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openai blog · July 14, 2026

OpenAI says measure AI by useful work per dollar

openai published a guide on measuring ai via 'useful work per dollar' to navigate the agentic era.

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openai published a guide for enterprises on managing ai investments, specifically introducing 'useful work per dollar' as a key metric for the agentic era. the framework advises leaders to optimize efficiency and scale high-value workflows, shifting focus from raw token usage to outcome-based performance. this approach targets enterprises struggling to justify returns on generative ai deployments.

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