A small group of defenders frequently misinterpret the advantages these facilities confer.
When opponents of data centers push the case that these facilities strain the environment, they tend to describe their electricity and water needs in terms of familiar scales—houses or communities.
One data center could draw as much power as a small town, while another’s water usage might match that of 50,000 homes.
The takeaway many readers infer is that this represents a huge burden. But the picture isn’t quite so clear-cut.
In the contemporary economy, the average household functions mainly as a consumer rather than a producer. Where earlier generations grew their own food and stitched their own garments, today those goods are manufactured offsite by large firms.
Although households in wealthy nations collectively demand enormous resources, the inputs required to run a single home—primarily used for sleeping, meals, and child-rearing—are comparatively modest.
A data center that uses electricity equal to 50,000 homes can look intimidating. By contrast, equating its power use to that of a single steel mill may seem less alarming.
The fact that data centers enable us to outsource the energy and water needed to power the digital services we rely on is one of their many understated advantages, a point that a recent X post inadvertently underscored.
Earlier this week, X user Scott floated the idea that in five to ten years every household will host a compact AI data center between the fridge and the dishwasher.
I predict that in 5-10 years every household will have a local AI server that serves all the AI workload of the house, digital or robotics. It’ll be as common as a WiFi router or a fridge
it creates a private mesh network to link all the devices in the house and does inference… pic.twitter.com/bJA3oVEti2
— Scott (@scottstts) August 19, 2026
Some of the ensuing replies jokingly suggested we’d also end up with at-home metal-smelting capabilities.
I predict that in 5-10 years every household will have a backyard furnace that serves all the pig iron production needs of the house https://t.co/VeM76HqzOK
— A. V. Dremel 🔻 (@BmoreOrganized) August 19, 2026
Clearly, there is no need to manufacture pig iron at home when a large-scale enterprise, leveraging economies of scale, can perform the task more efficiently elsewhere.
The benefits for consumers are cheaper final goods and a calmer, more affordable home environment to live in.
Data centers deliver those same advantages to households in our tech-forward economy.
We can relish in having access to nearly every recorded song and in being able to view detailed maps of the world without a loud, hot, power-hungry box cluttering our living spaces.
Rather, we depend on distant data centers with vast stores of data and computational capacity to provide these services, which are then transmitted to slim TVs, mobile devices, and laptops.
As Reason has observed, the negative consequences often attributed to data centers are greatly exaggerated. Likewise, their advantages—especially the reduction in in-home hardware and resource use—are frequently underappreciated.
Recent polling by Echelon Insights found that 62 percent of respondents would oppose an AI data center being built in their community. That makes them less popular than nuclear power plants.
The same poll found that a data center supporting digital services like online search and streaming was still heavily opposed, with 53 percent opposing one in their community.
One might assume many of those opponents still rely on Google and streaming services. Would they genuinely want the expense and hassle of running their own data center instead?
Regrettably, this upside is sometimes overlooked or downplayed by those defending data centers.
When a few steadfast supporters attempt to polish the image of data centers, they frequently do so by pointing to public services funded by taxes on these facilities.
They’ll cite Ellendale, North Dakota, as a town that repaved its roads and built a new senior center using tax revenue generated by data centers as proof of broader benefits.
While it’s fine that Ellendale gained a new senior center, that is a modest, localized gain at best.
The core benefit of any profit-driven production facility lies in what it produces, not in the taxes it pays or the public services it finances.
Framing the defense of data centers around the fiscal benefits they provide to local governments risks losing sight of that principle. Worse still, it could prompt municipalities to treat data centers as cash cows that fund services that should be shared by all taxpayers.
To the extent that local taxes deter new data centers, we are, in fact, worse off as a whole.
If people must direct their anger somewhere, they should focus on Ellendale’s senior center and the notion that this local benefit—and others like it—comes at the cost of making data centers more expensive to operate and less attractive to investors.
Instead, public frustration increasingly targets the data centers themselves, the very entities offering assistance. That attitude is a mistake, and it is likely to yield policies that further constrain data centers.
