AI companies are spending billions, but infrastructure costs don’t automatically mean AI can’t survive. The future may look more like the power industry than today’s model race.
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Most consumer AI tasks never need a data center. A local-first approach — routine intelligence on your own device, cloud only when justified — could reshape how we build, sell, and own personal AI.
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