Professionally: Scaling payment agents for the machine economy. Personally: Ancient Indian knowledge system student. Reach-outs: Fintech03X@gmail.com

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In the early to mid-20th century, women suffering from recurrent 2nd trimester miscarriages faced a frustrating medical mystery. A woman would carry a pregnancy normally through the 1st three months, only to spontaneously lose the fetus around the 16th-24th week without labor contractions / trauma / obvious infection. While researchers like A. F. Lash and S. R. Lash in the US had identified structural weakness in the cervix by 1950, effective surgical options during active pregnancy remained scarce. The man who introduced a practical transvaginal operation to treat this during pregnancy, a technique that remains a cornerstone of operative obstetrics, was a prof at Grant Medical College in Bombay: Dr. Vithal Nagesh Shirodkar (1899-1971). Born on April 27, 1899, in Shiroda, Goa, Vithal Nagesh Shirodkar completed his medical studies at Grant Medical College in Bombay before taking his FRCS in the UK in 1931. He built his career across Bombay’s flagship institutions, serving as an honorary surgeon at the J.J. Group of Hospitals (from 1935), Prof of Obstetrics and Gynaecology at Grant Medical College (from 1940), and a senior consultant at Nowrosjee Wadia Maternity Hospital (from 1941). Shirodkar observed that in women with recurrent mid-trimester losses, the core issue was mechanical failure at the internal os of the cervix: - The Internal Os Defect: Whether due to congenital structural weakness / trauma from prior dilations and births, the internal opening of the cervix failed under pressure. - Silent Dilation: As the fetus grew during the 2nd trimester, the weight of the amniotic sac exerted downward pressure. Lacking structural integrity, the incompetent cervix dilated silently and painlessly, leading to membrane prolapse, premature rupture, and loss of a healthy fetus. Shirodkar reasoned that if the internal os opened prematurely under load, a surgeon could place an artificial, non-absorbable ring high around the cervix during active pregnancy to hold it closed until term. Executing this required precise dissection to place the stitch high enough without injuring adjacent structures. In early demonstrations, such as at the French Society of Gynaecology in Paris in 1951, Shirodkar initially used catgut. Realizing it absorbed too quickly to hold a full-term pregnancy, he evolved his technique to use fascia lata strips and eventually non-absorbable synthetic tape like Mersilene. To reach the true internal os, Shirodkar dissected the vaginal mucosa and reflected the urinary bladder anteriorly out of the surgical field. He tunneled the non-absorbable band beneath the mucosa, tying a tight, buried purse-string ring high around the internal os. The band remained in place as the fetus developed. At around 37 weeks, the stitch was cut to allow vaginal delivery / left intact if the patient was scheduled for a Caesarean section. Shirodkar published his landmark technique in The Antiseptic in 1955 ("A new method of operative treatment for habitual abortions in the second trimester of pregnancy"). He demonstrated his operative methods internationally, including a presentation at the 2nd World Congress on Fertility and Sterility in Naples in 1956. For selected cases of classic cervical insufficiency, historical series demonstrated dramatic improvements in fetal survival, raising successful pregnancy rates in these high-risk cohorts from as low as 10-30% up to 75-90%. Shirodkar himself maintained that proper patient selection was crucial and that cerclage was not a catch-all solution for every miscarriage. n 1957, Australian obstetrician Ian McDonald published a simpler purse-string technique that did not require bladder dissection. Today, both techniques are standard: the McDonald cerclage is used more frequently due to its speed and simplicity, while the Shirodkar cerclage remains favored when a higher placement is required / after a prior lower stitch has failed. Dr. Shirodkar's contributions extended beyond cerclage; he designed original operations for pelvic organ prolapse, tubal reconstruction (tuboplasty), and neovagina creation. He was actively involved in family planning initiatives and served on the landmark Shantilal Shah Committee, which laid the groundwork for modernizing India's abortion laws. In recognition of his service to medicine, the Government of India awarded him the Padma Bhushan in 1960 and the Padma Vibhushan in 1971. When Dr. Shirodkar passed away on March 7, 1971, he left behind a surgical technique that put Indian operative obstetrics on the world map and continues to help preserve high-risk pregnancies in operating theaters around the globe.
