Data Center Siting / AI Power Politics

Data center siting refers to the location decisions hyperscalers and AI developers make when placing training and inference capacity. Those decisions turn on a narrow set of variables — cheap firm power, fiber routes, cooling water, low-humidity climate, and local tax abatements — but carry diffuse consequences for ratepayer bills, gas-turbine and nuclear restarts, water allocation, and the geographic distribution of AI capital across states. Siting has become a contested area of US energy, grid, and community politics, with local opposition, state legislation, and at least one documented case of political violence emerging by 2026.

This page covers the political economy. See Compute Governance for the broader policy frame, AI Environmental Impact for grid/water/emissions detail, and RAND — AI's Power Requirements Under Exponential Growth (2025) for the quantitative forecast.

The siting calculus

Hyperscalers optimize jointly over several factors:

• Firm power availability — interconnection queue position; stranded generation; willingness of utilities to sign 10–20 year take-or-pay PPAs.
• Power price — industrial rates, not residential; ERCOT and Southeast rates have risen as AI load bids up wholesale.
• Fiber backbone proximity — dark-fiber routes between training sites and inference regions.
• Water — evaporative cooling needs; drought-year curtailment risk.
• Tax treatment — sales-tax exemptions on servers (Virginia, Texas, Georgia), property-tax abatements, PILOT agreements.
• Permitting speed — NEPA reach for federal land/permits; state siting boards; local zoning.
• Political tolerance — whether local government will tolerate gas peakers, transmission expansion, and truck traffic.

Cost structure

Epoch AI researchers Amelia Michael and Ben Cottier modeled the total cost of ownership of a typical one-gigawatt US AI data center on May 15, 2026, putting annual total cost of ownership at $8.5 billion, of which $5 billion (60%) is servers alone, exceeding energy and all operating costs (Source: epochai.substack.com). On this accounting, server costs — essentially Nvidia GPU costs — are the dominant cost variable rather than energy or operations, making chip-supply policy (CHIPS Act, export controls, TSMC capacity) the largest cost lever and indicating that political pressure focused on power and water addresses only a minority of the underlying capital intensity.

A "neocloud" is defined in reporting as a facility class running more than 100 kW per rack with direct-to-chip or immersion cooling, distinct from hyperscale general-compute (Data centers are coming for rural America — Abigail Bassett (The Verge, May 13 2026)).

Public opinion

A Gallup poll released May 13, 2026 found that 70% of Americans oppose data-center construction in their communities, with nearly half strongly opposed, and that more respondents would rather live near a nuclear power plant than a data center (Source: washingtonpost.com). A Reuters/Ipsos poll of 4,531 adults conducted June 3–8, 2026 and published June 11 found 64% of Americans disagree that rapid data-center construction is mainly a good thing, 57% would oppose a data center in their community, and 77% — across parties — worry AI will raise electricity prices, ahead of the November 3 midterms (Source: reuters.com). The AI Backlash Could Get Very Ugly — Lila Shroff (The Atlantic, May 13 2026) and Data centers are coming for rural America — Abigail Bassett (The Verge, May 13 2026) had earlier described a rising trajectory of siting opposition.

Hyperscalers have begun countering this opposition with public-opinion campaigns. Meta has spent more than $6 million on TV ads in state capitals and Washington since late 2025, with the message that data centers create jobs — "We're bringing jobs here. For us, and for our next generation." The ads run in markets adjacent to its Altoona, Iowa and other hyperscale campuses, and represent the most concrete documented case of a hyperscaler public-opinion campaign as a counter to siting opposition (Source: nytimes.com).

The integrity of siting comment processes became an issue in New Mexico, where residents of Las Cruces, Albuquerque, and Rio Rancho said their names appeared without permission on form letters supporting the $165 billion Project Jupiter data center — slated to support Oracle and OpenAI operations — on the state environment department's comment portal, per June 30, 2026 reporting. The comment period closed July 6; the department said it was looking into the issue, and Oracle denied wrongdoing (Source: route-fifty.com). By mid-July the New Mexico Attorney General was investigating the letter complaints, and the project itself had been revised: after its gas-turbine plan stalled on a state environmental permit, Oracle pivoted to 2.45 gigawatts of Bloom Energy fuel cells (an analyst-estimated ~$8 billion) for the proposed $165 billion, 2-plus-gigawatt Doña Ana County site, and the New Mexico Environment Department set an October 19 air-permit hearing (Source: kunr.org). The state also issued its second rejection of fuel-pipeline routes for the 1,400-acre site (Source: theinformation.com). Related cost pressures on Oracle's data-center program in Wisconsin are covered on the company page.

