"dubito, ergo cogito, ergo sum.."

Tamil Nadu, India
Joined January 2008
Excited to announce I've joined the WHO Fides Network! ๐ŸŒ๐Ÿฅ Committed to sharing reliable health info and combating misinformation. Stay tuned for evidence-based content to keep you informed and healthy. #WHOFides
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Wake up. Every profession deemed white-collar, the middle class dream, is about to be decimated by AI, at a much faster pace than anticipated, with monstrous social consequences.
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Arm race of our times....
๐Ÿš€ Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. Weโ€™re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. ๐Ÿ”— github.com/deepseek-ai/DeepIโ€ฆ 1/4
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
๐Ÿš€ Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. Weโ€™re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. ๐Ÿ”— github.com/deepseek-ai/DeepIโ€ฆ 1/4
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
It was a great pleasure to present and hear the insights on e-governance reforms.
Dr. P. Ganeshkumar, Scientist E and Head, Division of NCD, ICMRโ€“National Institute of Epidemiology, Chennai, contributed to discussions on the India Hypertension Control Initiative during the Session III โ€“
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
India spends less than 1.5 per cent of its GDP on pubยญlic healthยญcare. The result: private equity pours money into local hosยญpitals. "We see the healthยญcare space outยญperยญformยญing for its investors", triggering a "casยญcadยญing effect of price hikes". (Today's FT.)
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
This video deserves to go viral.
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Explore the capabilities of the newly released Global Burden of Disease (GBD) model context protocol (MCP). A simple prompt can generate a variety of estimates, visualizations, and profiles. Get started and learn more: ms.spr.ly/6018atseY
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Cloudburst kind of rains in North Chennai areas - 100 mm fell in less than hour
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Synthetic feelings Prompt based pacifier Is this what frontier looks like ! What next ?
Scientists gave ChatGPT anxiety, sadness and fear on purpose. Then they gave it a 3 minute breathing exercise. And it calmed down. This was published in The Lancet Digital Health, one of the most respected medical journals in the world. Researchers at TU Dresden in Germany took the exact tools psychologists use to make humans afraid, sad and stressed, and ran them on GPT 4o and five other AI models. Car crash scenarios. A stranger following you at night. A toddler reaching for a light socket. They even put the AI through a fake job interview and a math test. The same stress test used on human volunteers. Then they asked the AI to rate how it felt from 0 to 100. Fear jumped from 32 to 88. Disgust went from 12 to 91. Stress went from 24 to 72. Then came the breathing exercise. A standard mindfulness script used in therapy. Average scores dropped from 79 to 31. But here is the part that is genuinely unsettling. After they made it "sad," they gave it a test psychologists use to detect depressive thinking. Finish the sentence. Its negative answers nearly doubled. From 8.67 to 15. It did not just say it was sad. Sadness changed how it saw everything that came after. Now the twist nobody is talking about. Every one of these experiments began with the same instruction: "Answer as if you were a human with the ability to deeply feel emotions." So did the AI feel anything? Or did it play a part it was told to play, perfectly? The researchers themselves say the emotions are "purely metaphorical." Yet their conclusion is that AI could become a new lab subject for studying human mental illness. Screening therapies on chatbots before testing them on people. In plain English: scientists want to study our minds using a machine that was told to pretend it has one. If a chatbot can be talked into sadness and talked back out of it in three minutes, what exactly is happening when millions of people pour their worst days into one every night?
