The Trump administration’s AI Action Plan promotes rapid expansion of hyperscale data centers critical for AI workloads, with Virginia hosting 35% of the world’s such facilities. However, local communities voice concerns over environmental impacts including energy and water consumption, heat generation, and noise pollution. Cases like Louisa County, Virginia demonstrate grassroots pushback, spotlighting the balance between AI infrastructure growth and sustainable community development.