The Periodical · Vol. IV
Ecology · Infrastructure · No. 04

Ecology · Infrastructure · Black Futurism · AI

The Cloud
Drinks First on AI infrastructure, water, and who absorbs the cost of computation

The cloud is a bad metaphor. The better question is: through whose water is AI being cooled? Not because metaphor doesn't matter — but because metaphor is one of the places policy hides.

A'ja Studio · Brooklyn & Atlanta · 2026 · 18 min read

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The cloud is a bad metaphor. The better question is: through whose water is AI being cooled? That is where this essay begins. Not because metaphor does not matter, but because metaphor is one of the places policy hides. "The cloud" is a sky word for a ground problem. It makes computation feel atmospheric, weightless, inevitable. It keeps your eyes lifted while the real story stays below the line of sight: pumps, chillers, substations, permits, withdrawals, zoning hearings, tax abatements, utility load forecasts, and the neighborhoods drafted into consequence without authorship.

This is not written from a neutral infrastructure lens. It is written from a Black ecological and worldmaking lens that treats metaphor, governance, and material survival as inseparable. That means less interest in whether a technology can be described as transformative than in what it asks land, water, and public systems to absorb so that transformation can be claimed.

The language of "the cloud" is one way infrastructure teaches organized forgetting.

Framing Note This essay is for officials approving permits, agencies negotiating incentives, utilities carrying load growth, developers assembling sites, technologists building systems, and cultural workers being asked to call it progress before knowing what has been traded away.
A'ja Studio · Vol. IV
"The cloud" is a sky word for a ground problem. It keeps your eyes lifted while the real story stays below the line of sight: pumps, chillers, substations, permits, withdrawals — and the neighborhoods drafted into consequence without authorship. — A'ja Studio, Vol. IV · The Periodical
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AI buildout is moving faster than most public processes are designed to metabolize. Hype travels at platform speed. Permits move quietly. Utility planning happens in technical language. Water stress is discussed as a regional condition, while the burdens of cooling infrastructure are negotiated locally, often in places already carrying layered exposure. By the time a project becomes publicly legible, many of its terms have already been shaped.

This essay is also for cultural workers, because what often gets called technopoetics at the level of form is always shadowed by infrastructure at the level of material support: grids, cooling systems, water withdrawals, platform economics, and public systems asked to underwrite private tools. If we do not read those layers together, we mistake style for autonomy.

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Because the cloud does not float. It sits somewhere. On land. Near a watershed. Inside a grid. In a county with a planning board. In a city with a mayor. In a utility territory. Near people who usually do not get to define the timeline of its arrival.

And because it sits, it pulls. Water. Power. Public attention. Administrative flexibility. Land use. Capital. It pulls all of that into private acceleration and asks to be called the future.

Recent reporting has made the scale harder to ignore: large data centers can require immense amounts of water for cooling, and many new facilities are being developed in water-stressed regions. Those are not just technical figures. They are political measurements. They tell us the argument is no longer only about software capability. It is about who bears the material costs of computation.

The Cloud (What We're Told)
  • Atmospheric, weightless, inevitable
  • Neutral infrastructure
  • Progress, transformation, futurity
  • A service that floats above geography
  • Costs distributed equally
  • Innovation without address

The Watershed (What's Actually There)
  • Pumps, chillers, substations, permits
  • Land. Water. Grid. Zoning hearings.
  • Burden transferred to specific communities
  • A facility that sits somewhere, near someone
  • Costs concentrated in already-strained places
  • Extraction with a specific address
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The sharper question is how benefit and burden are distributed through different infrastructures and different timelines. Hyperscale firms secure compute capacity and competitive advantage. Developers and financiers capture land and infrastructure value. Municipal officials secure growth narratives and promised revenue. Utilities gain large-load demand and leverage for system expansion.

Residents, meanwhile, absorb slower and less marketable costs: water strain, heat vulnerability, air quality risk, noise, public-service pressure, and the cumulative stress of systems organized around someone else's urgency. That is the geometry.

A'ja Studio · The Geometry
Residents absorb slower and less marketable costs: water strain, heat vulnerability, air quality risk — the cumulative stress of systems organized around someone else's urgency. — A'ja Studio · The Periodical · Vol. IV
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If this still sounds abstract, look at South Memphis. The conflict around xAI's supercomputer facility near predominantly Black communities, including Boxtown, makes the pattern visible. One side is permitted to speak in the language of jobs, investment, competitiveness, and momentum. The other is forced to prove, again, that air, water, health, and neighborhood survival count as "real" infrastructure.

And because Boxtown's struggle is shaped by a longer history of industrial encroachment, the issue is not just one project. It is accumulated burden. It is memory. It is the afterlife of prior approvals showing up in the body of the present.

