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CONCEPT

Productive Addiction

The compulsive engagement pattern produced when the enterprise of the self encounters unlimited productive capability — behavior indistinguishable from addiction, output indistinguishable from achievement.
Productive addiction names the specific behavioral pattern in which AI-augmented workers cannot stop engaging with their tools despite the manifest cost — the exhilaration that curdles, the locked muscle, the inability to close the laptop. You On AI named the phenomenon without providing a structural explanation. The immaterial labor framework reveals it as the subjective experience of the enterprise of the self operating at maximum capacity when capability has suddenly expanded by an order of magnitude. The husband in the viral Gridley Post was not addicted to Claude Code any more than a river is addicted to flowing downhill. He was an enterprise doing what enterprises do — expanding until something stops it — and nothing was stopping him.

In The You On AI Field Guide

The conventional addiction framework assumes the addictive substance is harmful and must be eliminated. Productive addiction is harder to address because the behavior produces real output: working code, shipped products, completed projects. The cultural script for interventions — twelve-step programs, boundary-setting, therapeutic engagement with the harm —

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