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Opinion: Tokens per Task Is the Mobile AI Metric You Are Not Measuring

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

You are on the last leg of a commute, dictating a long email reply through your phone's AI assistant. Halfway through the third paragraph, the assistant stops, shows a generic error, and the conversation resets to a blank state. You check the logs later and find the real story: the feature hit its…

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  1. 2026-08-25 04:27 · DEV Community — AI
    Opinion: Tokens per Task Is the Mobile AI Metric You Are Not Measuring

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