A state that was competing to attract AI investment just raised the bar instead

Here's the deal: on August 18, Pennsylvania Governor Josh Shapiro signed Executive Order 2026-05, which he describes as the "strictest guardrails in the nation" on AI data centers.

For two years the default posture of US states has been competitive courtship — tax abatements, expedited permitting, faster grid interconnection. Pennsylvania was in that race. Amazon secured approval through the state's Permit Fast Track Program to invest $20 billion in two data centers in Luzerne and Bucks counties.

Now the same governor has signed in the opposite direction, and his stated reason is that an unacceptable share of incoming proposals are "speculative" — projects that lock up land and grid queue positions without a credible plan to build.

The numbers make that concrete. Public databases show more than 100 data center projects under discussion in Pennsylvania. Of those, 58 have engaged with the state Department of Environmental Protection at some level of formality, 15 have submitted at least one DEP permit application, and 5 have received all permits needed for a first phase. When 100 are being discussed and 5 are actually moving, what the other 95 produce is grid queue congestion and local uncertainty.

Who's involved — GRID, DEP, Fast Track, and residents

Governor Shapiro is a Democrat who has campaigned on permitting speed and investment attraction since taking office. The Fast Track program was his own policy, which makes this order a partial reversal of his own agenda. He credited the shift to feedback from Pennsylvania residents.

GRID — the Governor's Responsible Infrastructure Development requirements — is the mechanism. It bundles developer obligations into five areas: energy affordability, community engagement, workforce and economic development, transparency, and environmental protection.

DEP is the enforcement channel. The order directs DEP to evaluate permit applications only where developers have made legally binding commitments to the GRID requirements and secured local approval. The binding instrument is a Consent Order and Agreement (COA) carrying enforceable penalties — legally a very different object from a press release promise.

The Fast Track Program now excludes data centers entirely. All existing AI data center proposals were removed, and no future data center will be eligible.

What the order actually requires

Area Requirement
Energy affordability Developers pay full costs of new electricity infrastructure; no shifting to households or businesses. A significant share of power must come from clean energy
Community engagement Notice to local governments, public meetings, early consultation while input can still matter
Workforce & economic development Hire and train local workers; sign meaningful community benefit agreements investing in schools, infrastructure and long-term development
Transparency Nondisclosure agreements on data center projects are prohibited
Environmental protection Highest standards, including strict water conservation requirements

The first and fourth carry the most operational weight.

Paying the full cost of power infrastructure goes straight at the loudest US energy fight of the past two years. A large data center requires transmission upgrades, new substations and secured generation capacity, and those costs have repeatedly been socialized across ratepayers. Pennsylvania is closing that route. Layer on the clean-energy share requirement and developers must sign direct power purchase agreements or invest in generation assets — a change that reshapes the capital structure of a project, not just its cost line.

Water requirements are quieter but heavy. Cooling for AI data centers splits between air and liquid, and dense GPU racks trend toward liquid — which consumes a lot of water. Conflicts between data centers and municipal water supplies have already surfaced elsewhere in the US, and Pennsylvania is setting a standard before that fight starts. Depending on where "strict" lands, developers may have to redesign cooling entirely. It's the kind of constraint that shows up later than power costs and is harder to reverse.

The NDA ban is rare in US state regulation. Data center siting negotiations have overwhelmingly happened under nondisclosure, leaving local officials aware of what was coming and legally unable to tell residents. That dynamic has been the primary fuel for local opposition. Banning NDAs turns negotiation into a public process: developers accept exposure to competitors, and communities get to intervene early.

The order includes language stating that data center construction "could harm Pennsylvanians' right to clean air and pure water." That isn't rhetoric — Pennsylvania's constitution contains an Environmental Rights Amendment, and the order is grounding itself in it.

Shapiro's own framing at the signing: "My message to data center developers is clear: if you can't agree to our strict requirements and get the community where you want to build to say 'yes,' you're not going to have the Commonwealth's support either."

Who gains — and the criticism

Residents and local governments get something close to a veto. If DEP won't issue permits without local approval, counties and municipalities can effectively stop a project. Add the NDA ban and the information asymmetry narrows too. Those were precisely the two demands of data center opposition movements: the right to know and the right to decide.

Ratepayers are shielded from cost-shifting — in principle. How that gets calculated and verified is a separate problem. Defining the boundary of "new infrastructure cost," and allocating upgrades to existing systems, requires follow-on work with rate regulators.

Construction unions and local labor land on both sides. Local hiring and training mandates plus community benefit agreements reflect labor's asks directly. But fewer projects means less total work. A data center employs hundreds to thousands during construction and a few dozen in operation, so what's valuable to labor is build volume itself. That's why environmental groups and building trades read this order differently.

Shapiro gains a political position. Data centers are a rare topic drawing bipartisan hostility in the US right now — electricity prices, noise, water use, weak job creation relative to tax breaks. For a politician with national ambitions attached to his name, taking a clear stance here is a defensible bet.

