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Life cycle assessment (LCA) and cost–benefit analysis (CBA) can inform the development and governance of AI technology by creating transparency, enhancing innovation, and supporting fact-based regulatory decisions that address immediate energy emergencies while considering long-term system-wide impacts.

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