On July 13, 2026, former FCC chairman Tom Wheeler warned that data-center opposition is becoming a proxy for broader anti-AI politics (Source: insideaipolicy.com). The same day, states pushed back on the EPA's proposed new-source-review "construction" definition sought by the AI sector, a permitting change that would affect how data-center power projects are reviewed under the Clean Air Act (Source: insideaipolicy.com). See AI Environmental Impact.

Power procurement and the grid

Capacity markets and grid strain

PJM's 2025/2026 capacity auction cleared at roughly $269.92/MW-day, about 10× the prior year; the increase is widely attributed to AI and data-center load colliding with coal retirements, and ratepayer advocates across Ohio, Maryland, and Illinois have mobilized. In ERCOT, an isolated grid combined with light permitting and SB 6 (2025) load-interconnection reforms make Texas the highest-growth AI power market, with peak demand forecasts having doubled since 2023 (ERCOT LTLF 2024, 2025).

The cost-allocation question reached the federal regulator directly. On June 24, 2026 the Federal Energy Regulatory Commission pressed grid operators to justify or revise their market rules for connecting large power users such as data centers, with the stated goal of preventing the costs of serving that load from being shifted onto other customers (Source: insideaipolicy.com). The move put the central distributional question — whether data-center developers or existing ratepayers bear the cost of AI-driven grid upgrades — under active federal review.

Nuclear power-purchase agreements

Frontier labs and hyperscalers have signed direct power-purchase agreements with nuclear operators at a pace described as unseen since the 1970s:

• Constellation + Microsoft — Three Mile Island Unit 1 restart (announced Sept 2024, ~835 MW).
• Talen Energy + Amazon — Susquehanna nuclear campus co-location (FERC blocked the initial behind-the-meter structure in late 2024; restructured).
• Vistra — Comanche Peak PPA expansion; explored uprates.
• Small modular reactor (SMR) term sheets — Oklo, X-energy, Kairos with Google/Amazon/Microsoft.

Hyperscalers have paid premium prices for 24/7 carbon-free firm power to keep net-zero commitments alive. Whether this crowds out residential and industrial nuclear allocation, or instead finances new build that expands supply, is unresolved.

The regulatory side of nuclear-for-data-centers drew a legal challenge in mid-2026: Democratic attorneys general from nine states urged the Nuclear Regulatory Commission, in June 15, 2026 written comments, to withdraw its proposed streamlined licensing of microreactors intended to power data-center growth, arguing the plan violates federal statutes including the National Environmental Policy Act (Source: insideaipolicy.com).

Regional flashpoints

Memphis — xAI Colossus (2024–2026)

xAI's Memphis Colossus site drew sustained community opposition over on-site methane gas turbines installed without standard air permits. Local NAACP chapters, the Southern Environmental Law Center, and Memphis Community Against the Pollution sued and complained to EPA Region 4. The dispute has been characterized as a case of AI infrastructure outrunning Clean Air Act enforcement capacity. On June 22, 2026 the Department of Justice moved to dismiss the NAACP's Clean Air Act citizen suit, asserting a constitutional right to intervene in and override such citizen-enforcement actions — an escalation from its May 18, 2026 signal of a "possible intervention" on national-security grounds (Source: insideaipolicy.com). See xAI and Elon Musk for principals.

Louisiana — Meta hyperscale (2024–2026)

Meta's multi-billion-dollar Richland Parish campus, announced late 2024, will anchor a new Entergy generation buildout — including gas combined-cycle plants whose costs are proposed to be socialized across Louisiana ratepayers. Louisiana Public Service Commission hearings are a test case for whether state PUCs will let hyperscalers internalize their grid externalities.

