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Navveen Balani Making systems intelligent, efficient & responsible

Day 23 of Green, Efficient AI is live: The Model Keeps Its…

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Day 23 of Green, Efficient AI is live: The Model Keeps Its Environmental Receipts.

Every model in production carries a receipt for what it cost to exist. Training was a paid event. The footprint closed the moment the run finished, and the model has been carrying it ever since. A product team shipped a feature backed by three models. A foundation model borrowed at scale. An open-weights model adopted freely. A fine-tuned classifier paid in full. Three receipts, three amortization stories.

Attribute. Reuse. Right-size. Amortize. The ladder that turns training footprint from an off-book cost into a governed one.

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Green Software Foundation #greenai #efficentai #aieconomics #leanagenticai

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