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Navveen Balani Making systems intelligent, efficient & responsible

Day 20 of Green, Efficient AI is live — The Capacity That Waits.

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Day 20 of Green, Efficient AI is live — The Capacity That Waits.

A retail team ran per-call optimizations across their assistant for months. The bill barely moved. When they pulled utilization data across the full stack — model endpoints, vector database, cache — two-thirds of the standing capacity had been warm and idle for the entire month.

The autoscale floor set too high at launch. The vector index over-configured for peak queries that never came. The pilot deployment nobody retired.
Size. Share. Cycle. Retire. The ladder that turns standing AI infrastructure from a fixed cost into a managed one.

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Green Software Foundation #greenai #leanagenticai #aieconomics #efficentai #genai

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