Northern Virginia — load growth saturation

Data Center Alley (Loudoun/Prince William) consumes more power than many US states. Dominion Energy has warned of interconnection delays through the early 2030s; the state's 2024–2025 legislative session featured multiple bills on AI-load cost allocation (none passed).

Organized opposition has begun blocking Virginia projects outright: Blackstone's QTS abandoned plans to build its portion of the 2,100-acre Prince William Digital Gateway — billed as the world's largest planned data-center campus — after years of organized opposition and legal challenges, per July 2, 2026 reporting (Source: bloomberg.com). The end came on July 9, 2026, when QTS dropped its appeal of a court ruling that had voided the project's rezoning over a defective newspaper notice, ending years of litigation driven by local opposition (Source: washingtonpost.com; tomshardware.com). Americans for Responsible Innovation issued a "data center playbook" giving citizens, civil society groups, and local and state officials tools for engaging in data-center deliberations, per accounts published July 3, 2026 (Source: insideaipolicy.com).

State and local policy

State siting laws

• Virginia — HB 1601 (2024) commissioned a JLARC study on data-center impacts; the 2025 session saw failed bills on cost allocation. In March 2026, state senators backed a repeal of Virginia's data-center sales-tax exemption, worth about $1.6 billion annually (Source: datacenterwatch.substack.com).
• Ohio — PUCO proceedings on AEP's AI-load tariff (proposed higher minimums and longer commitments).
• Texas — SB 6 (2025) imposes interconnection-study rigor on large loads and permits load-shedding orders during emergencies. Governor Greg Abbott has called for tighter oversight of data-center development and urged lawmakers to reconsider incentives amid growing local opposition to AI infrastructure projects across the state (Source: fortune.com).
• Georgia — Georgia Power's IRP updates have repeatedly raised load forecasts; the PSC approved new gas capacity partly on AI-load grounds.
• Pennsylvania — In March 2026, House lawmakers advanced bills providing a model municipal framework for data-center siting and requiring annual water/energy-use reporting (Source: datacenterwatch.substack.com).
• South Dakota — Gov. Larry Rhoden signed SB 135 and HB 1038 (March 2026) imposing infrastructure-cost-recovery requirements on large data centers (Source: datacenterwatch.substack.com).
• New York — Lawmakers, including Gov. Hochul, are working through whether to require new data centers to internalize their grid costs and bring their own power; no consensus had emerged, with the Democratic-led effort described as slow (Source: subscriber.politicopro.com). On June 8, 2026, environmental advocates pressed Gov. Kathy Hochul to sign legislation that would impose the nation's first statewide moratorium on data-center construction, framing her signature as "atonement" for easing the state's climate law in the budget bill the prior month (Source: insideaipolicy.com). The New York Legislature passed the Responsible Data Center Development Act, reported June 10, 2026 — a one-year moratorium on large data centers paired with new electric and water rate classes for facilities over 20 MW; Hochul's office said she would review the bill (Source: route-fifty.com). On July 14, 2026, Hochul acted by executive measure instead of signing that bill, imposing a one-year moratorium on new facilities drawing 50 MW or more — making New York the first U.S. state to halt construction of large new data centers — directing a Generic Environmental Impact Statement to set consistent standards, and saying she will pursue repeal of the state's data-center sales tax exemption; the legislature's 20 MW-threshold bill remains unsigned (Source: reuters.com).
• Ohio — Beyond the PUCO AEP-tariff proceeding (above), state Sen. Brian Chavez unveiled a data-center bill on June 9, 2026 that would halve Ohio's 100% sales-tax exemption (worth roughly $1.6 billion the prior year), cap local property-tax abatements at 50%, bar NDAs from overriding public-records law, and create a PUCO data-center rate class, with a Senate floor vote targeted for June 10 (Source: route-fifty.com).

As of mid-2026 no state had passed a comprehensive "AI data-center siting" statute; most action has run through PUC ratemaking and existing zoning.

