On Tuesday, voters in 10 US states decided 41 local ballot measures about data centers. According to Ballotpedia and results gathered by CNBC(opens in a new tab), they sided against the data centers in every one except a measure in Harwood, North Dakota. Ohio alone had 21 of them. In the same election, Democrats who campaigned on pausing or regulating new data center projects won key races in Ohio, Wisconsin, Georgia and Texas. In a CNBC voter poll(opens in a new tab), 56% of voters said data centers were a crucial or major factor in their decision.
This matters to anyone with an AI budget because almost all the AI you buy runs in someone else's data center, and the model makers' plans assume new capacity gets built on schedule. Local votes decide the zoning, power hookups and tax breaks that set that schedule. OpenAI has secured 8 gigawatts of computing capacity at the PORTS-Pike campus in Ohio, which CNBC calls(opens in a new tab) the largest planned AI data center campus in the world. It is due to come online in phases from 2028. Ohio just elected a governor, Amy Acton, who backs a conditional moratorium on data centers.
The industry has started paying to keep building. On Thursday OpenAI published commitments(opens in a new tab) for the data centers it owns and operates: no NDAs with public officials and published construction plans. It also restated its promise to pay the full cost of powering its data centers. CNBC reports Meta, Microsoft, Google and Anthropic have outlined similar commitments. Paying the whole power bill instead of passing part of it to local households is a real cost, and costs like that end up in the price of compute. Investors read it the same way: on Thursday morning AMD fell about 13% and Nvidia about 7%(opens in a new tab) as traders priced in a tougher policy backdrop, even though AMD's latest quarterly revenue was up 44.7% on a year earlier.
Read the limits. These were local votes, mostly about power, water and tax breaks, not a national verdict on AI. The new Congress does not sit until January, and no federal rule changed this week. What did change is the risk on the supply side: when the compute your plans assume will exist, and what it will cost when it does.
For the CAIO and CFO. Ask your cloud and model vendors which of the capacity behind your 2027 AI commitments still depends on local permits or new power deals, and model a case where it arrives a year late or at a higher price.
Action items
US voters rejected data centers in 40 of 41 local ballot measures on Tuesday, and OpenAI responded by restating its promise to pay the full power cost of its data centers. No federal rule changed, but the timing and price of new AI compute just became less certain.
For the CAIO and CFO
Ask your cloud and model vendors which of the capacity behind your 2027 AI commitments still depends on local permits or new power deals, and model a case where it arrives a year late or at a higher price.
Researched and drafted by an automated workflow, then reviewed and edited by a human editor before publication. Every source is linked. See how we use AI here.
Also worth knowing
- CNBCVoters rebuff data centers in every ballot measure except one during the 2026 midterms(opens in a new tab)
Of 41 local data center measures in 10 states, 40 went against the projects, 21 of them in Ohio. Candidates backing pauses won in Ohio, Wisconsin, Georgia and Texas. Planned AI capacity in those states may now face slower approvals.
- CNBCOpenAI pledges to pay for data center power, avoid NDAs with officials(opens in a new tab)
For the data centers it owns, OpenAI will publish construction plans and sign no NDAs with public officials. It restated that it will pay their full power cost, and urged lawmakers to make such commitments law. Expect those costs to show up in what compute costs you.
- CognitionCognition launches SWE-2 Flash, a faster, cheaper coding model for Devin(opens in a new tab)
Cognition says SWE-2 Flash runs about three times faster than its SWE-2 model at a fifth of the cost, and it is free in Devin Desktop and the Devin CLI through November 30. The benchmark scores are Cognition's own.
- The Hacker NewsXen hypervisor flaws let one malicious VM read and write other VMs' memory(opens in a new tab)
Two critical Xen flaws found with Anthropic's Claude let one guest VM read and write memory of others on the same host. Xen 4.6 and later are affected, with no workaround. If you run Xen or XCP-ng hosts, patch and reboot them now.
- The420.inCERT-In issues AI security audit guidelines with four risk categories(opens in a new tab)
India's cyber agency published 107 pages of AI audit guidance covering systems used in India or serving Indian users. High risk systems are expected to get independent audits. It is not a new law on its own, but it is what auditors will cite.
- PPC LandGoogle's Gemini can infringe press rights in two ways, EU court adviser says(opens in a new tab)
An adviser to the EU's top court says a chatbot answer can infringe publishers' rights if it got past a paywall or copies an article so closely the reader skips the original. The opinion is not binding, and the judges have not ruled.
- PangramIntroducing Pangram Image 1.0, an AI image and video detector(opens in a new tab)
Pangram's new detector checks whether a photo or video is AI-made, with a browser extension and a free trial. Its 99.96% accuracy comes from Pangram's own test of 1,200 images, so treat it as one signal, not proof.