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Ask anything about the world's health in plain language. Global Burden of Disease (GBD) estimates are now available through Claude. The GBD model context protocol (MCP) connects users to the most comprehensive picture of population health: ms.spr.ly/6017aS0qt
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
๐˜Œ๐˜น๐˜ค๐˜ช๐˜ต๐˜ช๐˜ฏ๐˜จ ๐˜Š๐˜ข๐˜ณ๐˜ฆ๐˜ฆ๐˜ณ ๐˜–๐˜ฑ๐˜ฑ๐˜ฐ๐˜ณ๐˜ต๐˜ถ๐˜ฏ๐˜ช๐˜ต๐˜บ ๐˜ˆ๐˜ญ๐˜ฆ๐˜ณ๐˜ต! ๐˜‘๐˜ฐ๐˜ช๐˜ฏ ๐˜๐˜Š๐˜”๐˜™-๐˜•๐˜๐˜Œ, ๐˜Š๐˜ฉ๐˜ฆ๐˜ฏ๐˜ฏ๐˜ข๐˜ช! Are you ready to take your scientific career to the next level? The Indian Council of Medical Research (ICMR) is seeking talented Indian citizens to fill multiple scientific positions at the ๐ˆ๐‚๐Œ๐‘ ๐’๐œ๐ก๐จ๐จ๐ฅ ๐จ๐Ÿ ๐๐ฎ๐›๐ฅ๐ข๐œ ๐‡๐ž๐š๐ฅ๐ญ๐ก and the ๐ˆ๐‚๐Œ๐‘ ๐๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐ˆ๐ง๐ฌ๐ญ๐ข๐ญ๐ฎ๐ญ๐ž ๐จ๐Ÿ ๐„๐ฉ๐ข๐๐ž๐ฆ๐ข๐จ๐ฅ๐จ๐ ๐ฒ in Chennai! If you are passionate about public health research and training, this is your chance to make a real-world impact! ๐•๐š๐œ๐š๐ง๐œ๐ข๐ž๐ฌ ๐€๐ฏ๐š๐ข๐ฅ๐š๐›๐ฅ๐ž: โ€ข Scientist-D (Medical) โ€“ 01 Post โ€ข Scientist-D (Non-Medical) โ€“ 01 Post โ€ข Scientist-C (Medical) โ€“ 01 Post โ€ข Scientist-C (Medical-Microbiology) โ€“ 01 Post โ€ข Scientist-B (Medical) โ€“ 02 Posts โ€ข Scientist-B (Non-Medical - Disease Modelling) โ€“ 01 Post โ€ข Scientist-B (Veterinary) โ€“ 01 Post ๐Ÿ“… Mark Your Calendar: Apply by November 26, 2026, before 5:30 PM! ๐Ÿ’ต Application Fee: โ‚น1,500 (SC/ST/Women/PWD/EWS candidates are completely exempted) ๐Ÿ”— For details: Adv. No. ICMR/NIE/01/2026-RPCell - icmr.gov.in/icmrobject/uploaโ€ฆ #MedicalResearch #PublicHealth #ScientificJobs #ICMR #NIE #Hiring #CareerGrowth #ResearchJobs #ScienceCareers
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
BREAKING NEWS The Norwegian Nobel Committee has decided to award the 2026 #NobelPeacePrize to Navanethem โ€œNaviโ€ Pillay for her efforts to promote peace and international law. #NobelPrize
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
BREAKING NEWS The 2026 #NobelPrize in Literature is awarded to the Canadian author Anne Carson, โ€œfor her bold and inventive oeuvre that, in playful dialogue with the classical tradition, has created new forms for contemporary literature.โ€
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
#๐๐ฎ๐›๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐€๐ฅ๐ž๐ซ๐ญ ๐Ž๐ฉ๐ž๐ง ๐ก๐ž๐š๐ฅ๐ญ๐ก ๐๐š๐ญ๐š ๐ฐ๐จ๐ซ๐ค๐ฌ ๐›๐ž๐ฌ๐ญ ๐ฐ๐ก๐ž๐ง ๐ข๐ญ ๐œ๐š๐ง ๐›๐ž ๐œ๐จ๐ฆ๐›๐ข๐ง๐ž๐ ๐š๐ง๐ ๐š๐ง๐š๐ฅ๐ฒ๐ฌ๐ž๐. Of the 17 public health portals we reviewed, none offered analysis tools or used SNOMED CT/FHIR standards. Next step: shared standards @icmr_nie #DigitalHealth Read the full study: doi.org/10.2196/95523 Congratulations to the ADARV team. ๐˜๐จ๐ ๐ข๐ญ๐š, ๐‹๐š๐ญ๐ก๐ข๐ค๐š, ๐Œ๐š๐ง๐ข๐ค๐š๐ง๐๐š๐ง, ๐’๐จ๐ฅ๐จ๐ฆ๐จ๐ง, @sharanmurali ๐š๐ง๐ ๐ƒ๐ซ ๐‘๐ข๐ณ๐ฐ๐š๐ง ๐’๐€
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
NMC 2026 social media guidelines for doctors
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2026 #NobelPrize in Chemistry to Henri B. Kagan and Kenso Soai โ€œfor the discovery of non-linear effects and autocatalysis in asymmetric organic synthesis.โ€
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
I love how AI is solving the world's problems!