Maine moratorium and the Jay case study

Maine's L.D. 307 would have made Maine the first US state to impose a state-wide data-center moratorium (≥20 MW, through Nov 2027). Gov. Janet Mills vetoed the bill on April 24, 2026, stating that she supports the principle but rejecting the bill for failing to exempt a $550 million brownfield-redevelopment project on the former Androscoggin Mill site in Jay; she committed to establishing an equivalent coordination commission by executive order. Reportage (Source: nytimes.com); primary text L.D. 307 Veto Message — Gov. Janet T. Mills (Maine).

The Jay redevelopment is documented in detail by Data centers are coming for rural America — Abigail Bassett (The Verge, May 13 2026) (May 13, 2026). The Androscoggin Mill is a 1.4-million-square-foot former paper mill. Its owner, McDonald (JGT2 Redevelopment), initially pursued a sale to Godfrey Forest Products for oriented strand board production with roughly 150 jobs, but federal tariffs killed the financing; McDonald then pivoted to Sentinel Data Centers, a New York-based developer specializing in healthcare, financial, and hyperscale clients. Per McDonald, many bidders were "data center cowboys" — fronts claiming hyperscaler clients without backing. The companion Maine moratorium bill, LD 713 (Rep. Melanie Sachs, D-Freeport), would have paused permits above 20 MW for 18 months and passed both the Maine House and Senate before Mills vetoed it April 24, citing 125-150 jobs at Jay; Sachs responded, "Even if it's 30 jobs, that means a lot to Jay, then, okay, but you've swept away protections for 1.4 million Mainers for 30 jobs." A separate Maine law (April 2026) excludes data centers from some state-level tax breaks but leaves the door open for local municipalities to offer their own, pushing the incentive-bargaining problem down to small towns hoping for windfalls. On sequencing, McDonald did not inform the Jay Select Board of the data-center plan until late February 2026, days before Sachs's moratorium bill was scheduled for a floor vote; the Select Board voted 4-0 in favor in March.

Texas interconnection moratorium (August 2026)

Texas Governor Greg Abbott halted approvals for data centers seeking connection to the state grid on August 3, 2026, directing the Public Utility Commission of Texas and the Electric Reliability Council of Texas to audit projects advancing through ERCOT's interconnection queue before any are approved. Abbott's letter asks the agencies to require developers to disclose tax breaks received, power use and generation, water use and cooling operations, efforts to reduce impacts on local communities, and facility ownership, and states that any project failing to comply "must be denied connection to the Texas grid" (Source: texastribune.org).

The scale of the queue is the stated reason: ERCOT is tracking more than 1,800 projects representing over 474 gigawatts, more than five times the grid's record peak demand, and Abbott said approximately 90% of new power requests are data centers. ERCOT said the same day it is pausing its "batch zero" review. Abbott cited non-compliance with a PUCT survey measuring water and power usage — of 377 companies PUCT staff said it notified, 28 submitted responses. Texas Agriculture Commissioner Sid Miller called the directive "all hat and no cattle — empty political rhetoric wrapped in meaningless fluff." The action is an interconnection-conditioned disclosure requirement rather than a statutory moratorium of the kind Maine considered, and it comes from a state whose posture on AI regulation is otherwise deregulatory (State-Level AI Regulation).

Annexation and tax-jurisdiction patterns

Local government boundaries can separate the jurisdiction that captures a data center's tax revenue from the community that borders the site and bears its externalities. In Texas, Infrakey, an AI data-center developer, is advancing a proposed $10 billion, roughly 1-gigawatt campus on a 520-acre site near Ross, Texas (reported June 16, 2026). Under a December 2025 memorandum of understanding, the larger neighboring city of Lacy Lakeview is moving to annex the unincorporated parcel and could collect up to $50 million a year in taxes, while Ross — population roughly 200, which borders the site — has no authority to stop or shape the project (Source: fortune.com). The arrangement is a variant of the incentive-bargaining problem visible in the Maine case, where a small bordering community absorbs the local effects of a project whose tax benefits accrue to a separate jurisdiction.

