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OpenAI's AI Scorecard Gives You a Framework to Measure If AI Is Actually Working
OpenAI NewsยทSaturday, 18 July 2026

OpenAI CFO Sarah Friar introduced a practical AI scorecard for measuring the real return on AI investment. It focuses on four things: useful work, cost per successful task, dependability, and return on compute. The piece was published July 17, 2026.
Why It Matters
Most people using AI at work have no system for knowing if it's actually saving time or money. This scorecard gives you a concrete framework to find out.
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