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OpenAI CFO outlines scorecard for measuring AI investment value
OpenAI CFO Sarah Friar introduces 'useful intelligence per dollar' scorecard to measure AI investment ROI, shifting focus from adoption metrics to economic
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dev.to
Agentic AI Spend Needs an Outcome Ledger, Not a Bigger Token Budget
Apply OpenAI's agentic investment guidance with a reusable workflow scorecard, denominator, and automatic stop conditions.
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axios.com
Exclusive: OpenAI's CFO pitches a new way to measure AI's value
The framework is OpenAI's response to a growing enterprise AI cost reckoning.
