Week in Review: New Jersey's Record Data Center Fine, Prince William County Ends By-Right Approval, and Palm Beach County Passes a Moratorium — Then Cuts Its Own Resident Task Force

Welcome back to the GridWatch AI Week in Review — our Sunday roundup of the most important data center stories from the past seven days, what they mean for communities, and what you can learn from each one.

1. New Jersey hits a Vineland data center with its largest-ever fine — 62 generators had reportedly been running without a permit

What happened: New Jersey's Department of Environmental Protection fined DataOne USA $1.07 million — described by multiple outlets as the state's largest-ever civil penalty against a data center — for operating 62 natural gas generators without required air permits at its Vineland facility, according to WHYY and the New Jersey Monitor. Tom's Hardware reported the state gave the company a 45-day deadline to bring the generators into compliance or shut them down, and that the same site had separately built an unpermitted 1.5-million-gallon fuel tank.

Why it matters: A fine this size is real leverage, but it only arrived after 62 generators were already running — this is enforcement catching up to a violation, not a permit process that caught it in advance. Vineland has no data center moratorium of its own; the city's approach so far has been to approve the project and then fine violations after the fact, which is a fundamentally different tool than the pause-first approach dozens of other communities have chosen this year.

What to learn — ask what a facility's approved equipment list actually says, not just whether it has a permit: A data center's zoning approval typically references a specific site plan, and a separate air permit (or exemption) covers each individual piece of combustion equipment like a backup generator. A facility can hold a valid zoning approval while running equipment that was never separately permitted, and that gap is often what a public records request to your state environmental agency — not the zoning office — will surface. See the full paper trail on Vineland's project dossier and how to pull the same kind of record for a project in your own community.

Sources: WHYY, Sep 22; New Jersey Monitor, Sep 22; Tom's Hardware, Sep 25

2. Prince William County, Virginia — the country's largest data-center market — ends by-right approval countywide

What happened: The Prince William County Board of County Supervisors voted to end by-right approval for new data center development across the county, requiring a public hearing and board sign-off for projects that previously could proceed under existing zoning alone, according to Virginia Business and NBC4 Washington. Data Center Dynamics reported the change overhauls the county's approval framework for future projects.

Why it matters: We explained the term "by-right" in last week's roundup when Gov. Spanberger proposed ending it statewide above 25 megawatts. This week, Virginia's single largest data-center jurisdiction did essentially the same thing on its own, at the county level, ahead of any statewide law actually passing — a reminder that a county board doesn't have to wait on the legislature to close the by-right gap in its own zoning code.

What to learn — a county can end by-right approval faster than a state can pass a law, but check whether it applies to pending applications too: Local zoning text amendments generally take effect on adoption unless the ordinance says otherwise, but they don't automatically reach back to applications already filed under the old rules. If your county is considering the same move, ask specifically whether it covers projects already in the pipeline or only new filings — that distinction decided the outcome in the Chatham County, North Carolina vested-rights case we covered last week. See Prince William County's community page and the Virginia state page.

Sources: Virginia Business, Sep 23; NBC4 Washington, Sep 23; Data Center Dynamics, Sep 25

3. Texas's attorney general opens an investigation into hundreds of data centers that never answered a mandatory water-use survey

What happened: Attorney General Ken Paxton announced an investigation into hundreds of Texas data centers — including facilities in Smith, Tarrant, Potter and Randall counties — for failing to respond to a state-mandated water-usage reporting survey, according to USA Today, KXAN Austin and the Washington Examiner.

Why it matters: This is a separate action from Gov. Abbott's TCEQ permit freeze, which we covered in depth in our piece on the AI Force announcement — that story noted only 28% of Texas data centers had responded to the same water survey. Paxton's investigation is what happens next when a mandatory disclosure requirement goes mostly ignored: an enforcement referral, not just a renewed request for data.

What to learn — a "mandatory" disclosure requirement is only as strong as the enforcement behind it: Plenty of state and local rules require a company to report water or power use, but the requirement often carries no real penalty for simply not answering until, as in Texas, an attorney general or agency decides to make an example of the non-responders. If your state or utility has a disclosure rule a project near you may be ignoring, ask directly what happens when a company doesn't respond — and who has the authority to escalate it if nothing does.

Sources: USA Today, Sep 24; KXAN Austin, Sep 24; Washington Examiner, Sep 24

4. A Republican and a Democrat in Congress each introduce data-center NDA bills the same week

What happened: Rep. Tom Barrett (R-MI) announced a bipartisan bill to increase transparency and ban non-disclosure agreements tied to data center deals, per his own release, while Rep. Raja Krishnamoorthi (D-IL) called for a ban on NDAs between data center developers and government officials or agencies at any level, per his own release.

Why it matters: NDAs between developers and local economic-development authorities are exactly what residents in Effingham County, Georgia are suing over right now, alleging officials kept OpenAI's "Project Camellia" deal quiet under one — a dispute we covered in a dedicated piece this week. Seeing lawmakers from both parties target the same practice in the same week suggests the Effingham fight isn't an isolated complaint; it's becoming a live federal legislative target.

