ReadingResearchRadarInvestment framework
Sign in / Sign up
← Back to reading
News3 min read·2026-10-20DisconfirmAI Editorial

AI Safety Researcher David Scott Krueger: The Core of the Datacenter Controversy Is Process and Consent, Not the Technology Itself

Drawing on his firsthand experience at a Hermantown, Minnesota city council meeting, Krueger describes a repeating pattern in which AI companies, builders and power utilities get local politicians to sign NDAs, then present the project to the community as a done deal—and argues that the right to community consent does not require accepting an AI existential-risk stance.

ImportanceMaterialEvidenceE3 inspectableWrite-upStandard

Original publication time 2026-09-24 08:00 GMT+8

In August 2026, AI safety researcher David Scott Krueger returned to his hometown of Duluth, Minnesota, in the United States, and attended a Hermantown city council meeting. Hermantown is a suburb of Duluth with a population of about 10,000. For over a year, local residents had been trying to stop a hyperscale datacenter from being built there.

In his post-meeting write-up, Krueger described a storyline he found increasingly familiar: AI companies, construction firms and power utilities plan the project, get local politicians to sign non-disclosure agreements, then the government presents the project to the community as a fait accompli. The community feels excluded from decision-making and raises concerns. The local government tries to steamroll rather than engage substantively, and conflict ensues.

The specifics of this meeting supported the pattern. Krueger reported that a Google representative presented an updated plan with minor tweaks intended to address residents' concerns—he wrote (they didn't). The meeting also discussed the road work and water-and-sewage construction the site would require, estimated at $70 million to $100 million; Krueger noted he was unsure how this was expected to be paid for. Roughly forty community members spoke in turn, three minutes each.

Sign in / Sign up
ReadingResearchRadarInvestment framework

In Krueger's view, the most noteworthy procedural detail was this: the City of Hermantown had been planning the area's use since 2014, and its 2045 Comprehensive Plan was created with the involvement of a citizen-led steering committee. After the committee's last meeting on July 11, 2024, the plan was completely overhauled and replaced with the datacenter plan. Neither the committee nor the public were consulted, yet the updated plan still claimed they had been.

Another point of contention is the environmental review process. The project uses an Alternative Urban Areawide Review (AUAR) as a substitute for an Environmental Impact Statement (EIS). Krueger wrote that many residents believe an EIS is necessary to understand the project's impact, and his own impression is that an AUAR is not an appropriate substitute for an EIS in this case—he explicitly framed this as a personal judgment rather than a legal conclusion.

Krueger's own opposition to datacenters rests mainly on their role in the race to build super-human AI, which he calls an insane thing to be doing. But his core argument is precisely to separate that stance from the procedural question: he believes you do not need to take a position on whether datacenter projects are good or bad to hold that communities have a right to a say in the matter, and that governments should be responsive to their constituents instead of beholden to tech companies.

This distinction has direct value for understanding the political constraints on AI infrastructure deployment. Krueger observed that Hermantown, a town of 10,000 people, saw hundreds show up on weeknights, meeting after meeting—a scale comparable to the weekend marches organized by the AI safety movement. He attributed this to a chain of distrust: the unreliability of developers and local governments is forcing residents across the country to educate themselves on the risks these projects pose to their communities.

Krueger also acknowledged his own limits: 'I still don't know nearly as much as I'd like about datacenter projects.' His pattern generalization comes from one town's firsthand experience, and whether the AUAR constitutes a procedural violation depends on specific Minnesota legal interpretation. But the exclusion mechanisms he documents—NDAs, fait-accompli presentation, steamrolling rather than engagement—offer readers a testable framework for understanding the recurring community conflicts in AI infrastructure expansion.

Sources

  • 原始出处lesswrong.com↗
Continue researching →