AI compute facilities can inspire new regulations, yes, but what I'm advocating is that those regulations should not concern whether the facility is generating AI inference or aluminum or chemicals. All it should care about is the metrics that are relevant to the community like positive externalities, and negative ones like noise pollution, industrial pollution, etc. And all uses of private property should be judged on the basis of those criteria, not what industrial category the use falls under and the generalizations that are made about that category.
My own cursory take on AI compute facilities is that they're mostly much better for the community than previous industries. They emit zero industrial pollution, and only require water for cooling and energy from any source. The water used can also be recycled. And even in the early designs that don't use recycled water, the water consumed is orders of magnitude less than agriculture.
On the downside, they produce fewer jobs, but they encourage and fund infrastructure upgrades in telecom links and power transmission, which has second-order benefits for the local economy.
And they consume very little government services, so the taxes they pay produce a much larger fiscal surplus for local governments.
They also allow for energy that would otherwise be uneconomical to harvest, to be economically harvested. Let's just take an example of a desert which has very little wildlife, and no major nearby populations. AI compute facilities can make it economical to harvest the sunlight in those regions and make economic use of it.