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Navveen Balani Making systems intelligent, efficient & responsible

Day 21 of Green, Efficient AI is live — The Footprint Already Spent.

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Day 21 of Green, Efficient AI is live — The Footprint Already Spent.

A financial services company published its AI carbon report. Every inference call metered. Every kilowatt-hour tracked. Grid intensity factored in by region. The number looked clean.

An external reviewer flagged the gap. The report covered what the system drew. It missed what the system cost to exist — the GPUs’ manufacturing footprint, the training runs on the company’s own infrastructure, the emissions embedded in the facility itself.

Name. Attribute. Amortize. Report. The ladder that widens the AI emissions boundary from operational to honest.

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