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Navveen Balani Making systems intelligent, efficient & responsible

Day 25 of Green, Efficient AI is live: The Interface Sets the Bill.

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Day 25 of Green, Efficient AI is live: The Interface Sets the Bill.

A user creates intent. The interface translates that intent into inference demand.

The model produces the bill. Two products can wrap the same underlying model and produce inference bills that differ by orders of magnitude, purely because the interfaces around them ask for different things.

A regenerate button that made sense against a weaker model. A model picker that defaults to the largest tier. A chat surface shipping the full session history on every turn. Dashboard summaries generated on cards nobody views.

Measure. Intent-align. Defer. Revisit. The ladder.

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

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