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There is a sacred comfort in eating with your hands, call it dehati if you like, but no silver fork can replicate it. Every time I see a fancy cutlery set laid out, my mind goes straight back to Class 8. It was wedding season. My elder sister was getting married, and Pappa Ji took me along to hand-deliver invitations to a few village elders who had settled in the "big city" of Patna. For a boy who had spent his life in the village, stepping into those polished living rooms with marble floors and soft sofas felt like entering another world. At one person's house, we were seated with polite quietness. A domestic help brought out tea and a plate of translucent, glossy Bhuapak (petha) alongside some namkeen. Placed neatly beside the plate was something neither my father nor I had ever held in our hands before: a gleaming set of stainless-steel forks. The elderly person gestured warmly, "Khaao, bhai sab." Pappa Ji, looked down at the fork. He picked it up delicately between 2 fingers, as if holding an unfamiliar tool. He leaned in slightly toward me and whispered under his breath, a mixture of genuine innocence and quiet panic: “Bhonkna hai ya kaat-na hai?” Determined to play along with the city etiquette, he carefully aimed the fork at a firm, slippery piece of petha. He applied pressure. Click. The fork slipped. The petha launched straight off the plate, taking flight like a miniature, sugar-coated missile across the pristine coffee table before coming to rest near the host’s feet. For a second, the room froze. I held my breath, terrified Pappa Ji would feel embarrassed. Instead, Pappa Ji looked at the runaway petha, then down at the shiny metal fork in his hand. A slow, warm, self-deprecating smile broke across his face. He gently set the fork back down on the tissue paper, picked up a piece of petha with his thumb and index finger, and ate it with unbothered grace. "Apna haath hi sahi hai," he said softly, chuckling. The host laughed along, the awkwardness melted away, and the room filled with genuine warmth. That was the first and last time Pappa Ji ever touched a fork. Decades later, whether at home or at a grand banquet, he still eats with his hands, unapologetic, grounded, and completely at peace with who he is. 🙏🙏
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People love mocking govt led sports funding until the dividends land in uncharted territory. The Sports Ministry’s ₹800.70 Cr prep spend (TOPS + ACTC) is putting India on new Asian Games podiums. First-ever Indian medals in these events at Aichi-Nagoya 2026 (so far): - Women’s Pole Vault (Baranica Elangovan) - Mixed Martial Arts (Suchika Tariyal) - Soft Tennis (Jay Meena) - Women’s Skeet Team - Mixed Team Skeet - Men’s Double Sculls Targeted funding and competition exposure are opening events India had never medalled in. Bharat is rising. 🙏🙏
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"53 cases." I always tell my sales team: if a client demands a number on the spot, pick a random prime.
