A.I. Bubble Bust Theories

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On some level, it seems obvious that we’ve entered an A.I. bubble: Yes, The Four are going to be fine and make more money than ever, but others won’t be as lucky in this Manichean, winners-take-most economy. Photo: Jason Alden/Bloomberg/Getty Images
Ian Krietzberg
August 5, 2025

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The quest for scale remains a preoccupation at almost every level of the A.I. pipeline: There’s the mind-boggling amount of training data required; the alarming quantity of water and electricity needed to run data centers; and the millions of G.P.U. chips that provide the necessary computing power. Then there are the extraordinary public market valuations for many of the largest A.I. players, which have buoyed the stock market for the past two years.