# A statement of position

*Henry Lee Butler · June 2, 2026*

## What this project is — and is not

This project is not anti-data-center.

It is against **dark government** — public decisions made out of public view.

It is against **the absence of transparency** — public records that exist but are
not made accessible, public processes that are shortcut, public officials who
act on the public's behalf without informing the public.

It is against **undue corporate influence in matters that affect citizens** —
when the public interest is set aside because a private interest has more
political weight, more lawyers, or more time.

It is against the **anti-democratic activities of elected and monied
interests** — the routine accumulation of small bypasses, fast-tracked
permits, sealed agreements, executive sessions, threats of litigation
against local governments that try to listen to their constituents.

Data centers happen to fall under all of this right now in Texas because
the political and regulatory machinery around them has tilted, in real and
documentable ways, against the people who live near them. That is the
narrow case the published deck makes.

The broader case is that the same patterns repeat — solar farms, pipelines,
gravel pits, freight rail, water transfers, cell towers, eminent-domain
takings. What this project is for is **citizens having the same access to
the data and the analysis as the people on the other side of the table
have always had.**

If a 2,075-acre industrial assembly with a 75-megawatt fast-tracked air
permit, no public notice, and an implied gigawatt-scale buildout is brought
to a community after the fact — that is the dark-government problem, not
the data-center problem.

If a public meeting confirms that a state senator threatens litigation
against a county for considering a moratorium — that is the
anti-democratic-activities problem, not the developer problem.

If a corporate group operates fourteen sites across eleven Texas counties
under entity names designed to obscure the common operator — that is the
transparency problem, not the gas-turbine problem.

A community that wants a data center, with eyes open, should be free to
have one. A community that does not, should be free not to have one.
What is not acceptable is for the choice to be made for them, in silence,
by people they did not elect.

## About the use of AI in this work

The data assembly, statistical models, cartographic rendering, and much of
the writing supporting this project were produced with the assistance of
Anthropic's Claude. This is disclosed openly, both here and on the
landing page of the publication.

There is a category of objection that says: *it is hypocritical to use AI
to research a story about the consequences of AI buildout.* I disagree
with that framing, and I want to be explicit about why.

**Tools are not the thing.** A hammer is not a house. A spreadsheet is
not a forensic accounting. A neural network is not a research project. In
each case the tool is necessary, sometimes uniquely capable, and never
sufficient. What matters is whether the human directing the tool has the
discipline and the judgment to use it for something the public should want
to exist.

**This project's use of AI is in the category of citizen research.**
That means: parsing 18 PDFs of tax notices, joining 254 county polygons
to 101 groundwater-district boundaries, querying public databases by their
documented APIs, running a cost model whose formulas are traceable in
published source code, drafting narrative passages that are then verified
against the cited sources line by line. Every numerical claim in the deck
is reproducible from source code in the repository. A human reviewed
every output before publication. Where AI assisted in writing, the writing
is verifiable against primary sources cited in the same paragraph.

**This project's use of AI is not in any of these categories:** fabricating
quotes; inventing statistics; generating content represented as primary
research that has not been verified; producing legal opinion masquerading
as analysis; identifying individuals not already on the public record;
making aesthetic or political judgments masquerading as factual claims.
Every quote from a public official traces to a published meeting record or
a public document. Every numerical claim traces to a public-records source
listed in the methodology.

**Disliking artificial intelligence because of how some people misuse it
is a category error.** The same critique would have applied to typewriters
in 1880, to copy machines in 1960, to spreadsheets in 1985, and to the
World Wide Web in 1995. Tools change what an individual citizen can do
on their own. Some uses of any new tool are abusive, fraudulent, or lazy.
That is not an argument against the tool. It is an argument for paying
attention to the use.

If anything, the asymmetry of who has access to powerful analytical tools
is itself a public-interest concern. Large corporations have had teams of
analysts, lawyers, and lobbyists for as long as those professions have
existed. An individual citizen working in their living room with a public
internet connection and an AI assistant can, today, produce a documented
public-interest analysis that would have been impossible for a private
citizen to assemble five years ago. The democratic implication of that is
substantial, and on balance favorable.

The skill is in the user. The discipline is in the methodology. The
accountability is in publishing everything — code, data, methodology,
and sources — so that anyone can check the work.

## What citizen research looks like, done well

- **Source every factual claim.** If a claim cannot be traced to a public
  record, it does not get made.
- **Publish the underlying data.** Other people may want to verify, or to
  extend, or to disagree. None of those is possible if the data is hidden.
- **Publish the methodology.** Anyone reading should be able to reproduce
  any number in the publication from the published code and data.
- **Disclose your tools.** What software you used, what AI assistance you
  used, what databases you queried. Tools are not the work, but hiding
  them is bad practice.
- **Invite correction.** Wrong facts should be corrected, with a dated
  note. The willingness to correct is the price of being trusted.
- **Do not hide behind credentials.** This is citizen work. The
  alternative — that only credentialed experts may produce analysis of
  public records — is its own form of dark government.
- **Do not assert things that cannot be backed up.** If a claim is
  inference, label it as inference. If a claim is opinion, label it as
  opinion. If a claim is a quote from a primary source, cite the source.

## Why this matters

Democracy is not a set of institutions. It is a set of practices. Among
those practices, one of the most important and most fragile is the routine
exercise, by ordinary citizens, of the right to read the public record and
draw their own conclusions from it.

That right is not in any immediate danger. But it is being constricted in
ways that are easy to miss: through processes that are technically public
but practically inaccessible, through permits that are technically subject
to comment but published without notice, through agreements that are
technically signed by elected officials but negotiated by parties the
public never sees.

The remedy is patient, sourced, documented work, made available to whoever
wants to look. That is what this project is. That is the standard it
tries to hold itself to. And that is the standard it would invite anyone
challenging its findings to meet in return.

---

*This statement may be cited, quoted, or republished freely with attribution.
The source code, data, and methodology supporting the project are at
**[github.com/Parker-Data-Pro-Populo/data-center-surface-datarun](https://github.com/Parker-Data-Pro-Populo/data-center-surface-datarun)**.
Corrections and questions: henry.lee@henrylee.vote.*