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Day 18 of Green, Efficient AI is live — The Forever Data.

Day 18 of Green, Efficient AI is live — The Forever Data.

Every AI system carries two footprints. The work it performs, and the data it leaves behind. The second one rarely gets named.

A B2B platform running a retrieval assistant found that three routine embedding-model upgrades — each a drop-in change on the API side — had quietly become one of the largest non-production AI infrastructure expenses on the account that year. Nobody had put re-embedding on the upgrade review.

Inventory. Tag. Retire. Reuse. The ladder that turns AI-scale storage from an accident into a decision.

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