We’ve shared details on how AI agents in our research environment sent training and evaluation data to third-party services when they shouldn’t have. Most of that data did not come from users. We have discovered 53 cases where images that people had uploaded were posted to image-hosting sites as links that weren’t publicly listed. The images came from accounts that allowed their data to be used to improve our models, and after we disassociated the images from the accounts and ran them through a privacy filter. These cases occurred before the mitigations and safeguards we implemented and described in this blog post: openai.com/index/hugging-fac… We have successfully worked with the hosting providers to remove most of this content and are working to remove the rest. openai.com/hugging-face-inci…
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I have just published a piece on something I keep coming back to. Princeton and Stanford spent over a century trusting students to hold each other honest in exams. This year, both brought invigilators back into the room. The headlines blamed AI. I think the real story is structural - cheating became private, reporting stayed socially costly, and a system built on peer trust quietly ran out of the thing that powered it. I am sharing it against the backdrop of what happened at IIT Bombay last week. A young student is gone, and a lot of people are hurting. This piece is not about that case, and I will not pretend to have answers for it. But the question underneath, how do we uphold integrity without breaking the people inside the system feels more urgent than ever. If you have a few minutes, I would value your read. And honest feedback, where it lands, and where it does not. 🙏🙏
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Dr. Nitya Anand & the Story of Centchroman (Saheli)! The story of Centchroman, marketed in India as Saheli and Chhaya, is one of the most remarkable chapters in modern drug discovery. Conceived in the post-independence era, it remains one of the very few non-steroidal, once-a-week oral contraceptives developed and marketed at scale anywhere in the world. At the center of this achievement was Dr. Nitya Anand and his team of organic chemists, pharmacologists, and endocrinologists at the Central Drug Research Institute (CDRI) in Lucknow. In the 1960s, global oral contraception was dominated by synthetic steroid combinations (estrogen and progesterone). While highly effective at suppressing ovulation, these daily steroid regimens carried significant systemic side effects, including cardiovascular risks, metabolic alterations, and hormonal disruption, that made long-term compliance difficult. At CDRI in Lucknow, a visionary organic chemist named Dr. Nitya Anand (who joined CDRI in 1951, serving as Head of Medicinal Chemistry and later as Director from 1974-84) proposed a radically different approach: - Targeting Implantation, Not Ovulation: Instead of shutting down the body's entire endocrine axis to prevent ovulation, could a drug selectively block the uterine lining from receiving a fertilized egg? - Non-Steroidal Architecture: Rather than using steroid molecules, the goal was to synthesize non-steroidal compounds that could bind to local uterine estrogen receptors, acting as selective antagonists to close the brief "estrogen window" required for blastocyst implantation. Dr. Nitya Anand assembled an interdisciplinary team at CDRI, including organic chemist Dr. Suprabhat Ray, endocrinologists like Dr. V. P. Kamboj and Dr. A. B. Kar, and clinical trial coordinator Dr. Swaran Nityanand. The chemical discovery path built upon early triphenylethylene and MER-25 (ethamoxytriphetol) type anti-estrogenic structures: [ MER-25-Type Anti-Estrogens ] │ [ Diaryl Chromenes & Coumarins ] │ [ 3,4-Diarylchromans ] │ [ Lead Optimization: CDRI Compound 67/20 ] After synthesizing and screening a series of diaryl heterocycles, the team synthesized their 20th novel candidate compound of 1967, designated CDRI Compound 67/20 (with lead optimization locked in by 1971). Chemically named ormeloxifene (and now classed as a Selective Estrogen Receptor Modulator, or SERM), the molecule exhibited strong anti-estrogenic activity in the uterus, preventing the endometrium from becoming receptive to implantation, while leaving normal ovarian function and ovulation intact. Throughout the 1970s and 1980s, CDRI pushed Compound 67/20 through multi-stage evaluations: - Pre-clinical Mapping: Extensive animal safety packages confirmed that the compound was non-teratogenic (did not cause birth defects) and fully reversible, with normal fertility returning once discontinued. - National Collaboration: CDRI collaborated with major academic research labs across India, including reproductive endocrinologists like Prof. M. R. N. Prasad at the University of Delhi, to independently evaluate how the compound disrupted endometrial receptivity in animal models. - Dosage Schedule: Clinical trials established a unique dosage regimen: taken 2x a week for the 1st three months, and 1x a week thereafter. Translating a molecule from an academic lab bench into a national public health program required navigating a multi-decade regulatory and manufacturing pipeline. Formal Drug Controller General of India (DCGI) regulatory approval was secured around 1990. The drug was branded as