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Opinion·Jul 14·all news from July 14, 2026

How to manage AI investments in the agentic era

OpenAI has released guidance for businesses on evaluating the financial return of AI agents by prioritizing metrics such as useful work performed per dollar spent. The framework suggests that enterprises shift their focus from raw model performance toward scaling specific, high-value workflows to improve operational efficiency. This approach encourages companies to treat AI as a modular tool capable of executing autonomous tasks rather than just a general-purpose technology.

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