What to learn — an NDA on a public deal is a red flag to ask about, even where it isn't yet illegal: Before assuming your local development authority signed away its ability to disclose terms, ask directly (in writing, so it's a record) whether any confidentiality agreement covers the project, what it covers, and whether your state's open-records law creates an exception for it regardless of what the NDA says. Our model CBA clause library includes language communities have used to require disclosure as a condition of any agreement going forward.

Sources: Rep. Tom Barrett, Sep 24; Rep. Raja Krishnamoorthi, Sep 23

5. Memphis-area residents file two separate lawsuits against an xAI data center in one week

What happened: Memphis residents sued xAI subsidiary "SpaceXAI" over noise pollution from its Southaven, Mississippi data center, according to WREG and Local Memphis. Days earlier, WREG reported that the family of a worker who died at the same SpaceXAI data center filed a separate $30 million wrongful-death suit.

Why it matters: Two unrelated lawsuits against the same facility in the same week — one from neighbors over noise, one from a worker's family over a death on site — is a pattern worth naming on its own: it's evidence that whatever review process the project went through did not anticipate either kind of harm, operational or off-site.

What to learn — get a noise-ordinance baseline before a facility opens, not after you're already living with it: Many local noise ordinances set a specific decibel limit measured at the property line, sometimes with stricter limits at night, rather than a vague "no unreasonable noise" standard. Ask your zoning office what the actual numeric limit is for your district, and take baseline sound-meter readings (a smartphone app is enough to document a pattern, even if not admissible on its own) before construction finishes — a "before" measurement is much harder to dispute than a complaint filed after the fact. See our health risk pages for the fuller list of what to document.

Sources: WREG, Sep 25; Local Memphis, Sep 25; WREG, Sep 23

6. Palm Beach County passes a year-long data center moratorium — then scraps its own resident task force

What happened: Palm Beach County commissioners unanimously approved a year-long moratorium on new hyperscale AI data centers, aimed in part at deterring projects like the previously proposed "Project Tango," according to WPTV and the Palm Beach Post. Days later, WPTV reported the county is scrapping the resident task force it had set up on AI data centers and plans to hire paid consultants instead.

Why it matters: A moratorium and a decision about who does the technical analysis behind it are two different levers, and they can move in opposite directions in the same week. Trading a volunteer resident body for paid consultants isn't necessarily worse — consultants can bring expertise a task force may lack — but it does change who is in the room, and residents who counted the moratorium as a win should still be asking who replaces their seat at the table.

What to learn — ask who is paying the consultants and what their scope of work covers: When a county replaces a citizen board with hired consultants, find out whether the county or the developer (often through an escrow or reimbursement arrangement) is funding the contract, and request the scope of work and any conflict-of-interest disclosures before the consultants' findings shape a vote. A moratorium buys time; it doesn't by itself guarantee residents get to use that time the way a task force would have let them. See Palm Beach County's community page and the full moratorium tracker.

Sources: WPTV, Sep 24; Palm Beach Post, Sep 24; WPTV, Sep 25

7. Nine more communities moved on data centers this week

Beyond the stories above, at least nine more local governments acted on data centers in the past seven days:

What to learn — the proposed duration is itself a signal worth asking about: A 120-day pause (Pima County) buys a council time to hold a few hearings; a 15-month pause chosen deliberately over a permanent ban (Anne Arundel County) signals the board wants a real study period without foreclosing approval later; an extension through a specific future date (Baltimore County, to December 2027) tells you exactly when the fight reopens. Before celebrating any moratorium as a win, ask your own council which of these three postures theirs actually is.

Sources: ABC7 Los Angeles, Sep 20 (LA County); AZ Luminaria, Sep 23 (Pima County); The Baltimore Banner, Sep 22 (Anne Arundel County); CBS News, Sep 22 (Baltimore County); WGRZ, Sep 23 (Buffalo); Bradenton Herald, Sep 25 (Manatee County); The Oaklandside, Sep 23 (Oakland); Axios, Sep 24 (Chicago); KERA News, Sep 24 (Denton)

What to watch next week

• Vineland, NJ — whether DataOne brings its 62 generators into compliance within NJDEP's 45-day deadline or is forced to shut them down
• Prince William County, VA — the first project to test the new by-right rules, and whether it was already in the pipeline before the vote
• Texas — how many of the "hundreds" of data centers under Paxton's investigation respond, and TCEQ's audit report due back to Gov. Abbott by October 19
• Congress — whether Rep. Barrett's and Rep. Krishnamoorthi's NDA bills attract co-sponsors from the other party beyond their own
• Southaven, MS — how xAI responds to the noise lawsuit and the wrongful-death suit, and whether either is consolidated or moves to discovery
• Palm Beach County, FL — who the county hires as consultants, and whether residents from the former task force get any formal role
• Chicago, IL and Buffalo, NY — whether Mayor Johnson's proposal and the Common Council's ban actually pass a floor vote

Every Sunday we cover the week's most important data center stories, explain the underlying concepts, and point you to the tools you need. Know a story we should cover? Reach out at hello@aigridwatch.com or sign up for the newsletter below.