A working paper posted to SSRN on August 7, 2026 and dated July 29 argues that this displacement is measurable in credit markets. Alex Hsu and Hala Moussawi of the Georgia Institute of Technology's Scheller College of Business find, using high-power transmission-line proximity and the staggered adoption of state tax incentives, that the fiscal costs of data centers fall on municipalities neighbouring the host rather than on the host itself: neighbouring municipalities face wider bond spreads and issue more debt when data centers arrive, while hosts show little response. The authors report that state tax policy determines where the cost surfaces — without incentives, credit markets reprice neighbouring municipal debt; with incentives, foregone state revenue shrinks transfers to school districts, which see rising debt issuance in exposed municipalities and a statewide widening of education bond spreads after adoption. The 46-page paper had not been peer-reviewed, and only its abstract was retrievable (Source: papers.ssrn.com).

Jobs evidence

A Ball State causal analysis by Hicks of 254 Texas counties found net long-term data-center job creation of approximately zero, with whatever long-term jobs existed at data centers offset by losses elsewhere in the same sector (Data centers are coming for rural America — Abigail Bassett (The Verge, May 13 2026)). Whether this net-zero-jobs result replicates outside Texas is unresolved; if it does, it would change the political economy of data-center bargaining. A Pew survey (April 2026) found 67% of planned US data centers headed to rural areas, with 39% headed to counties currently without any (Data centers are coming for rural America — Abigail Bassett (The Verge, May 13 2026)).

Federal legislation

Federal proposals on data centers emerged alongside the state and local wave. Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez introduced a National AI Data Center Moratorium Act, reported June 10, 2026 (Source: route-fifty.com). Sen. Ed Markey and Rep. Don Beyer reintroduced a bill, made public June 11, 2026, that would require AI data centers to report their energy and environmental impacts and direct NIST to convene a measurement-standards panel (Source: insideaipolicy.com). On June 26, 2026, Rep. Frank Pallone (D-NJ) said a House Energy and Commerce subcommittee's approval of bipartisan legislation shielding residential power consumers from AI-data-center-driven price increases could build momentum toward the national data-center moratorium that advocates seek over environmental risks, linking the ratepayer-protection track to the moratorium push (Source: insideaipolicy.com).

Community opposition

Opposition has clustered around several grievances: environmental justice, where siting falls in lower-income and majority-minority areas (Memphis being a prominent case); noise, including continuous fan and transformer hum and diesel-test events; water, from evaporative cooling in drought regions such as Arizona, Georgia, and Texas; ratepayer cost-shifting, where residential customers subsidize new transmission and generation; and truck and construction traffic during buildout. Opposition has extended beyond wealthy suburbs, with environmental-justice coalitions and ratepayer advocates forming cross-class alliances against hyperscaler siting. It reached a coordinated national scale on July 18, 2026, when the grassroots group HumansFirst organized protests in at least 125 locations across the United States — the first coordinated national effort against the data-center buildout — targeting what the group calls an "unaccountable" expansion that some towns approved under nondisclosure agreements between local officials and developers (Source: yahoo.com).

Opposition also appears at the individual landowner level, where the decision point is a purchase offer rather than a permit hearing. In an account published August 15, 2026, Delsia Bare and Ida Huddleston — a daughter and mother in Maysville, Kentucky — refused offers totalling $26.48 million for family farmland sought for a 2.2-gigawatt hyperscale data center: 463 acres from Bare at $48,000 an acre and 71 acres from Huddleston at $60,000 an acre. Both had initially agreed before learning what the land was to be used for. The developer's identity, the project's status and the town's response were not recoverable from the retrievable portion of the article, which is paywalled beyond its opening (Source: wsj.com).

Local opposition wave (2026)

Data Center Watch (datacenterwatch.org) maintains a weekly tracker of local political opposition to US data centers, and on July 16, 2026 the legal blog Chat GPT Is Eating the World launched an AI Data Center Bans & Lawsuits Tracker cataloging litigation and local bans aimed at stopping AI data centers (Source: chatgptiseatingtheworld.com).

The Information reported on August 9, 2026 that local measures restricting data-center development had passed 500 nationwide, with New York and Texas joining the pushback, and that local resistance accelerated over the summer — its retrievable abstract stating that in July alone more than 150 towns and counties passed temporary or, at which point the available text is cut off. The abstract characterises the count as a warning sign for AI companies including Anthropic, Google and OpenAI that are pinning compute plans on data-center expansion. The article body sits behind a subscription and was not read, so neither the completed sentence nor the tracker's counting method is available (Source: theinformation.com).

