Analysis from Bain and multiple financial and industry sources indicates that electricity demand will grow significantly as AI adoption accelerates, even as advances in software and lighter models introduce uncertainty. While more efficient models will not slow data center growth, they complicate forecasts and require investors to assess shifts in demand and readiness for AI-driven power and cooling needs. Executives expect the vast majority of AI workloads to remain cloud based, with the transition to cloud continuing to accelerate. However, about 40% of surveyed respondents anticipate no effect on their existing cloud-based workloads, highlighting a wide range of potential outcomes that investors and operators must plan for.

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