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AI Performance Evaluation

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Friday, 17 July 2026

A scorecard for the AI age

OpenAI Blog 6 hours ago

OpenAI's CFO Sarah Friar presented a framework to measure AI return on investment using metrics like useful work completed, cost per successful task, dependability, and return on compute. The scorecard provides four specific dimensions for evaluating AI system performance beyond traditional efficiency measures. Organizations can now apply these metrics to assess whether their AI implementations are delivering business value relative to computational resources invested.