Episodes from Data Center Watch's Q1–Q2 2026 briefs include:

• Denver, CO (Feb 2026). Mayor Mike Johnston and City Council pursued a moratorium on new data-center construction within city limits, citing community pushback over CoreSite's expansion in Globeville-Elyria-Swansea (an environmental-justice-burdened neighborhood); the GES Coalition petitioned for stronger protections (Source: datacenterwatch.substack.com).
• Sangamon County, IL (Feb 2026). County rejected a 6-month moratorium and advanced a $500M CyrusOne campus to the County Board (Source: datacenterwatch.substack.com).
• Pacific, MO (Feb 2026). Beltline Energy withdrew its $16B rezoning request minutes before a packed public hearing (Source: datacenterwatch.substack.com).
• Apex, NC (March 2026). Town Council voted to draft a 1-year moratorium after the proposed 300 MW New Hill Digital Campus was withdrawn (Source: datacenterwatch.substack.com).
• Florida — Project Tango (March 2026). Wellington's mayor urged state lawmakers to back restrictions on large data centers near homes and schools as pushback widened (Source: datacenterwatch.substack.com).
• Appomattox County, VA (March 2026). Pre-permitting opposition emerged against Avaio's $3B Project Hercules (452 acres, 50 MW initial scaling to 1 GW+) (Source: datacenterwatch.substack.com).
• Archbald Borough, PA (March 2026). 5–0 denial of the "Project Scott" data-center campus after organized opposition (Source: datacenterwatch.substack.com).
• Festus, MO (April 2026). Voters recalled all incumbent city council members in elections that became a referendum on a proposed $6B data center (Source: datacenterwatch.substack.com).
• Lansing, MI (April 2026). Deep Green withdrew its data-center proposal after early-stage opposition organized by the activist group Sunrise Spartans (Source: datacenterwatch.substack.com).
• Imperial County, CA (April 2026). Approved a major data-center complex despite strong local opposition, a counter-example to the moratorium pattern (Source: datacenterwatch.substack.com). In July 2026, developer Sebastian Rucci separately proposed a $10 billion data center in the Imperial Valley, which would be California's biggest (Source: wsj.com).
• Seattle, WA (June 2026). The City Council voted 9-0 on June 9, 2026 to impose a one-year emergency moratorium on new large data centers, halting applications for facilities above 20 megavolt-amperes of electrical capacity and committing the city to study effects on the power grid, water supply, utility rates, and economy ahead of permanent rules. The vote followed testimony from more than 50 speakers — none in favor — and more than 98,000 constituent emails; the ordinance exempts roughly 30 existing data centers, each of which may still expand by up to 20 megavolt-amperes. Councilmember Debora Juarez, who sponsored the accompanying policy resolution, framed it as "Seattle's position on AI and data centers." The action placed Seattle, home to Amazon Web Services and Microsoft Azure engineering operations, among the largest US cities to pause the buildout, alongside Minneapolis, Denver, Baltimore, and Indianapolis (Source: geekwire.com).
• Monterey Park, CA and others (June 2026). Monterey Park residents voted roughly 90% on June 2, 2026 to ban data centers, described as apparently the first such municipal ballot vote in the US; Socorro County, New Mexico adopted a moratorium on June 10, 2026; and NCSL counted moratorium bills under consideration in 14 states (Source: route-fifty.com).

The Data Center Watch Q2 2025 report estimated that $98 billion in data-center projects were blocked or delayed in Q2 2025 alone, more than the cumulative total for all previous quarters since 2023, and described data centers as becoming an electoral issue in some jurisdictions, with Festus as a leading case (Source: datacenterwatch.substack.com). Per Heatmap News, cited in The AI Backlash Could Get Very Ugly — Lila Shroff (The Atlantic, May 13 2026), a record number of proposed data-center projects were canceled in Q1 2026 following local pushback — a sign that the political-acceptability constraint was becoming binding faster than the energy or land constraint.

