Financial leaders face mounting pressure to justify artificial intelligence investments amid widespread market enthusiasm. OpenAI's CFO Sarah Friar presents a practical framework for quantifying genuine AI-driven returns versus speculative gains. This analysis explores concrete metrics and measurement methodologies that enable CFOs to distinguish authentic value creation from technological hype, ensuring capital allocation decisions rest on verifiable performance data rather than market sentiment.

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