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Navveen Balani Making systems intelligent, efficient & responsible

Day 9 of Green, Efficient AI is live — Plan the Loop Before You Run…

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Day 9 of Green, Efficient AI is live — Plan the Loop Before You Run It.

Two agents, same task: reconcile a billing dispute across three systems. Same model. Same tools. Same access.

One finishes in five turns. The other takes fourteen — and lands on the same answer nine turns later.

Nothing was broken. The slow one just started moving before it knew where it was going.

Without a plan, an agent decides each move from the last result it saw — never from the route as a whole. One cheap planning turn buys it sight of every step.
And it removes the turns at the start, where every wasted turn costs the most.
How to plan it, in today’s issue.

Green Software Foundation #greenai #efficentai

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