OpenAI’s CFO Just Proposed a New AI Metric. What Does “Useful Intelligence Per Dollar” Mean for Your Budget?

OpenAI CFO Sarah Friar says cost per token isn’t enough to evaluate AI investment. She proposed a broader question: how much useful intelligence does each dollar produce? Answering that question requires measuring both the cost of successful outcomes and the value they create.