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The article argues that OpenAI's claimed 3x AI productivity gain comes from AI systems working continuously like extra shifts, rather than making humans more efficient, and highlights the high costs and defect rates involved.
The author describes challenges in supervising multiple long-running OpenClaw workflows, noting that workflow organization became harder than setup as usage scales.