The missing numbers have a pattern.
A facility’s water use held as a contractual trade secret. Thirty-seven tax determinations, none published. Generators no agency knew were running. Every guide in this series eventually reaches for a number nobody is required to produce. This last guide is about that pattern itself, and about the drones, records requests, and stubborn reporters that route around it.
12 min read · Answers the tenth of the ten questions
The question underneath the other nine.
Ask what a facility uses, emits, pays, or sounds like, and the trail ends at the same place often enough that the ending deserves its own guide.
of Virginia localities with proposed or existing data centers under nondisclosure agreements, by Public Citizen's count of the reporting
Public Citizen (July 2026)
written data center tax-exemption determinations issued by North Carolina's Commerce Department over a decade. Published: none.
NC Dept. of Commerce memo (April 2026)
states that proposed data center transparency and oversight legislation in 2026: the countertrend, measured
WRAL (April 2026)
the Meta project whose job and power figures Louisiana's commission shielded by killing its own judge's disclosure ruling
WWNO (August 2026)
A definition before the ledger. This page is not about secrets in the cloak- and-dagger sense. Nearly everything documented below is lawful: trade-secret clauses, economic-development confidentiality, shell entities, reporting thresholds nobody crosses. The finding is not that rules were broken. The finding is what the rules, followed exactly, leave unknowable.
What nobody is required to report.
Five categories, each with a named exhibit from this series' own research.
Water.Large facilities are typically served by municipal systems, so their use folds into city totals and no facility-level figure exists. In Caldwell County, North Carolina, Google’s water, energy, and headcount figures are a contractual trade secret. The one facility-level number this series has — Meta’s Forest City site at roughly 11,500 gallons a day, below the state’s reporting threshold — exists because a reporter asked, and for no other reason.
Money.North Carolina’s 37 unpublished determinations came with no requirement that any company report actual investment or exemption value; the state reads its own buildout off a commercial database. The North Carolina case study carries the full accounting.
Identity.Projects arrive code-named behind shell LLCs, under NDAs that bind the officials reviewing them: most Virginia data center localities, an Indiana county that rezoned 640 acres before Amazon’s name was known, Pima County supervisors who could not say whose project they were approving. The participation guide covers what that does to hearings.
Power and emissions.The Vineland generators ran nine months before any agency knew; the Southaven turbine counts exist because journalists flew thermal drones. And when a Louisiana administrative law judge ruled that Meta had to disclose its project’s basic job and power figures, the commission above killed the ruling. West Virginia went further in the same direction: its 2025 data center law includes a FOIA exemption, so the public-records tool itself is off the table there.
Hardware. No operator publishes what happens to decommissioned equipment; no fab publishes per-wafer figures; corporate lifecycle disclosures stop at the factory gate. The hardware guide treats those six absences as findings, and they belong on this ledger too.
How facts surface anyway.
Every load-bearing number in this series that no institution was required to produce arrived by one of five routes. Knowing the routes is knowing where knowledge in this space actually comes from.
A drone. The turbine and generator counts anchoring two federal matters came from thermal imaging flown by newsrooms. A records request. Arizona journalists identified AWS behind Project Blue with public-records work after officials could not say the name. A community instrument. South Memphis air data exists because residents and university researchers put monitors out. The resulting three-way dispute over that data is covered honestly in the enforcement guide, because a fact that surfaces outside institutions gets contested harder than one that surfaces inside them.
A commissioned study.The only methodical residential noise measurements in the public record were paid for by a homeowners’ coalition. And a question, asked by someone whose job is asking. A legislative audit produced Virginia’s by-right statistics; a town manager’s quote about being shocked at how little water a facility used exists because a public radio reporter called her. The five routes share one property: none is guaranteed. Each depends on somebody deciding a fact was worth the cost of producing.
Reading around the gaps.
What a careful reader can and cannot conclude when the primary number is structurally unavailable. This is the series' method, taught explicitly for once.
A gap is not evidence of the worst case. “They won’t say” is compatible with damning numbers, boring numbers, and numbers nobody ever compiled. The Forest City surprise ran opposite to suspicion: the facility used far less water than the town hoped to sell. Treating every blank as a confession produces exactly the overclaiming this series spends its other nine guides correcting.
