Guest writer Jeff Bennett argues that Virginia must strategically plan its physical AI infrastructure. Data centers and power grids require specific zoning and resource allocations to support machine learning workloads. Local officials now face pressure to balance industrial growth with environmental constraints. This decision dictates how quickly regional businesses can deploy high-compute AI tools.