When the Future Arrives Before the Rules Do

Technology doesn't wait for the rules to catch up. Your town is next. Here's a framework

I am using a local proposal in Ames, Iowa as a lens to examine something much larger: how technology outpaces society’s ability to cope with it, regulate it, or govern it. Not gradually. On an algorithmic scale. Literally and figuratively. This is not a story about Ames. It is a story about citizens and elected officials being ready for algorithmic changes in society.

There is a pattern that repeats itself in Asmerican life, and it goes something like this: a new technology arrives, investors move fast, communities find themselves holding a proposal they didn’t ask for, and the rules that should govern the situation either don’t exist yet or haven’t caught up. By the time they do, the facility is built, the contracts are signed, and the questions that should have been asked upfront become grievances with nowhere to go.

We are living through that pattern right now with a modest data center. Ames, Iowa is where it is becoming visible to me. But the story I want to tell is not about Ames. It is about every community that is about to face a version of this.

What LightEdge is — and what this piece is really about

Let me describe what I read about what LightEdge is and isn’t, because the public conversation has sometimes conflated this proposal with the AI data centers making national headlines. It is not that. LightEdge is a Des Moines-headquartered company that has been in business since 1996, with existing data centers in Altoona. What they are proposing south of Ames — on public airport land adjacent to the Banning Municipal Airport — is a colocation facility: businesses would rent physical space to house their own servers and IT equipment. Not AI-specific. Not a hyperscaler. Closer to a commercial storage building for digital infrastructure than to the massive AI campuses Amazon and Microsoft are building across the country.

I want to be clear about why I’m writing about it anyway.

I am using this proposal as a lens — local and immediate — to examine something much larger: how technology outpaces society’s ability to cope with it, regulate it, or govern it. Not gradually. On an algorithmic scale. Literally and figuratively.

The LightEdge proposal in Ames is, in one sense, modest.. If a conventional, non-AI colocation facility raises this many questions about water, energy, land use, liability, grid capacity, and community benefit — questions that our local, state, and federal frameworks are not fully yet equipped to answer quickly or adequately — then what happens when the hyperscalers arrive? When the AI campuses drawing 500 megawatts come looking for Iowa land, Iowa water, and Iowa grid capacity? These proposals will be coming to your neighborhood some, some almost at the speed of light.

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Technology operates on its own timeline. Law, ethics, and community norms operate on ours. The gap between them is where the damage happens.

This is not a new problem. It is the same problem we have seen with social media platforms that outpaced parental controls over the internet, let alone all of today’s screens, outran privacy law,

Three examples deserve particular attention because they hit closest to home for rural and Midwestern communities: Fracking arrived with lease agreements before anyone understood the aquifer contamination risk or the connection to induced seismic activity. The science caught up years after the wells were drilled. Oklahoma went from one or two earthquakes a year to over 900 in 2015. By then, the contracts were signed and the wells were in the ground; Cryptocurrency mining operations landed in small towns across the Midwest promising jobs and investment. What many delivered instead was industrial noise around the clock, enormous power draws, and rate increases for existing customers; or Precision agriculture data harvesting which is perhaps the least visible but most personal to Iowa. Farmers sign contracts with John Deere, Bayer, and others transferred ownership of their own field data — soil composition, yield history, planting decisions — to corporations. The legal frameworks to protect them didn’t exist yet. Some Iowa farmers are still fighting to reclaim data that came from their own land.

In each case the pattern is identical: the technology moved, the investment moved, the contracts were signed — and the rules arrived late, if at all.

The pattern with data centers follows the same arc.

In 2025 alone, more than 200 bills were introduced across all 50 states aimed at regulating data centers — addressing energy procurement, water usage, environmental standards, siting, labor, and foreign ownership. More than 40 of those bills became law. That legislative surge is not a coincidence. It is communities and state governments catching up to something that moved faster than they did.

At the federal level, the situation is worse. The Trump administration’s approach has been explicitly deregulatory on AI and technology infrastructure — going so far as to issue an executive order in December 2025 discouraging states from enacting their own AI regulations. The machines, as one European observer put it, need data centers, so approvals are granted. The machines need deregulation, so governments deregulate.

