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The Machine That Builds Itself

  The Machine That Builds Itself More than 80% of Anthropic's software is built by its own AI. The recursive era has quietly begun. AI is now writing the code that makes AI smarter. The question is whether humans can stay in the loop. Welcome to "Recursive self-improvement" Chuppala Nagesh Bhushan · >80% of Anthropic production code written by Claude, as of May 2026 8× more code merged per engineer per day vs 2024 75–80% accuracy on SWE-bench Verified, frontier models in 2026 For decades the prospect of an "intelligence explosion" has hovered at the edge of serious technological discussion. An artificial-intelligence system capable of redesigning and improving itself, iteratively spawning ever more capable successors, could one day outstrip human comprehension and control. What once seemed a distant theoretical concern — popularised by the mathematician I.J. Good in the 1960s — has moved closer to the present. "As of May 2026, more than 80% of the code m...
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The AI Thirst Problem: How the Global Data Centre Boom Is Draining Communities From Georgia to Gujarat

  The AI Thirst Problem: How the Global Data Centre Boom Is Draining Communities From Georgia to Gujarat A scandal over 29 million gallons of unmetered water in suburban Atlanta has cast a harsh light on a systemic resource conflict—one that is now being exported, at $210 billion scale, to some of India's most water-stressed states. Chuppala Nagesh Bhushan Compiled from  Politico, Fortune, EPA, Brookings Institution, Earth Journalism Network, SANDRP, World Resources Institute When residents of Annelise Park, a leafy subdivision 20 miles south of Atlanta, noticed their water pressure dropping last year, local authorities issued a conservation advisory and asked households to stop watering their lawns. The culprit, it turned out, was not a drought—though Georgia was in the midst of one—but a 615-acre data centre campus codenamed Project Excalibur. The facility, developed by Quality Technology Services (QTS), a company owned by Blackstone, the New York-based private equity giant,...

India’s Borrowed Future

  India’s Borrowed Future How a ₹279-lakh-crore debt binge is mortgaging the next generation’s jobs and prosperity  Chuppala Nagesh Bhushan HYDERABAD, June 2026— There is an old joke in Indian politics: a rupee promised today is worth more than a rupee repaid tomorrow. Governments have long understood this arithmetic. What they have been slower to grasp is that the reverse is equally true—a rupee borrowed today is a rupee that a young Indian cannot borrow tomorrow to build a factory, start a business, or find a decent job. India’s combined central and state government debt now stands at a staggering ₹279 lakh crore (₹279 trillion), roughly equivalent to the entire annual output of Germany. The central government alone owes ₹197 lakh crore; state governments have piled up another ₹82 lakh crore. Against a total banking system deposit base of roughly ₹640 lakh crore, governments are absorbing nearly 44% of all available credit. The remaining scraps must be divided be...

The Fuel Price Paradox: Why You’re Paying More While Oil Costs Less

  The raw-material paradox: Why cheaper crude oil has not meant cheaper petrol A decade of asymmetric taxation, a pandemic windfall captured by the state, and a diluted product sold at full price have combined to leave the Indian motorist paying record amounts for something that should, by any rational reckoning, cost far less Chuppala Nagesh Bhushan T here is a puzzle at the heart of Indian fuel pricing that deserves more scrutiny than it typically receives. In 2014, crude oil — the raw material from which petrol is refined — traded at $105 per barrel. Indian motorists in Delhi paid ₹72 per litre at the pump. Today, the same crude costs roughly $96 per barrel, a decline of nearly 9%. Yet the same Delhi motorist now pays ₹102 per litre, and the Mumbaikar pays ₹111. The raw material became cheaper. The final product became dramatically more expensive. This is the Indian fuel paradox, and its explanation lies not in the global oil market, but in the domestic architecture of taxation....