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TECHNOLOGY · OCT 15, 2026

Models to Megawatts, and the Alliance Stayed on the Page

In one year the AI race's scoreboard moved from models to megawatts, and each nation met the same wall with its own instruments, not the alliance they signed for it.

On October 14, two capitals moved against the same collision on the same day and never mentioned each other. Washington's Energy Department ordered PJM Interconnection — the country's largest grid operator, serving 65 million people across 13 states — to push data centers and other large customers onto backup generation to keep the lights on [1][2]. Delhi paired a new national data center policy with capital from its quasi-sovereign National Investment and Infrastructure Fund: $700 to $800 million, potentially rising to $1.5 billion, into data centers, renewable generation, and transmission [3]. Two allies, one collision, two separate responses. Eight months earlier, they had signed a pact meant to make this a shared fight. The US-India AI Opportunity Partnership, a February addendum to the Pax Silica Declaration, named semiconductor manufacturing, energy infrastructure, and critical minerals as its targets [4]. Energy was not a side clause; it sat in the pact's stated scope. The two governments put the point in their own words.

The two sides share the belief that a significant risk facing the free world is not the advancement of AI, but the failure to lead it. — Federal government of the United States

That sentence was the standard. The week of October 14 is how the two allies measured against it — separately. The eight months in between rewrote what the race was about. In February, India's AI story was about models: Sarvam AI launched "sovereign models" that beat Google's Gemini and OpenAI's ChatGPT at reading Indian-language documents [5]. The win was real but narrow — a three-billion-parameter document-reader and a text-to-speech tool, built on roughly $41 to $53 million, ahead only at the one task they were tuned for [5]. By June, a US export-control directive had forced Anthropic to disable two of its models for foreign nationals, hitting Tata Consultancy Services, Infosys, and startups, and New Delhi tasked its planning body, NITI Aayog, with cutting strategic dependence on foreign providers [6]. Sarvam's warning named the distinction.

The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance. — Anthropic

By October, the commerce minister had moved the edge somewhere else entirely.

Whichever country has green power generation, that country will have the edge over these technologies. — Jitin Prasada

Models to megawatts, in one year, in the actors' own words. The wall was visible long before the week it hit. PJM warned in April of a 60-gigawatt shortfall over the coming decade, driven by the data centers in Virginia and Pennsylvania that had rendered the operator's previous growth forecasts obsolete [2]. India's planners projected data center capacity climbing from 1.5 gigawatts in 2025 to 13.5 by 2031-32 [7]. Pennsylvania's regulators warned the grid could fail reliability standards by 2027, and the governor ordered data center developers to bring their own power if they wanted fast-tracked permits [8]. Grid India's chief had flagged the risk back in February, warning that data centers might abruptly isolate themselves from the grid and cause system-wide disturbance [9]. October was the crest, not the surprise. Washington met the crest with a stack of emergency instruments. On September 28, the administration invoked Section 202(c) of the Federal Power Act — the emergency clause that lets the government compel power plants to keep running — to hold nine coal units open past their retirement dates, despite a federal appeals court ruling that the Energy Department had overstepped on one of them [10]. On October 5, the Federal Energy Regulatory Commission — the US power-markets regulator — suspended PJM's one-time emergency auction, a 15-year procurement meant to close a 6.8-gigawatt shortfall by shifting the cost to the data centers driving demand [11]. The chair's objection was blunt.

will not be forced into accepting a deeply flawed, eleventh-hour procurement. — Laura Swett

Nine days later, the Energy Department issued the direct order requiring data centers to switch to backup generation [1]. Three instruments in sixteen days — an emergency clause, a regulator's docket, an administrative order — none of them new law, each a tool Washington already held. Delhi met the same crest with plans. NITI Aayog, the government's policy body, released a framework urging states to treat data centers as strategic infrastructure, projecting they could grow from 0.5 percent to 2 percent of national electricity use within a decade [1]. The commerce ministry paired that with a courtship of nearly $60 billion in foreign data center investment, offering tax holidays to 2047 and state-subsidized land and power — while its own Ministry of Power counted 26.3 gigawatts of new load, nearly 7 percent of projected peak demand, by 2031-32 [12]. And the state's sovereign fund is now the buildout's financier, putting public capital into the very data centers and transmission lines the new policy must keep in check [3]. Every action that week ran through an instrument each state already owned: an emergency clause, a regulator's docket, a planning body, a sovereign fund. Nothing in the record runs through the partnership signed in February. Whether that is deliberate, no official has said. But the unit fighting the race's collision is the nation-state, not the alliance. China moved the same week as a single state. The day before both capitals moved, Beijing announced a $560 billion five-year program concentrating nearly 90 data center projects in Ulanqab, Inner Mongolia — sited there by decree for cheap land, renewable power, and a cool climate [13]. No coalition, no shared docket. One state, one plan. At the frontier of the buildout, the binding limit is not always power. Elon Musk puts it elsewhere.

The limiting factor currently is memory. — Elon Musk

Memory — the DRAM and high-bandwidth memory chips that feed the models — not electricity, in his accounting [14]. The point is not that one column is right and the other wrong; it is that in one year the scoreboard's watched column moved, from the chips that train the model to the electrons that cool it, and now, on Musk's telling, the memory in between. Eight months after the two governments declared the great risk was not the advancement of AI but the failure to lead it, the leading happened through an emergency clause, a regulator's docket, a planning body, and a sovereign fund — instruments each state already owned before the pact was ever signed. The partnership's energy clause sat on the page, untouched, while the grids it was written to fortify were defended by their own governments, alone.


Sources
  1. 1. US and India Implement Measures to Manage AI Power Demand
  2. 2. PJM Interconnection Launches Plan for 15 Gigawatts of Power
  3. 3. NIIF to Invest $800 Million in AI and Data Centers
  4. 4. United States and India Establish AI Opportunity Partnership
  5. 5. Sarvam AI Launches Sovereign Models Outperforming Global Rivals
  6. 6. India Pursues Sovereign AI After US Bans Anthropic Models
  7. 7. India Rushes Energy Infrastructure for AI Data Center Surge
  8. 8. AI Data Center Boom Strains US Power Grids
  9. 9. India Plans AI Solutions to Stabilize Power Grid from Data Centers
  10. 10. Trump Administration Forces Coal Plants to Delay Retirements
  11. 11. FERC Suspends PJM Emergency Power Auction Over Procurement Flaws
  12. 12. India Targets AI Growth With $60 Billion Data Center Push
  13. 13. China Launches $560 Billion AI Data Center Expansion
  14. 14. Infrastructure and Memory Shortages Bottleneck AI Expansion

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