Iowa has no equivalent to Minnesota’s legislation protecting residential ratepayers from being billed for grid infrastructure upgrades required by large private data centers. Iowa has no mandatory water-use reporting requirements for industrial facilities of this kind. Iowa has no state-level siting standards that would require a facility to demonstrate it meets industry guidelines before a local government approves it.

As with towns across America, Ames has itss City Council, doing its best on a part-time basis with a stretched staff.

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The Ames numbers deserve to be read carefully

At full buildout, the LightEdge facility on Aviation Way would require up to 25 megawatts of electricity on demand. That is a 15 percent increase in the city’s total electricity consumption — more power than 18,000 average Ames homes use combined. It exceeds the net gain expected from the Ames Municipal Energy Center project when it completes in 2031.

To deliver that power, the project would require a 69 kV transmission line extension routed under the airport runways and construction of a new power substation. The city has acknowledged that any agreement must ensure those costs are borne by the developer, not existing utility customers. That commitment needs to be specific and binding. Iowa has no law requiring it. Other councils should follow our City’s lead on these kind of agreements.

The facility would sit near the headwater of a tributary that flows into Worrell Creek and on to Ioway Creek. Cooling water is intended to be recycled — but recycling systems fail. The question of what happens to those waterways in a containment breach, thought not highly likely, has not been publicly answered.

The facility would occupy 10.86 acres of municipal airport land — meaning any sale requires FAA approval, and any revenue from that sale is restricted to airport use. It cannot fund schools, roads, parks, or city services.

And at full operation, the facility is projected to employ fewer than ten people on site regularly.

I want to stay with that number for a moment. Fewer than ten permanent jobs. In exchange for a 15 percent increase in citywide electricity demand, a new substation, transmission lines under airport runways, a 100,000 square foot industrial facility adjacent to the ISU Research Park, and the permanent conversion of public airport land to private industrial use.

That is not an argument against the project. It is an argument for asking hard questions before approving it.

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The broader ethics problem

I want to be direct about where I’m coming from, because I think context matters here.

During my career, I worked to advance solar development, understanding the need for transmission lines— so I am not someone who reflexively opposes new energy infrastructure. I also worked on nuclear power issues: specifically on facility siting standards and the international export of nuclear fuel and equipment, including proceedings before the Nuclear Regulatory Commission. I proposed legislation on the siting of Concentrated Animal Feeding Operations — CAFOs — because I had seen what happens when industrial facilities are placed without adequate distance requirements, environmental safeguards, or community input. And more recently I have worked with environmental groups on eminent domain, including the pipeline fights here in Iowa, where companies arrived with legal authority to cross private land before communities had fully grasped what they were agreeing to — and without adequate proof of insurance or financial capacity in the event of an accident.

I raise this history not to establish credentials but to make a point: this is a pattern. Nuclear power, CAFOs, pipelines, and now data centers all share the same basic dynamic — a technology or industrial use arrives, investment moves fast, the legal and ethical frameworks lag behind, and communities bear the long-term consequences of decisions made before adequate oversight existed. In each case, the argument for moving quickly was economic opportunity. In each case, the communities that didn’t ask hard questions upfront paid for it later.

What I see in the data center boom is the same pattern at a new scale and speed. It is not that communities are reflexively resistant to progress. It is that the technology, the capital, and the political pressure to approve projects are all moving faster than the ethical, legal, and civic frameworks that exist to protect people’s health, safety, and welfare.

Unlike the EU, in the United States, the federal approach has been explicitly deregulatory — the Trump administration issued an executive order in December 2025 discouraging states from enacting their own AI and technology regulations. That leaves local governments — Ames City Council, Story County, your town — holding decisions with significant long-term consequences and inadequate frameworks to guide them.

This is the health, safety, and welfare problem of our moment. Not in the abstract. Here, in South Ames, a few miles from Iowa State University.

