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// AI news · 2026-11-02 · MIT Technology Review - AI

Measure AI output, not token count

AI agents consume far more tokens than basic prompts.

Published 2026-11-02 21:10 (Beijing time)Source MIT Technology Review - AIAuto-summarised, fact-checked against source

01Summary

Per-token pricing inflates costs of high-value workflows. Instead of measuring token usage, track cost per merged pull request to reflect actual software output. Route routine tasks to on-premises open-weight models and reserve premium inference for complex planning. This improves efficiency and enables control over sensitive code.

Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.

02Key points

03Source

Stop counting tokens, start counting what ships

MIT Technology Review - AI · published 2026-11-02 21:10 Beijing time

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