Political violence

On April 6, 2026, Indianapolis City Councilman Ron Gibson, who had supported a data-center project in his district, awoke after midnight to find 13 rounds fired into his home, with a note reading "No Data Centers" placed under his doormat. After the shooting, the council introduced a measure allowing local officials to keep their home address private. Whether other US municipalities adopt the home-address-privacy precedent for local officials voting on data-center projects is unresolved. See AI-Driven Political Violence for the framework treatment (Beyond Misuse: Artificial Intelligence, Grievance, and the Future Landscape of Political Violence — Yannick Veilleux-Lepage (Combating Terrorism Center at West Point, April 2026)) and The AI Backlash Could Get Very Ugly — Lila Shroff (The Atlantic, May 13 2026) for the mainstream-media uptake.

Soufan Center reporting (cited in Shroff) states that the most common online threats now involve "physical sabotage of proposed or operational data centers," and that a "How to Stop a Data Center" guide circulated in Michigan recommends demonstrating outside local officials' homes as an organizing tactic.

Financing and new entrants

JPMorgan and other banks struggled to syndicate billions of dollars in loans tied to Oracle data-center leases in Texas and Wisconsin (April 24, 2026) (Source: wsj.com). See Circular Financing in AI.

In Europe, Helsinki-based Verda (formerly DataCrunch) raised €100M in debt and equity (April 24, 2026) to build out what it pitches as Europe's first AI cloud hyperscaler (Source: sifted.eu). SpaceX's proposed orbital data center drew "unproven" dismissals from multiple cloud-infra analysts (April 22, 2026) (Source: datacenterknowledge.com).

The buildout side continued to scale against the moratorium wave. On June 9, 2026, OpenAI entered advanced negotiations to lease a proposed 10-gigawatt data-center campus on Department of Energy land in southern Ohio — a project that could cost at least $500 billion to build at current prices, structured as a 20-year lease with SB Energy (a SoftBank unit) developing the facility and Nvidia expected to supply hardware and guarantee both OpenAI's lease and SB Energy's financing (first phase ~2028) (Source: theinformation.com; reuters.com). The same week, Broadcom, Apollo, and Blackstone launched a $35 billion "Big Sky" fund to finance more than 20 gigawatts of Broadcom-designed capacity through 2028, including projects tied to Anthropic and OpenAI (Source: ft.com). The use of federal DOE land for the Ohio campus marks a contrast with the local-government moratoria accumulating elsewhere. See Private Credit & AI Infrastructure.

Policy considerations

Several structural features shape the policy debate. Power is geographically fixed: unlike chips, data centers cannot be routed through shell companies, which makes siting a usable policy lever (see Compute Governance). Ratepayer cost allocation is an active fight, with the Louisiana and Ohio cases positioned to set precedent for whether hyperscalers internalize their grid externalities. NEPA and Clean Air Act enforcement capacity, rather than statutory authority, is described as the binding constraint, with the Memphis turbine case illustrating that on-the-ground enforcement is the weak point. Federal streamlining may also conflict with state and local authority: the America's AI Action Plan's NEPA push may run up against state PUC and local siting-board authority.

The federal executive branch has signaled a light-touch posture on the environmental dimension. EPA Administrator Lee Zeldin downplayed the agency's role in regulating data-center environmental harms in June 12, 2026 reporting, favoring best-practices guidance to state permit writers over direct federal regulation (Source: insideaipolicy.com). Industry water-use disclosure remained sparse: Amazon disclosed on June 11, 2026 — reportedly for the first time — that its data centers consumed 2.5 billion gallons of water in 2025 at 0.12 liters per kilowatt-hour, down 2% from 2024, claiming roughly seven times the industry-average water efficiency (Source: theverge.com). See AI Environmental Impact.

Relationships

• depends-on: Compute Governance, AI Environmental Impact
• supports: RAND — AI's Power Requirements Under Exponential Growth (2025) — power as the emerging binding chokepoint
• related: xAI, Microsoft, Nvidia & TSMC — AI Compute Infrastructure, America's AI Action Plan

Wiki Sources

• RAND — AI's Power Requirements Under Exponential Growth (2025) — quantitative forecast; grid capacity additions 3× historical.
• Epoch AI — How Much Power Will Frontier AI Training Demand in 2030? — per-run power trajectory.
• AI Environmental Impact — water, emissions, grid strain context.