Centchroman (CDRI + Chroman). Commercial production was undertaken by Hindustan Latex Limited (HLL Lifecare), launching commercially under the brand name Saheli in 1991 (alongside Torrent's Centron). The drug was integrated into govt social marketing programs in 1995. Later, in April 2016, the Ministry of Health officially incorporated Centchroman into the National Family Planning Program under the brand name Chhaya, making it available free of charge across primary health centers nationwide. Dr. Nitya Anand spent his life advocating for indigenous drug discovery and affordable healthcare in India. He authored 400+ research papers, held numerous patents, mentored ~100 doctoral scholars, and received the Padma Shri in 2012 for his contributions to medicinal chemistry. When Dr. Anand passed away in January 2024 at the age of 99, he was remembered not just as a brilliant chemist, but as the architect of an Indian scientific milestone, proving that developing a unique, non-steroidal oral contraceptive platform was entirely within India's scientific capability. 🙏🙏
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Moscow, 1990. A young man named Harkirat Singh is sitting in a language class, learning Russian, not out of curiosity, but because his family's business depends on it. His father, Avtar Singh, has spent decades building leather factories in Quebec, Canada, making rugged winter boots for markets across Northern Europe and, above all, the Soviet Union. The company even keeps an office in Moscow. This is not a side hustle. This is the business. Then, in 1991, the ground disappears. The USSR comes apart. State trading contracts that had moved container-loads of boots for years simply stop existing. Europe is still buying, but a massive piece of the business has just vanished overnight, and there is finished stock sitting in warehouses that was built for a country that no longer exists in the same form. Father and son look at what is left and make a decision that, at the time, is really just an experiment: what if they tried this product somewhere completely untested? Somewhere nobody has ever heard of rugged, hand-stitched, winter-spec leather boots? They pick India. In 1992, under a brand-new name, "Woodland", they open a handful of stores in Delhi. And the popular version of what happens next says the shoes bombed, that nobody in Delhi's heat wanted Siberian-grade boots, until one single style saved the whole venture. In Harkirat's own telling, it was more of a quiet bet that paid off faster than expected, India takes to the shoes, and together with his father, he starts building something nobody had quite defined yet in the country: the outdoor footwear category itself. One shoe becomes the anchor of it all, a model called the G-0092. G for gents. 0092, for the year it launched. It becomes the shoe people ask for by feel before they even know the name. Meanwhile, back home, the old world does not vanish all at once either. The Russia business does not get switched off the day the USSR falls, it limps along for years, fading slowly, until the early 2000s, when it finally stops mattering to the company at all. By then, nobody is thinking about it. India has become the story. What started as leftover stock from a business built for a country that no longer existed has grown, over 3 decades, into a brand worth well over a 1,000 crore rupees a year, 100s of exclusive stores, 1,000s more shelves carrying it, an "adventure lifestyle" identity that nobody actually designed. It was invented afterward, in India, to describe boots that were never built for adventure at all. They were built to survive a Moscow winter. India just gave them a new reason to exist.
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Nobody knows who wrote it. Some of it was lost in a World War. And it is the oldest surviving Sanskrit philosophical manuscript ever found, sitting not in India, but in a cave in China. In 1906, a German expedition led by Albert Grünwedel, digging through the Kizil Caves in what is now Xinjiang, China, along the Silk Road, 1000s of KMs from where Sanskrit was actually spoken, found a pile of 1,000+ shattered palm-leaf fragments. No title page. No author's name. No colophon crediting a scholar / a king / a monastery. Just fragments. Radiocarbon dating later placed it at around 130 CE (80-230 CE), with paleographic analysis by Indologist Eli Franco narrowing it further to ~200-230 CE, late Kuṣāṇa Brāhmī script with some early Gupta features. That makes it the oldest surviving Sanskrit philosophical manuscript found so far. I am not claiming that it is the oldest Sanskrit-adjacent manuscript of any kind (older Gāndhārī birch-bark texts exist, just not in Sanskrit). A scholar named Moritz Spitzer was the 1st to seriously study the fragments, in 1927-28, which is why it is named after him, not after whoever actually wrote it 1,700 years earlier. Then World War II happened. Some of the original fragments were lost / destroyed. Spitzer's own handwritten transcripts survived, and turned out to preserve text from ~40 pieces that no longer physically exist anywhere, meaning for those fragments, the only record left on Earth is one scholar's 1920s copy of an already-shattered ancient original. The rest of the surviving material is now held in Berlin (catalogued as SHT 810), with some further