The criticism is substantive. Outlets including the Pennsylvania Capital-Star reported that the order falls short of what advocates wanted, for two reasons. First, it isn't a moratorium — meet the requirements and you can still build. Second, it didn't reverse state tax incentives. Sales tax exemptions for data centers remain. In other words, the state still subsidizes these facilities and has only raised the bar for entry. Environmental groups read the combination as slowing the pace without changing direction.

The form itself has limits. This is an executive order, not legislation. A future governor can undo it with one signature. For a developer underwriting a 20-year asset, that uncertainty may be more troubling than the requirements themselves.

Precedents — when courtship flipped

Amazon's HQ2 withdrawal from New York in 2019 is the closest ancestor. Amazon abandoned a Long Island City campus after political and community backlash over a roughly $3 billion incentive package and an opaque negotiation. The lesson that emerged was that secret negotiations end up costing more, and Pennsylvania's NDA ban reads as that lesson written into policy.

State-level crypto mining regulation from 2021–2023 rhymes closely. New York imposed a two-year moratorium on fossil-fueled mining in 2022 with almost identical reasoning: heavy power consumption, few local jobs, upward pressure on residential rates. Miners simply moved to lighter-touch states like Texas, and data centers could follow the same path. One difference matters, though: AI data centers are far more location-constrained than mining farms. They need low-latency networks, skilled staff and fiber backbone.

Pennsylvania's own shale gas boom in the early 2010s is instructive. The state courted development aggressively, then tightened rules as water contamination and local conflict grew. What it learned was the cost of permitting first and regulating later — applying new standards to already-built facilities is politically and legally hard. This order attaching conditions at the pre-permit stage looks like that lesson applied.

Dublin's data center grid connection freeze in 2022 is the extreme case. Ireland's grid operator effectively blocked new data center connections in the Dublin region through 2028 for a simple reason: the grid couldn't take it, with data centers already consuming more than 20% of national electricity. Pennsylvania is attaching conditions now to avoid reaching that point.

How competitors respond

Texas, Ohio, Georgia and Virginia will expect to pick up displaced projects. Texas in particular has attracted large loads through its independent grid (ERCOT) and relatively fast permitting. If developers reconsider Pennsylvania sites, it isn't hard to guess where that volume goes.

The counterargument is that siting isn't that flexible. Pennsylvania was attractive for three reasons: membership in the PJM market with real capacity available, proximity to dense East Coast population for low-latency service, and abundant existing generation including nuclear and gas. Not many states replicate that combination.

Large developers will likely split two ways. Deep-pocketed hyperscalers will mostly choose to comply — paying full infrastructure costs and procuring clean energy is already standard practice on many of their projects. Higher requirements may even help them by squeezing out thinner-capitalized rivals. Speculative developers, on the other hand, are effectively removed, and it's fair to read them as the order's real target.

Utilities and PJM get a cleaner interconnection queue. Low-probability projects holding grid positions has been a national headache, and GRID requirements should function as a filter that leaves only real projects behind.

AI companies face this as a cost curve problem. For a company raising tens of billions to convert into compute, slower and more expensive data center permitting is a direct constraint. The compute plans written into an IPO filing and the gates a state government installs are colliding on the same physical reality.

What actually changes for you

If you live in Pennsylvania, you gained real leverage. If a data center is proposed near you, local government now has to hold public meetings before approving, and information can't be locked behind an NDA. Whether you want to oppose or negotiate, the point at which you can act moved much earlier.

If you develop data centers, the pro forma needs rewriting. Paying full power infrastructure costs and securing clean energy changes both capital expenditure and procurement timelines. And with local approval as a permitting precondition, community relations stop being a side workstream and become step one of the process.

If you pay an electric bill, watch the enforcement, not the announcement. Prohibiting cost-shifting is a principle; the actual allocation happens in rate proceedings. Other states have declared similar principles and then diluted them in the details.

If you make policy in another state, this order is going to circulate as a reference document — especially the NDA ban and the local-approval precondition. The decision to leave tax incentives intact will keep drawing the question of why the subsidy stays while only the bar rises.

If you invest in AI infrastructure, add a variable. Data center models have been driven by power price and interconnection timing; regulatory risk and community acceptance now sit alongside them. And because executive orders are reversible, political turnover belongs in the scenario set too.

🥄 Three Things You're Probably Wondering

— What happens to already-approved projects? The five projects holding all first-phase permits keep those approvals. But with data centers removed from Fast Track entirely, anything needing later-phase or additional permits goes through the new process. Exactly where a phased mega-project like Amazon's $20 billion plan hits the new requirements isn't clear yet.

— What percentage counts as "a significant share" of clean energy? The published summary doesn't specify. Detailed GRID criteria will most likely be set by DEP in follow-on rulemaking, and that number will determine how strong this order actually is. Whether nuclear counts as clean energy is its own fight in Pennsylvania, which has several operating reactors.

— Will other states copy it? There are incentives both ways. In states with strong local opposition it's a politically attractive move. States hungry for investment may go the other direction, and data center volume has historically migrated toward lighter regulation. But grid constraints exist regardless of policy, so every state ends up at a version of the same question eventually.

Sources

Numbers and criteria are as of announcement and may change.