Trout Streams and Data Centers

Why We Should Regulate AI Like We Regulated Oil

AI data centers are popping up all over the planet. They inhale electricity. and drink water by the acre-foot, and in volumes large enough to change local hydrology. In response, local communities across the country are trying to stop them altogether. I understand the impulse but I think it’s the wrong fight.

We are not dealing with a thing that can be abolished. We are dealing with a thing that is already here, and getting bigger by the second. AI is not a gadget or a trendy flavor of the week technology. Like roads, the power grid, and the internet, AI is infrastructure. And we can’t uninvent it.

I learned this the long way, from trout fishermen and land fights and people who understand that you don’t argue with gravity.

In the early 1970s, oil and gas companies rolled into northern Michigan with maps, money, and the inevitable. They were headed straight for what would become the Pigeon River Country State Forest. The energy crisis was real and the wells were coming. Anyone paying attention knew how that story was going to end.

So a group of concerned citizens, anglers, bird people, and general-purpose conservationists formed the Pigeon River Country Association. They did what most people do when something they love is threatened. They fought and tried to keep drilling out entirely.

Then somebody finally said the quiet part out loud. The oil companies were probably going to win. So they did something radical. They stopped pretending they could stop it and started figuring out how to survive it.

They negotiated. They compromised. They got the industry to agree to limits which found their way into the law. Drilling was confined to the southern third of the forest. The northern two-thirds were off limits. Buffer zones were drawn around streams. Rules were written about spills and surface impact and distance from water. The footprint shrank by roughly seventy-five percent.

And then something even bigger happened. They took the money from the thing they couldn’t stop and used it to protect the things they loved. Royalties from drilling helped create what became the Natural Resources Trust Fund, now worth BILLIONS, which still buys land, creates public access, protects rivers, and keeps wild places wild in Michigan.

They did not win by being purer. They won by acting while there was still leverage.

That same movie is playing again, only this time the rigs are servers and the wells are data centers. The land is being optioned. The water rights are being negotiated. Local governments are being offered jobs, tax base, and the promise that maybe this town won’t die after all. This is what inevitability looks like before it feels normal.

So the real question is not whether the data centers will come. They will. The real question is will they will come with rules, limits, and obligations? Or, will they arrive the way most powerful things do, quickly, quietly, and for someone else’s benefit?

If you are likely to lose the fight to stop something, the grown-up response is not to stomp off and refuse to participate or protest without offering a compromise. The grown-up response is to stay in the room long enough to make sure it does the least possible harm and the most possible good.

That does not mean giving the industry what it wants. It means demanding that if it is going to take land, water, energy, attention, and political power, it must give something back that lasts longer than a quarterly earnings call. Environmental protections, public investment, transparency, limits.

That is not selling out. That is stewardship.

AI is not a gadget. It is not a trend. Like roads and railways and the power grid and the internet, it is infrastructure. You can protest it. You can criticize it. You can regulate it. But you can’t uninvent it.

If conservation leaders want to matter in this moment, they have to do what their predecessors did in the 1970s. They have to move upstream of the damage and write the rules before the damage becomes normal.

That starts with limits.

Data centers should not be built anywhere water is scarce, stressed, or ecologically significant. Full stop. No facilities in sensitive watersheds. No facilities near coldwater streams. No facilities that rely on groundwater withdrawals that threaten aquifers, springs, or surface flows. If a center needs water, it should be required to use closed-loop or reclaimed systems and demonstrate, publicly and in advance, that its operations do not reduce downstream flow or raise temperatures in nearby rivers.

The same is true for energy. New data centers should not be allowed to destabilize local grids or crowd out residential/industrial users. If a facility needs power, it should be required to bring new clean generation with it, not simply plug into what already exists and let everyone else compete for what remains.

Land use matters, too. These facilities should not sprawl into intact ecosystems, farmland, or wild places simply because the land is cheap and the owner’s can’t afford to say no. Zoning should push them toward already degraded or industrial areas and away from places that can’t easily be put back together once they’re broken.

Lastly, our biggest chance to turn this into a conservation victory is to recognize that if this industry is going to extract enormous value from public resources, then it should be required to return some of that value to the public.

That can look like a state-level computation or energy-use fee, structured the same way Michigan structured royalties on oil and gas. A small percentage of revenue or a per-megawatt or per-gigabyte levy that flows directly into a protected Natural Resources Trust Fund. Not a general fund or a slush pile. A constitutionally or statutorily protected fund that can only be used for land conservation, watershed protection, ecological restoration, and improved public access.

In other words, if the servers are going to drink from the well, they should also pay to keep the well clean.

That’s not punishment, it’s balance. That is how you protect rivers in an age of servers and how we can honor the people who protected rivers in an age of oil.