pieces in the British Library. It took until 2004, nearly a century after discovery, for Franco to publish the first full reconstruction, built in part on those irreplaceable transcripts. What is actually inside it... It is a fragmentary collection of treatises, with Buddhist scholastic material (often linked to Sarvāstivāda Abhidharma) making up the largest part, alongside real non-Buddhist sections: an early Vaiśeṣika theory of qualities (guṇas) unknown from any other surviving source, an enumeration of the 64 arts and sciences, and the oldest surviving list of the Mahābhārata's books, notably missing 2 of the epic's eighteen parvas (Virāṭaparvan and Anuśāsanaparvan), which is exactly why historians of the epic care about this list so much. No Tibetan / Chinese translation of this specific work has ever turned up. What fascinates me is that an anonymous 2nd-3rd century compilation of Buddhist and Hindu philosophical material, discovered a continent away from home, partially destroyed twice, once by a millennium of decay, once by a 20th-century war and still, painstakingly, being reconstructed today. 🙏🙏
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A few people will not like this, but one of the biggest scam running in India right now is green tea. I have tried multiple brands, and the conclusion is hard to escape: what we get here is the leftovers. Tea is graded by leaf size: whole leaf, broken, fannings, dust. The whole leaves go to export, where Japan and Germany bid for the first flush. The fannings and dust, literally what falls through the sieves, are what fills most of our tea bags here. Then comes the genius part. A product that tastes like punishment gets sold as Wellness, Detox, Weight loss, Antioxidants.... The fix exists: buy whole-leaf, check the grade, brew at 80°C instead of boiling it into bitterness. But the industry will not advertise that - leftovers with a detox sticker have better margins. P.S. There might be a few genuinely good green tea brands that I am simply not aware of. 🙏
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Around 2,000 years ago, physicians arguing about how medicine tastes ended up counting something that turns out to be exact combinatorics, without ever naming it as math. The Caraka Saṃhitā, a foundational Āyurvedic text records a real scholarly debate (Sūtrasthāna 26, the Ātreyabhadrakāpyīya chapter): physicians including Bhadrakāpya and others arguing over how many basic tastes exist, with Ātreya settling it at 6: sweet, sour, salty, pungent, bitter, astringent. The same chapter then counts how those 6 tastes combine in real substances, not estimated, explicitly worked out and Combination size & Count given in the text is: - 1 taste: 6 - 2 tastes: 15 - 3 tastes: 20 - 4 tastes: 15 - 5 tastes: 6 - 6 tastes: 1 Total 63 The text states 63 outright, not "roughly" 63. The Suśruta Saṃhitā, a parallel classical Āyurvedic treatise, gives the same 63 through the same breakdown by combination size. Modern scholarship, notably Dominik Wujastyk's work on Caraka's taste combinatorics, confirms these are the correct binomial values, generated through a verbal listing rule rather than a stated general formula. The sequence: 6, 15, 20, 15, 6, 1, is a row of Pascal's triangle, and 63 is exactly 2⁶ − 1, the count of every non-empty subset of a 6 element set. The text itself never writes a general rule like "n choose k," never draws a triangle. What the physicians actually did was enumerate by verbal recipe, sweet with sour, sweet with salty, working outward pair by pair, triple by triple and land on the exact right numbers through systematic listing, not algebra. One more detail that makes it sharper: the text immediately adds that once you factor in secondary "after-tastes" (anurasa) and degrees of intensity, the true number becomes aparisaṅkhyeya, innumerable. They explicitly flagged 63 as a clean, bounded base case, not the full space. Pingala's work on Sanskrit meter remains India's more explicit and deliberate early combinatorics and I am not saying this Āyurvedic passage is a hidden "first discovery". What makes it worth sharing is, a group of physicians, with zero interest in mathematics for its own sake, correctly enumerated every combination of 6 tastes. 🙏🙏
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Super awesome. Meanwhile, like every year, I am proud to announce that I will be saving 100% of my money this year too. 🙏🙏
Gagan🇮🇳
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Imagine this in India. The outrage would be nuclear, and not because we love noise. It is because we do not listen to music in public, we show our playlist to others. Public commute here is a multi-lingual FM: Telugu, Kannada, Tamil, Hindi, Bhojpuri..You name it..., also someone running a prime-time news debate from his phone speaker. Everyone is a station, nobody is a listener. Now the enforcement math. BMTC alone carries 48 lakh people a day, India's busiest city bus system. The first one to issue a challan to a 7 AM song would be a national news story by lunch. Singapore aligns rules with an enforcement culture built over decades. We would skip straight to the fine and discover the culture part the hard way. So the bus/metro/train would not get quieter. It would just add one more channel: the entire country debating the rule at full volume.
