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Applied AI·June 25, 2026·1 min read

Databricks’ former AI chief thinks he can cut AI’s power bill by 1,000x

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A claimed 1,000x power reduction for image generation — if it holds beyond demos like Un0 — would reprice the entire inference stack and who can afford to run what, where. Treat this as an early signal to track: infra bets with 3–5 year payback windows need a sensitivity case where inference costs collapse.