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Stop counting tokens, start counting what ships

MIT Technology Review ·

Summary: When a developer gives an AI agent a coding task, the agent does more than answer once. It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50 times more tokens than a basic chat prompt. The more useful the agent becomes, t

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Who reported “Stop counting tokens, start counting what ships”?

MIT Technology Review, on 2 Nov 2026. The full article is at the source link on this page.