But a gap is evidence about the system. Which numbers are unavailable, and who arranged the unavailability, are facts with no uncertainty in them. Thirty-seven determinations unpublished is not a rumor. A FOIA exemption written into statute is not an interpretation. The drift problem this series documents — figures mutating upward in retelling — thrives precisely where primary numbers are missing, because nothing anchors the retelling. Bad disclosure and bad statistics are the same story at different stages.
So the discipline this page recommends has two moves, and both matter. Refuse to fill a gap with a guess. Then refuse to let the gap pass as natural: say who is not required to report what, name the statute or the clause, and put the absence itself on the record. The water guide’s lesson was that a claim is not a fact until someone defines the threshold. This guide’s lesson is the sequel: a threshold is not knowable until someone must report against it.
The venue that doesn't exist.
On the hub's matrix, this question carries a mark no other status can substitute for.
This question’s decided-at badge reads No working venue. No process currently orders the disclosure this page catalogs. Commissions have declined to; one state legislature moved the opposite direction; the federal noise office that might have counted one category of harm was defunded in 1982.
The countertrend is the reason the badge could change: 36 states proposed transparency and oversight legislation in 2026, NDA-ban bills are moving in at least ten, Pennsylvania’s governor barred his agencies from signing the agreements, and Virginia’s regulators made their data center records more publicly accessible after criticism. A venue that doesn’t exist is a venue that can be built, and unlike most of the questions in this series, this one’s fix is the same in every state: a reporting requirement, written down, with a threshold.
“They're hiding something.”
The version that goes too far
Hears every blank as a confession and every LLC as a conspiracy. The one facility-level water number this series holds came out boring, and a method that can't survive a boring answer isn't a method.
The version that waves it away
Points out that trade secrets are lawful and competition is real, so the secrecy is ordinary business. The exhibits above are not ordinary: officials approving projects they cannot name, a commission overriding its own judge's disclosure order, a statute exempting an industry from public-records law. Lawful and ordinary are different claims.
What the evidence supports
Specific, documented nondisclosure is the norm across water, money, identity, power, and hardware, nearly all of it lawful, much of it purchased or legislated. Facts that later proved material (turbine counts, water figures, end users) repeatedly surfaced only through journalism, records work, or community measurement. The accurate posture is neither suspicion nor trust: it is naming exactly which numbers no one must produce, and treating that list as the finding.
Sources for this split: publicCitizenNDA · lapscMeta · ncCommerceMemo · thermalDrone — full citations below.
Action for every level of influence.
For yourself
- When a claim about a facility can't be verified, ask which kind of unknown you're holding: a number nobody has produced, or a number somebody is withholding. They warrant different confidence and different next moves.
- Practice the register-of-deeds lookup once, on any property. The skill that unmasked Razor5 LLC takes fifteen minutes to learn and applies to every code-named project after this one.
For a community
- Ask your water system, in writing, whether large-customer withdrawals are published, and ask your county whether any project agreement carries a nondisclosure clause. A documented no is a finding you can bring to a hearing.
- File the records request. Arizona journalists unmasked a hyperscaler with public-records work; the tool is not reserved for journalists.
For an organization
- Fund measurement where disclosure fails: a commissioned acoustics study, a community air monitor, a drone flight. Each produced facts this series cites that no agency held.
- If you negotiate with developers, price the NDA. What confidentiality is worth to the other side is information about what disclosure would be worth to you.
For policy
- Disclosure as a condition of public money: the highest-leverage version, since incentives are the one moment a government has something the developer wants.
- NDA limits for officials with approval power, moving in at least ten states.
- Facility-level reporting thresholds for water and power, so the answer to "what does this building use" stops depending on whether a reporter thought to ask.
Related
What Are We Arguing About?
The ten separate questions hiding inside “AI and the environment” — where each impact lands, and where each is actually decided. Start here.
The Water Question
The most-quoted statistic in this debate has been retired by its own authors. What replaced it is more useful — and it points at your watershed, not the planet.
Who Gets a Say
Packed hearings, state preemption, NDAs, and $130B in blocked projects in one quarter. The constraint on participation has shifted from apathy to access.
Where this leads
Reading is one thing. Practicing it is another.
The Applied AI Certification builds practical AI fluency across all six domains — the working competence that advances toward proficiency, with structured practice, feedback, and a cohort on the same problems.
Research & further reading.
Want CPAI to teach this in your community or classroom?
The reading-around-gaps method is a general media-literacy skill, and this guide's ledger works as a records-request workshop for libraries, newsrooms in training, and civics classrooms.