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The article argues that the massive AI data center buildout is a speculative bubble driven by subsidized pricing rather than real demand, and that the future of AI lies in smaller open-source models at the edge. It highlights negative impacts on energy grids and climate goals, warning that a bubble burst could cause a recession but not the end of AI.