Summary

Is your AI paying off? Today, OpenAI CFO Sarah Friar published the scorecard she uses for telling whether you are actually getting economic value from AI spend. For years, software success was measured through adoption—seats, active users, and renewals, Friar notes. She argues that AI is different: it must be measured by the work it actually accomplishes.

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