Local opposition is becoming a material risk for AI expansion as communities weigh power demand, water use, tax incentives and land use against promised investment. The dispute makes clear that the next phase of AI is not only a contest for chips and capital, but also a local decision about who bears the cost of building the infrastructure. For readers, the question is whether the economic gains of larger AI systems are being matched by a fair say over where and how they are built.