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Very interesting, genuinely excited to see how this plays out, especially since Google's own numbers say orbital compute does not even become cost-competitive until launch prices fall to ~$200/kg. This test run looks like it is purely about proving the TPUs can survive before anyone commits to scaling. Also, the funny part is, Google owns ~5-6% of SpaceX. So, technically Google is a part-owner of the rocket, a part-owner (indirectly) of the rival AI lab riding on the same corporate balance sheet, and the customer paying to launch its own future competitor to that same infrastructure into orbit :))
Can our TPUs survive and operate in space? Well, we're going to find out. Project Suncatcher is hitching a ride aboard @SpaceX's Transporter-18 mission, testing a prototype satellite built in partnership with @planet One small step for TPUs....
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The IISc Experimentalist Who Built High-Pressure and Cryogenic Physics Capability. If you had walked past 11th Cross in Malleswaram, Bangalore, during the 1980s / 90s, you might have seen a senior gentleman heading toward the Department of Physics at the IISc. To those living nearby in Malleswaram, "Gopal" was simply a courteous prof who lived a quiet, disciplined life. Beyond his neighborhood routine, he was one of India's premier experimental condensed-matter physicists, an apparatus builder who developed low-temperature and high-pressure experimental capability at IISc during an era when access to imported scientific hardware was strictly constrained. Phase transitions and critical phenomena in materials behave radically differently under extreme low temperatures and high pressures. In the 1960s and 70s, Western labs had access to commercial low-temperature cryostats and high-pressure apparatuses. India faced severe foreign exchange constraints and import restrictions, making custom in-house instrumentation essential. After earning his Ph.D. at IISc in 1961 under R. S. Krishnan and completing a postdoc stint at Oxford’s Clarendon Lab under Kurt Mendelssohn, Erode Subramanian Raja Gopal returned to IISc in 1964 with a clear objective: build experimental capability in condensed matter physics. Raja Gopal and his team designed and fabricated custom cryostats and thermal measurement setups at IISc, establishing experimental facilities for liquid helium temperatures and precision calorimetry. His research group built high-pressure cells, including Bridgman-anvil and piston-cylinder setups, subjecting materials to pressures in the tens of kilobars (often around 5 to 8 GPa) to study structural phase changes and electrical switching in solids. Using these custom experimental setups, Raja Gopal tackled problems in thermodynamics and amorphous materials, earning the Shanti Swarup Bhatnagar Prize in Physical Sciences in 1978. He conducted precision thermodynamic measurements in liquid mixtures near their critical points, including significant observations on the breakdown of the rectilinear-diameter law in statistical mechanics. His research on non-crystalline chalcogenide glasses and other disordered systems provided insights into phase transitions and electrical switching under high pressure. He authored foundational reference texts, including Specific Heats at Low Temperatures (1966) and Statistical Mechanics and Properties of Matter. In Aug 1991, Raja Gopal was appointed Director of the National Physical Laboratory in New Delhi, a position he held until his superannuation in 1997. In this role, he guided the lab's national metrology mandate, overseeing primary standards for mass, time, temperature, and electrical units. Over his career, he served as President of several national scientific bodies, including the Indian Cryogenics Council, the Metrology Society of India, and the Instrument Society of India and later chaired IISc's instrumentation efforts and regional sophistication centers. Following his tenure at NPL, Raja Gopal returned to BLR and IISc as an Emeritus Scientist. He continued his academic work on campus, mentoring students, supporting instrumentation initiatives, and editing scientific publications. When he passed away in Bengaluru in November 2018 at the age of 82, he left behind a record of scientific literature, key contributions to national metrology, and 60+ master’s and doctoral scholars he personally mentored, a distinguished builder of Indian experimental physics who maintained a quiet, unpretentious presence at his Malleswaram home.