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What a responsible process looks like

The Ames City Council has scheduled a public listening session for June 30. That is the right instinct, accompanied by a solid amount of transparency, to date. Here are some questions that I hope have been asked and answered. If not, now is the time to ask.

• Whether this site meets the industry’s own siting standards given its proximity to the airport, the Research Park, and two major highways

• What redundancies exist in the cooling system and what the containment failure protocol is for Worrell Creek and Ioway Creek

• What is the binding commitment or the enforceable agreement — that grid infrastructure costs will not be passed to Ames Electric customers

• Whether MISO has been consulted on interconnection requirements

• What financial security LightEdge must post before construction begins, and what liability coverage exists in the event of a failure

• What the actual net economic return to the community is — considering permanent jobs, tax revenue net of abatements, infrastructure costs — over a possible ten-year buildout

• Whether the fewer-than-ten permanent positions are union, and what the wage range is (I do not know if the Davis-Bacon law applies).

• Full ownership and investor disclosure. The developer should be asked to confirm publicly who currently holds controlling interest. Public records indicate that since 2021, that interest has been held by GI Partners, a San Francisco-based private investment firm managing over $1.8 billion through its GI Data Infrastructure Fund. Prior to that, LightEdge was majority-owned since 2008 by The Anschutz Corporation, an oil and gas exploration company. It has been reported LightEdge has raised approximately $580 million in total. Ames residents deserve to know this background

Consider a parallel already unfolding in Iowa. The Duane Arnold Energy Center near Cedar Rapids — Iowa’s only nuclear plant, shut down in 2020 — is being restarted by NextEra Energy, a Fortune 200 company headquartered in Juno Beach, Florida. NextEra has signed a 25-year power purchase agreement with Google under which it was reported Google will receive over 90 percent of the plant’s 615-megawatt output to power its AI data center infrastructure in Iowa. The plant sits on Iowa land, was built with Iowa ratepayer investment over decades, and its restart is being driven by a California tech company’s AI energy appetite — owned by a Florida utility. That arrangement may ultimately serve Iowa well. But it is exactly the kind of long-term commitment that communities should understand before it is made — not after. The same principle applies in Ames.

LightEdge has been in business for thirty years and has operating facilities nearby. They deserve a fair hearing. I try to ask questions, not being familiar with might be some confidential information.

LightEdge has a long-term stake in Ames if this project moves forward. Companies that earn a community's trust at the outset tend to operate with far less friction — and far more goodwill — than those that don't. A rigorous process is not their enemy.

The question is not whether data centers belong somewhere. They do — the data has to live somewhere. We do have an opportunity here that goes beyond a single approval or denial. LightEdge, its investors, and the City of Ames could together set a precedent — a model of what responsible siting, genuine transparency, and enforceable community protection actually look like in practice. That would be worth something. Not just to Ames, but to every community that faces this conversation next. The next town won’t have to start from scratch if this one gets it right.

That is what oversight is for. And that is what it looks like when it works.

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What you can do — in Ames and anywhere

If you are in Ames: the City Council has scheduled a public listening session for Tuesday, June 30. Show up. Submit a written comment. Ask the Council to require answers from LightEdge before any decision is made. This community is paying attention, with a petition containing some 2,500 signatures.

If you are not in Ames: this is coming to you. Data centers are among the fastest-growing land uses in the United States, and the communities that fare best will be the ones that asked hard questions early — before the contracts were signed, before the substation was built, before the airport land was sold. The framework of questions in this piece is not Ames-specific. It is a checklist any community can use.

Find out what is being proposed in your county. Attend the meeting. Ask who owns it, who pays when something goes wrong, and what the community actually gets in return — in permanent jobs, in net tax revenue, in protected waterways, in grid rates that don’t rise to subsidize a private facility.

The technology will not slow down to wait for the rules to catch up. That has never been how this works. What changes the equation is communities that refuse to be moved at the developer’s pace — that insist on adequate information, adequate process, and enforceable commitments before they say yes.

We are all in this together. That includes the grid, the water, and the land.

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