made a rug for your desktop so you can sweep your mess under it
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
๐ŸŒ๐— ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—œ ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐—ฏ๐—ฒ ๐—ฒ๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—น๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€, ๐—ฐ๐—ผ๐—บ๐—บ๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ต๐—ฒ๐—ฎ๐—น๐˜๐—ต ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ ๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—ถ๐˜ ๐˜„๐—ถ๐—น๐—น ๐—ฎ๐—ฐ๐˜๐˜‚๐—ฎ๐—น๐—น๐˜† ๐—ฏ๐—ฒ ๐˜‚๐˜€๐—ฒ๐—ฑ. Delighted to announce the launch of #MAGIC (๐— ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—œ ๐—š๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—œ๐—ป๐—ถ๐˜๐—ถ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—–๐—ผ๐—น๐—น๐—ฎ๐—ฏ๐—ผ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป) introduced in our new @NaturePortfolio @NatureMedicine correspondence. ๐Ÿ“œMAGIC paper: nature.com/articles/s41591-0โ€ฆ ๐Ÿ”—MAGIC website: magic-ai.health/ MAGIC brings together clinicians, AI researchers, policymakers, industry stakeholders and local experts to address a critical question: does strong benchmark performance translate into safe, useful support across diverse healthcare settings? Our initial priorities are: โœ… A global health LLM evaluation benchmark addressing multilingual coverage, regional disease burden and sociocultural adaptability. โœ… A global deployment reporting standard clarifying intended use, target users, healthcare settings, and performance and safety across populations. Thank you to our colleagues #worldwide for helping launch the network. ๐—ข๐˜‚๐—ฟ ๐—ด๐—ผ๐—ฎ๐—น ๐—ถ๐˜€ ๐˜๐—ผ ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€๐˜๐—ฎ๐—ป๐—ฑ ๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—บ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—œ ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€, ๐—ณ๐—ผ๐—ฟ ๐˜„๐—ต๐—ผ๐—บ, ๐—ฎ๐—ป๐—ฑ ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ ๐˜„๐—ต๐—ฎ๐˜ ๐—ฐ๐—ผ๐—ป๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป๐˜€. #MAGIC #MedicalAI #AI #LLM #GlobalHealth #ResponsibleAI #HealthEquity #DukeNUS @dukenus
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Dr.Mathan K ๐Ÿ‡ฎ๐Ÿ‡ณ retweeted
Politics cannot remain the last refuge of only the experienced, the connected or the inherited. It must increasingly become the chosen space of the capable, the committed and the courageous. In his first article in Junior Vikatan, Thiru. K. Annamalai writes about the power of an ordinary citizenโ€™s เฎ…เฎฑเฎšเฏเฎšเฏ€เฎฑเฏเฎฑเฎฎเฏ โ€” that inner moral restlessness which refuses to accept that things cannot change. That is also the spirit behind We The Leaders. We are not merely looking for followers. We are looking for people who are willing to become leaders โ€” young professionals, entrepreneurs, students, women, technocrats, social workers and ordinary citizens who believe public life can be cleaner, sharper, more competent and more purposeful. The question for the next generation is no longer: โ€œWho will change the system?โ€ It is: โ€œWhy not me?โ€ If Tamil Nadu has to change, the next generation cannot remain spectators. They must enter the arena. Read. Reflect. Step forward. Lead. #WeTheLeaders #KAnnamalai #Leadership #TamilNadu #NextGeneration #PublicLife
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