See Further Reading Reuters reporting on xAI's unpermitted gas turbines, AP coverage of the NAACP's intent to sue, and the Mississippi utility hearing are all documented in the reading list at the end of this piece.
A Four-Part Audit for "Future" Claims Afrofuturism as Method, Not Aesthetic
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The Terms Test
Who authored that term — and what material burdens disappear inside it?
When a project is described as innovation, leadership, competitiveness, or future, ask: what public systems are being conscripted to make the claim true? What is being named, and what is being hidden inside the naming?
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The Burden-Transfer Test
What is being moved, and to whom?
Water burden. Heat burden. Grid burden. Risk burden. Administrative burden. Public patience. The question is not whether the project produces value. The question is where the costs are warehoused, and who is expected to live beside the warehouse.
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The Redundancy Test
Who gets backup systems — and who gets improvisation after breakdown?
Who gets real-time monitoring, preventative maintenance, emergency response, and budget certainty? Which lives and infrastructures are treated as too critical to fail, and which are managed through improvisation?
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The Collateral-Life Test
What forms of life are being treated as acceptable loss?
Who is expected to adapt? Who is built for? Whose fragility is treated as a planning problem, and whose is treated as background noise? If a system's promise depends on acceptable depletion — that is not incidental fallout. It is design.
Cooling Is a Political Language
Machine Cooling

Funded as necessity. Backup power. Real-time alerts. Rapid response. Preventative maintenance. Budget certainty. The infrastructure for machines that must not fail.

A cooling system declares, without ever making a speech, what the culture loves enough to protect.

Human Cooling

Managed as emergency. Whether the AC works. Whether the bill can be paid. Whether the landlord fixed anything in June. Tree canopy, transit, asthma, medication storage, elders on upper floors.

Fans in trunks. Cases of water in church basements. Text chains checking on aunties. A neighborhood improvising the infrastructure it was denied. Mutual aid.

A'ja Studio · The Moral Order of Cooling
Not when machine cooling is funded as necessity and human cooling is managed as emergency. That is not a technical distinction. That is a moral one. — A'ja Studio · The Periodical · Vol. IV
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This is not only an infrastructure conflict. It is a conflict between worldviews. On one side is an extractive futurism: a worldview that treats land, water, labor, and public systems as inputs for acceleration; that calls depletion innovation when the interface is clean enough; that mistakes scale for destiny; that believes anything can be justified if it can be rendered, financed, and cooled.

That worldview does not only build facilities. It builds consent: by separating the image of futurity from the infrastructures that cool it, and by separating the promise of innovation from the places asked to absorb its costs. This is not merely rhetorical polish. It is an infrastructure of forgetting.

What is being forgotten is structural: the watershed itself, the neighborhood as infrastructure, the public as more than a labor pool or rate base, the history already lodged in the land, the cumulative burden carried before the first announcement. Also forgotten is the fact that reliability for machines is often purchased through unreliability for people.

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Black communities already think at the scale of cascading systems. They have had to. Call it survival knowledge. Call it neighborhood intelligence. Call it what happens when people learn, over generations, how one system failure cascades into five more.

Black queer life, especially, has built entire worlds out of relational infrastructure — chosen family, distributed care, safety protocols, quiet communication, resource-sharing under pressure, improvisational redundancy. That is not just social adaptation. That is planning knowledge. That is design theory. That is futurist method, even when no one gives it the grant language.

For artists, writers, designers, and cultural workers, the issue is not simply whether AI can be useful, but what kinds of dependency we are willing to normalize without asking what they require downstream. Every tool trains a habit; every habit builds an infrastructure. Dependency becomes dangerous when it behaves like forgetting.

A'ja Studio · A Different Cosmology
Not cloud, but watershed. Not extraction, but relation. Not inevitability, but accountability. Not futurity as spectacle — but futurity as livability. — A'ja Studio · The Periodical · Vol. IV
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Afrofuturism, at its sharpest, was never only about being seen in the future. It was always about contesting who gets to define the future's terms — what is valued, what is protected, what is imagined as possible, and what forms of life are treated as collateral.

When water becomes the metric, Afrofuturism is forced back into its most serious work. Not image management. Not corporate prophecy. World-design.

So yes, read the renderings. Read the promises. Read the speeches. But if you want to know what future is actually being built, read the permits. Read the utility filings. Read the watershed. Read who gets redundancy and who gets improvisation. Read what the system loves enough to protect.

What this system requires is not only extraction, but organized forgetting: a way of speaking about the future that severs computation from watershed, growth from burden, and innovation from the lives asked to absorb its costs. In this system, forgetting is not a governance failure. It is a governance technology.

What kind of future requires this much forgetting?

Follow the Watershed — Five Links
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Musk's xAI increased Tennessee gas turbines without permits, community groups say
Reuters
Apr 9, 2025
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NAACP, environmental group notify Elon Musk's xAI of intent to sue over Memphis air pollution
Associated Press
Jun 17, 2025
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Mississippi holds hearing on xAI data center amid environmental lawsuit threat
Reuters
Feb 17, 2026
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2024 United States Data Center Energy Usage Report
Lawrence Berkeley National Laboratory
2024
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EJScreen — Public Environmental Justice Mapping Tool
Public Environmental Data Partners Mirror
Ongoing
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A'ja Studio · The Periodical · Vol. IV · Ecology & Infrastructure No. 04 · 2026
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