Google Pledges $15 B for Visakhapatnam Full-Stack AI Hub, Warns of Emerging ‘AI Divide’

Large-scale tech infrastructure gambits usually precede power shifts: the 1860s U.S. transcontinental railroad re-mapped trade routes, and IBM’s US$5 billion 1964 System/360 bet reset the computing hierarchy for decades. Google’s US$15 billion wager in Visakhapatnam is similar—laying physical cables and megawatt datacentres in the Global South rather than Silicon Valley. It reflects two converging trends: (1) compute and energy are becoming the new strategic commodities, and (2) tech giants are internalising roles once filled by states—building infrastructure, skilling labour and even writing de-facto regulation. Whether this narrows or hardens inequality hinges on who controls access to those petaflops a century from now. If India turns the hub into a domestically-owned ecosystem—as Japan did with post-1950s automobile supply chains—the moment could mark a permanent shift in where the world’s computational core sits; if not, it may simply replicate past patterns of resource extraction, updated for the age of algorithms.