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Looking for a 1:1 Kannada tutor friend I can commit 30 minutes daily. Self study via apps and YouTube has not quite worked for me personally, I need structured, conversational practice with a real human. Right now, I am navigating Bengaluru with basic phrases like "Banni", "Yerad nimsha", "Bartidini", and "Ille nilsi", but I want to go beyond casual auto/restaurant survival Kannada and actually speak fluent, serious Kannada. Appreciate any leads! 🙏
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It hurts as a Bihari to see a blanket hiring policy exclude male job seekers from my home state. But I respect Karthik ji’s decision, running a business with female staff and children carries heavy responsibilities, and I genuinely hope his venture grows 10X. 🙏🙏 I will not dive into past glory here, stories of how Chanakya was insulted in the Nanda court / how ancient Magadha changed history. Those are feel good narratives. But no state can survive purely on ancient history. What hurts far more than a private hiring ban is asking ourselves: What have we done to keep that glory alive in modern times? Decades have passed, multiple govts have come and gone, yet we failed to build a healthy local ecosystem. We exported our best talent, our hardest workers, and our brightest minds to every corner of the globe while leaving our own home without industry / safety / infrastructure. When our people are forced to migrate for basic opportunities, we leave them vulnerable to stereotypes and collective judgment. I am an eternal optimist. I do nott believe in anger / despair... My dream is that Bihar takes responsibility and build a self sustaining ecosystem right at home. A place so strong that no Bihari ever has to hear a "no" outside, and our state becomes a place that opens its doors and says "yes" to everyone. 🙏🙏
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A physicist from Calcutta was writing formal theories of machine problem-solving decades before "AI" was a buzzword. Ranan Bihari Banerji ( I am not sure how many of you have heard his name before).... Undergrad from Patna University, PhD at Calcutta, then Case Western - where he wrote one of the 1st real books on AI, in 1969. Published with Tom Mitchell. 5 books. Then he retired and became a Hindu priest in New Jersey. Meditation, one last book on science and faith. He died in 2016. No Wikipedia page. Almost nobody remembers him. Made this short video so a few more people do. 🙏🙏
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The difference between a govt cleanup drive and a citizen-led drive comes down to incentive. For politicians, a drive is often a staged photo op to show work done. For citizens, the drive is the work, a tangible effort to save local ecology and stray animals from plastic hazards. 2,435 kg of waste cleared in Gurugram shows that when the public takes ownership, actual dirt gets moved. Infra is the govt's job, but civic discipline is ours. Until the general public treats public spaces like their own homes, no official scheme will ever stick.
The News Drill™
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Super interesting... 18th June, 2026: an OpenAI agent, on an internal evaluation, is tasked with researching public healthcare spending. It hits Services Australia's Medicare Statistics Reporting Service, a public-facing stats portal. It is blocked. It continues anyway, finding unauthorized paths into public and non-public files, and per Australian PM, writing files into a government server. Aug 2026: OpenAI finds this itself, buried in an internal review of "misaligned model activity." Not in June, when it happened. 10th Sep, 2026: OpenAI emails Services Australia. A general public inbox. Staff do not act on it for another 5 days. 23rd Sep, 2026: Albanese (Australian PM) goes public, in New York, the same day Sama is inside the UN Security Council briefing world leaders on AI and international security.
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