mutations but also on interactions with surrounding healthy tissue. Tumor cells emit signals that prompt nearby fibroblasts to form a fibrotic scaffold, creating a supportive micro-environment that enables tumor survival and growth. Disrupting this communication reduces tumor persistence, suggesting new avenues for early cancer intervention and diagnosis.
Scientists have shown that when tumors first emerge, interactions with healthy cells in the underlying supportive tissue determine their ability to survive, grow, and progress to advanced stages of disease.
The study, carried out in mice and further validated using human tissue, may explain why some tiny, newly-formed tumors disappear, while others manage to survive and eventually grow into cancer.

Tumors arise when our DNA accumulates errors, or mutations, causing the cells to grow faster and ignore signals that would otherwise instruct damaged cells to die before they can cause harm. However, these same mutations can also accumulate in the tissues of healthy people during aging without developing into cancer.

To examine why this should be the case, scientists have been studying what additional factors influence tumor formation at the very early stages and what determines whether they persist and develop into cancer.
Previous collaborative work by the team had shown that when a newly-formed microscopic tumor first emerges in a tissue, it can be removed by other mutant cells surrounding it, which compete for space within the tissue. But this does not always happen.

Scientists have puzzled for some time over why some of these so-called "incipient tumors" manage to outwit the body's defenses and flourish, creating the conditions for advanced disease to develop.

To answer this question, a team led by scientists at the Cambridge Stem Cell Institute and the Department of Physiology, Development and Neuroscience, University of Cambridge, modeled early stages of cancer in the upper part of the mouse digestive tract.

The researchers replicated key features of human disease by exposing mice to a chemical found in tobacco smoke, a known cancer risk factor. This causes mutations in the cells lining the esophagus, leading to the development of microscopic tumors, most of which disappear naturally as described above—but some persist.

The team then tracked these nascent tumors over time, from the point when they were made up of just over a handful of altered cells (around 10 cells) through to later stages of disease.
They analyzed the tumors and surrounding cells using high‑resolution confocal microscopy and a range of tools, including single‑cell RNA sequencing and genetic cell tracking, to understand what each cell was doing. In addition, the team grew three-dimensional tissue in the lab, allowing them to model the interactions between the tumor cells and surrounding tissue.

In findings published in Nature, the researchers found that at these early stages, the tumor sends a "distress signal" to nearby fibroblasts—supportive "first-aid" cells in the underlying tissue. This communication triggers a response that closely resembles wound healing.

The fibroblasts behave as though the tissue has been damaged, producing a fibrotic scaffold around the tumor cells. This creates a supportive micro‑environment—a "pre-cancerous niche"—that shelters the tumor from being cleared and helps it persist and grow.

Part 1

Comment by Dr. Krishna Kumari Challa 3 hours ago

Female astronauts face clotting risks, five-day weightlessness simulation suggests

Simulated microgravity over five days altered blood clotting in women, with delayed initiation but faster, more stable clot formation. Menstrual hormones showed no effect on coagulation. These changes may increase clot risk in critical areas like the jugular vein during spaceflight, highlighting the need for enhanced monitoring protocols for female astronauts.

Just a few days in simulated microgravity can subtly change the way women's blood clots, sparking bigger questions about health monitoring protocols for astronauts who can spend six months or more in orbit, say researchers. First reported in 2020, an International Space Station mission detected an unexpected blood clot in a female astronaut's jugular vein. To date, space-health research has had more male participants, but with the number of female astronauts on the rise, a new SFU–European Space Agency study examined how microgravity affects blood clotting specifically in women.
On Earth, clotting in men and women can vary with age, but we have little information till now on whether these will be different when in space.
In this microgravity environment, researchers found the female participants took longer for their blood to start clotting. But once that clotting began, it formed faster and was more stable, making it harder to break down.

This combination—slower initiation, faster formation, stronger clots—was not shown to be inherently dangerous in the short term. But it does raise concerns for astronauts because of how and where in the body these dangerous blood clots can form while in space and far from emergency medical care.
If left untreated, blood clots can dislodge and travel through the bloodstream. If they reach the lungs, heart, or brain, they can cause pulmonary embolism, heart attack, or stroke.

Gravity on Earth means blood clots most commonly form in the legs, buying the body more time to break the clot up on its own, or be treated by doctors before causing a life-threatening event.

But without the force of gravity, blood pools in the head, and in some cases even reverses direction, creating conditions where clots are more likely to form.

 In space, blood clots are more likely to form in the jugular vein. From there, it doesn't have to travel far to reach the lungs or heart, and trigger a serious medical event. Space is not a place where you want these things to happen.

Space agencies are already paying close attention. Astronaut crews now regularly perform jugular-vein ultrasound scans during missions.

T.E. Stead et al, Blood coagulability changes in females exposed to dry immersion: examining a mechanism for the development of venous thromboembolism in microgravity, Acta Astronautica (2026). DOI: 10.1016/j.actaastro.2025.11.065

Comment by Dr. Krishna Kumari Challa 4 hours ago

AI could end online anonymity

The internet is rife with anonymous accounts as users adopt pseudonyms, sometimes for genuine reasons like speaking freely, and other times for nefarious ones. But this era of online privacy could be coming to a close. In a study available on the arXiv preprint server, researchers demonstrate that large language models (LLMs) can identify the people behind these accounts at scale.

The study authors thought that LLMs had become powerful enough to break online invisibility. To test whether this was the case, the team designed an automated framework to replicate a human investigator's decision-making process.

First, the AI reads through a user's post history on either Reddit or Hacker News, examining unstructured text. This is raw, unorganized information like comments, jokes, education, and subtle writing quirks. It then turned this micro-data into a mathematical representation of the person's profile to find candidate matches across millions of other profiles on the open web or on separate sites like LinkedIn.

When the AI found possible matches, it weighed up the evidence that both profiles belonged to the same person. Then it assigned a confidence score to its predicted match. If the LLM wasn't sure, it didn't write anything. This helped ensure it was not making wild guesses.

The researchers tested their framework on nearly 1,000 LinkedIn profiles to see if it could match them to accounts on Hacker News. These were profiles where the real-world identity was known to the team, who removed names, links, and other obvious identifiers from the bios.

The AI-powered framework successfully linked accounts with up to 67% accuracy at 90% precision, whereas the best non-AI methods struggled to succeed. It was also able to match individuals across Reddit communities, even if those users spread their activities across different accounts and time periods. The researchers also found that user identification is cheap, costing only $1 to $4 in computing power per account successfully linked.

"The practical obscurity that has long protected pseudonymous users... no longer holds," wrote the researchers in their paper.

The results show that, if further developed, this system could find applications in numerous fields, such as law enforcement and cybersecurity.

Simon Lermen et al, Large-scale online deanonymization with LLMs, arXiv (2026). DOI: 10.48550/arxiv.2602.16800

 

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