
Mahesh
2.8K posts



This is stupid credentialist nonsense. Debate Sai Deepak if you have the IQ. Sai Deepak makes the compelling argument that leftist agenda driven historians have systematically lied about our history and his argument must be debated on its merits. People who flaunt paper credentials like a shield are useless. I will never bow to anyone's academic credentials nor will I ever flaunt mine.


For non-verifiable domains, the only way you can improve AI performance at this time is via curating more annotated training data, which is expensive and only yields logarithmic improvements. And here's the thing: nearly all jobs have non-verifiable elements. There's virtually no job that's end-to-end verifiable. Even the job of a mathematician is not end-to-end verifiable. Sofware engineering involves many verifiable tasks, but it isn't end-to-end verifiable. For this reason the gap between "AI can automate most of these tasks" and "AI can fully replace this job" will remain for a very long time, across nearly all jobs. Like with self-driving, working 99% of the time is not nearly good enough to remove the human. So even when we get superhuman Automated Theorem Provers, mathematicians will still have jobs. We might even end up with more of them (scary I know)

India has number of lessons to learn from EU to strengthen the MSME sector. EGROW's Public Policy Paper indicates a few areas based on MSMEs in EU that can help MSMEs in India. egrowfoundation.org/research/msmes…


#WATCH | INSV Kaundinya prepares to dock in Muscat, as it completes its sea voyage from Gujarat's Porbandar to Oman INSV Kaundinya is a recreation of a 5th century Indian ship using the ancient stitching technique. The ship departed from Gujarat's Porbandar on 29th December 2025

. #Dhuroxic on March 19th will be the ultimate clash between ultra realistic cinema and ultra unrealistic cinema D is built on cause , leading to effect and consequence. It reveals that violence has moral, psychological, and political foundations. The Characters act because they must, not because they will look cool. Believes the audience is intelligent whereas In T Style precedes logic. Violence exists to display attitude, not necessity. T assumes the audience wants stimulation, not emotional engagement like D D respects grim reality. T sells fantasy dressed as seriousness. D unsettles T tries to impress D’s Protagonist is human He can fail, misjudge, bleed, age His power is limited and contextual T’s Protagonist is born bulletproof The story bends backwards to protect his “ultra cool factor” The world exists to worship him D speaks in silence. T shouts D Camera behaves like a witness Frames are observational Editing respects time, geography and narrative T Camera behaves like a master Slow motion bloats reality Editing manufactures non existent intensity #Dhuroxic on March 19th will answer many questions Will the @AdityaDharFilms #Dhurandhar audience go back to still root for the same dark hero walking in slow motion? Will Smoking in slow motion still equal depth of character? Will Violence be still fine just for the sake of spectacle? Watching #Dhuroxic side by side on march 19 th will be like being inside a war zone versus next to a fashion shoot. One is cinema that cuts into flesh. The other is cinema that poses for the camera . #Dhuroxic won’t be just another clash it’ll be a collision between truth and styling. And possibly something bigger. #Dhuroxic could mark the beginning of the end of hero worship ushered in by the pan India biggies from the south #Dhuroxic can be a defining moment in cinema where the audience stop becoming devotees , and scoff at bulletproof masculinity proving that they no longer want gods , but only relatable humans OR IT CAN BE VICE VERSA..THAT ONLY GOD and AUDIENCE WILL KNOW Let’s find out on MARCH 19 th the #Dhuroxic JUDGEMENT DAY




Get your Milton Friedman and Ayn Rand right: Zomato, Blinkit and Swiggy aren’t free-market capitalism Illustration @MANJULtoons After being called a Marxist and a leftist for criticising India’s quick-commerce giants, I respond in the only way I know – by going back to first principles. By any honest capitalist test, the neighbourhood kirana store owner – bearing real risk without venture capital crutches – looks far more like the entrepreneur Rand and Friedman admired than the likes of Deepinder Goyal. Whether one views this through the lens of Milton Friedman or through the basic logic of markets, the conclusion is the same: this is not a triumph of productivity, but a triumph of extraction. In Ayn Rand’s world, “Atlas” is the entrepreneur who carries the weight of value creation on his shoulders. In the world Goyal has built, the real “Atlas” is a 26-year-old on a scooter, carrying a bag of groceries he is paid too little to deliver, for a company that has yet to earn a real profit, funded by investors betting that when the music stops, they will be the last ones standing and holding the prize. My essay in @newslaundry. Read and share. newslaundry.com/2026/01/10/get…





🚨 India is building a new airport or terminal every 45 days: Aviation Minister Ram Mohan Naidu.






Zomato and Blinkit delivered at a record pace yesterday, unaffected by calls for strikes that many of us heard over the past few days. Support from local law enforcement helped keep the small number of miscreants in check, enabling 4.5 lakh+ delivery partners across both platforms to deliver more than 75 lakh orders (all-time high) to over 63 lakh customers during the day. This happened without any additional incentives for delivery partners - NYE does see higher incentives than usual days and yesterday was no different than the past NYE days. I am grateful to local authorities across the country and to our teams on the ground for clear enforcement and swift coordination. Most importantly, thank you to our delivery partners who showed up despite intimidation, stood their ground, and chose honest work and progress. One thought for everyone: if a system were fundamentally unfair, it would not consistently attract and retain so many people who choose to work within it. Please don’t get swept up by narratives pushed by vested interests. The gig economy is one of India’s largest organised job creation engines, and its real impact will compound over time, when delivery partners’ children, supported by stable incomes and education, enter the workforce and help transform our country at scale.



Zomato and Blinkit delivered at a record pace yesterday, unaffected by calls for strikes that many of us heard over the past few days. Support from local law enforcement helped keep the small number of miscreants in check, enabling 4.5 lakh+ delivery partners across both platforms to deliver more than 75 lakh orders (all-time high) to over 63 lakh customers during the day. This happened without any additional incentives for delivery partners - NYE does see higher incentives than usual days and yesterday was no different than the past NYE days. I am grateful to local authorities across the country and to our teams on the ground for clear enforcement and swift coordination. Most importantly, thank you to our delivery partners who showed up despite intimidation, stood their ground, and chose honest work and progress. One thought for everyone: if a system were fundamentally unfair, it would not consistently attract and retain so many people who choose to work within it. Please don’t get swept up by narratives pushed by vested interests. The gig economy is one of India’s largest organised job creation engines, and its real impact will compound over time, when delivery partners’ children, supported by stable incomes and education, enter the workforce and help transform our country at scale.








