ESSAY · AUGUST 2026

Mark Zuckerberg’s latest AI vision is being sold as a generous promise: artificial intelligence for everyone. Personal assistants. Tutors. Creative tools. Help starting a small business. A technological abundance so broad that ordinary people can finally have a little superintelligence of their own.

And all we are apparently asked to do in return is let Meta build more data centers.

In his August 2026 manifesto, The Future Is for Everyone, Zuckerberg argues that the greatest danger of advanced AI is that a few governments or companies will concentrate its power — and that the remedy is to distribute “personal superintelligence” widely, through open models and an enormous new build-out of computing infrastructure. A recent episode of the tech podcast This Week in Startups put the underlying exchange with unusual candor. As one host paraphrased the pitch: Meta will be “the company that gives you an agent, a tutor, free design tools, and makes your life better. The only thing we ask is that you let us build some data centers.”

That deserves more scrutiny than it’s getting. Because before a community accepts that premise, it’s worth asking what each side is actually trading.

A gift that pays for itself

The first problem is the word “free.”

Meta is not proposing to hand out AI tools because it has become a public-benefit institution. It is a company whose business depends on collecting attention, modeling behavior, and selling precise access to human beings. Zuckerberg himself, defending the hundreds of billions in data-center spending, pointed to “the strength in the company’s core advertising business” as the thing that pays for it. That is the engine. The AI is bolted to it.

A “personal AI” that understands your goals, relationships, health, finances, home, and preferences is not merely a friendly digital helper. In Meta’s ecosystem, it is potentially one of the most intimate behavioral-data collection systems ever brought into ordinary homes. The more the assistant knows, the more useful it may become — and the more valuable you become to the advertising machine that funds it.

So the assistant may be “free” in the same sense Facebook and Instagram are free: nothing is required at the checkout counter, but the transaction is very real.

The community bears the physical costs

Data centers are not an abstraction. They are massive industrial facilities with tangible local effects: large and sometimes competing demands for electricity; water consumption that varies by cooling design and local conditions; diesel generators, noise, and construction disruption; new transmission lines and grid investment; land conversion and pressure on rural infrastructure; tax incentives that can reduce the public return; and relatively few permanent jobs once construction ends.

Those are not minor inconveniences to be waved away by a promise of better photo editing. The real question is not whether an AI tutor might be useful — of course it might. It is whether those benefits justify the specific burdens placed on a particular community, and whether the corporation proposing the project pays its fair share of the cost.

A chatbot is not water security. An AI image generator is not a stronger electric grid. A corporate-sponsored greenhouse is not democratic consent.

Corporate charity is not accountability

On that podcast, the hosts played a Morning Joe segment celebrating how smoothly Zuckerberg’s Utah data center had been received — a project that, in the clip’s framing, “sailed through with hardly any controversy at all.” The reason offered was a shipping-container hydroponic farm at a local high school, where students grow produce to sell at a farmers market and learn entrepreneurship.

The farm may be a genuinely good project. Students may benefit. That isn’t the point. The point is that a charitable gift is not a substitute for enforceable public protections.

A company can fund a school greenhouse while consuming enormous quantities of electricity. It can sponsor a workforce program while receiving major tax breaks. It can celebrate a few community partnerships while keeping the essential terms of its water use, power arrangements, emissions, and long-term obligations beyond meaningful public scrutiny. Communities should not have to perform gratitude for amenities that may be a rounding error in a multibillion-dollar development. If a project is genuinely good for a community, it should survive a serious public accounting — not merely a public-relations campaign.

“Open” does not mean decentralized

Zuckerberg’s manifesto argues that the great danger is centralization, and presents broad access to AI as the answer. That sounds appealing. It is also incomplete.

One of the podcast hosts named the strategy plainly: “When you’re behind, you go open. When you’re ahead, you go closed.” Meta may release model weights and offer low-cost tools, but it remains a highly centralized corporation — controlling major platforms, advertising systems, recommendation engines, social data, infrastructure, and the terms on which billions of people participate online. Its own social graph has never been open in that way.

Giving people access to a tool built on centrally controlled platforms is not the same as giving them control over the infrastructure, data, rules, or economic value surrounding that tool. We should be wary when “democratizing AI” means distributing the interface while a handful of corporations keep the compute, the data, the energy contracts, and the profits.

Ask for binding commitments

The answer is not reflexive opposition to every data center. A community may decide a particular project is worthwhile. But no community should accept one based on vague promises of AI abundance or a few corporate gifts. Before approval, local governments and residents should demand binding, public commitments on: water sourcing, consumption, and drought contingencies; peak power demand and who pays for grid upgrades; backup-generator emissions, fuel, and noise; local tax revenue and the real cost of incentives; permanent jobs, wages, and local hiring; land use, construction impacts, and decommissioning; independent monitoring with publicly accessible reporting; and clear penalties if promised benefits or environmental limits are not met.

That is what a real community-benefit agreement looks like: not a glossy story about a school greenhouse, but enforceable obligations that remain in force after the cameras leave.

The real bargain

The tech industry is working to make AI feel inevitable, benevolent, and too useful to question — to make data centers look like the natural price of a brighter future. But people are allowed to ask: brighter for whom? The public is already uneasy: in a 2026 Gallup survey, roughly seven in ten Americans said they oppose the construction of AI data centers in their local area. A University of Massachusetts Amherst poll released in September 2026 found just 11 percent would support one in their community.

If Meta wants public cooperation for a vast expansion of power-hungry infrastructure, it must offer more than a personalized assistant and call that empowerment. Communities do not owe corporations permission to consume their land, water, energy, and political attention in exchange for products that primarily deepen corporate control.

That is not abundance. That is a very old business model wearing an AI costume.