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There's an important distinction here: opposition to the local costs of data centers isn't necessarily opposition to the technological goal of building them.

The strategic case is fairly straightforward. Computing capacity is becoming part of the infrastructure that supports AI, scientific research, communications, business productivity, and national competitiveness. Not building enough capacity could mean depending on infrastructure controlled by others or falling behind technologically.

But local communities experience something much more concrete:

- Large electricity loads and the generation or transmission infrastructure needed to support them

- Water consumption, particularly where cooling systems rely on significant water use

- Cooling fans, backup generators, and other sources of noise

- Land use, construction traffic, and pressure on local infrastructure

I'd be careful about assuming most people would prefer living beside a data center to a steel mill or auto plant. The comparison depends on the facility's location and design. But data centers do have a different impact profile: relatively few permanent employees, no continuous manufacturing process, and potentially substantial electricity and cooling demands.

The regulation angle is where this gets especially interesting.

A regulation can either impose a constraint or create an engineering problem worth solving.

Noise leads to quieter fans, acoustic enclosures, better airflow design. Electricity consumption leads to more efficient processors, power conversion, cooling, and workload scheduling. Water consumption leads to closed-loop cooling, liquid cooling, heat reuse, and alternative cooling designs. Grid capacity leads to on-site storage, demand response, flexible computing loads. Waste heat leads to recovering heat for nearby buildings or industrial processes.

Those improvements can reduce operating costs as well as environmental impact. That's a productive feedback loop: the community imposes a legitimate constraint, and engineering finds a more efficient solution.

The less productive version is when requirements are imposed without regard to measurable outcomes, technical feasibility, or the cost of compliance. Then the regulation can become an additional layer of expense without necessarily producing a corresponding improvement.

One qualification though: not every environmental constraint will have a commercially attractive engineering solution. Some sites may simply lack sufficient water or grid capacity. In those cases, choosing a different location may be the best technical and economic answer.

Ultimately, I'd judge the policy by the measurable outcome, not by how many pages of regulations it produces. If a new standard results in quieter facilities, lower water consumption, and more computing capacity per megawatt, that's engineering progress. If it merely makes construction slower and more expensive without improving those outcomes, that's a different result.