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Author: Jeff Hunter

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At AI scale, high-current distribution is not a downstream component choice. It is an early architecture decision that shapes how capacity is added, isolated, maintained, and expanded.
High-frequency power conversion is becoming a data center architecture question as AI density changes how power must be conditioned, distributed, integrated, and maintained.
Energy storage can improve how AI infrastructure manages power, resilience, and phased deployment. It is not a substitute for sound architecture, generation strategy, or grid planning.
When compute demand arrives before full utility capacity, the useful question is not simply how much power is available. It is whether the first operating state can be productive, maintainable,
A utility target date is only useful when its scope, conditions and dependencies are clear. A practical framework for deciding when grid constraints should change a data center plan.