Liwa / Insights / Nuclear for AI

Nuclear for AI: the gigawatt power deals, and the simpler alternative

Liwa Insights·9 January 2026·9 min read

When the people who run the world's largest computers go shopping for electricity, they are no longer calling the utility. They are buying reactors. Microsoft is restarting Three Mile Island. Meta has signed for gigawatts of nuclear. Amazon and Google are funding a new generation of small reactors. It is an extraordinary scramble, and it confesses, in billions of dollars, exactly what the real bottleneck is. The question is whether buying a power plant is the only way to answer it.

The scramble, in numbers

The deals stack up fast. Microsoft contracted for the restart of the Three Mile Island Unit 1 reactor, roughly 835 MW, on a 20-year power-purchase agreement, with the plant targeted to return around 2028 (Global Finance). Meta announced deals supporting up to 6.6 GW of nuclear capacity by 2035, including an Oklo-backed 1.2 GW campus in Ohio and a 1.1 GW agreement at Constellation's Clinton plant (Latitude Media, CBS News).

Amazon is backing up to a dozen X-energy small modular reactors and paid for data centers drawing on Pennsylvania's Susquehanna plant; Google agreed to buy power from Kairos Power's reactors, with first units expected around 2030. Across the sector, the hyperscalers have committed well over $10 billion to nuclear, with more than 20 gigawatts of projects in development (Introl).

835 MWMicrosoft, Three Mile Island restart
6.6 GWMeta nuclear, by 2035
2028-35When the reactors actually arrive

What the reactor rush is really admitting

Read past the press releases and the message is stark. The richest companies in technology, firms that could buy almost anything, have concluded that the one thing they cannot reliably buy is electricity. Not chips. Not engineers. Power. When your answer to a shortage is to personally finance the restart of a nuclear plant, you are telling the world that the grid will not give you what you need, and that power has become the binding constraint on how big you can grow.

That is the same lesson every piece on this site keeps arriving at, now written in the most expensive ink available. The frontier is not power-hungry by accident. It is power-bound by physics. And the proof is that the smartest capital allocators on earth are spending years and billions to lock in megawatts they could not otherwise secure.

If a trillion-dollar company decides the rational move is to buy a reactor, the constraint is settled: power is the prize. But a reactor takes years and billions, and most of these deals deliver between 2028 and 2035. So here's the question for anyone who can't wait that long: is the only path to cheap, dependable power a new power plant, or is there already a place where it simply exists?

The alternative the nuclear story overlooks

Nuclear is the right instinct, abundant, dependable, around-the-clock power, applied through the slowest possible instrument. A reactor is a decade-long project wrapped in regulation. It makes sense for a hyperscaler with a 2035 horizon and a balance sheet to match. It makes no sense for an operator who needs to run GPUs this year.

And the scramble overlooks the obvious: in some places, abundant low-cost power already exists, today, no restart required. The Gulf can dedicate cheap, dependable generation to compute at a price and pace the mature grids chasing nuclear cannot match. The hyperscalers are building toward the kind of cheap, firm power that a UAE free zone can already offer. They are taking the ten-year road to a destination that, in the right geography, you can simply move into.

Where this meets Liwa

The nuclear wave proves the thesis Liwa is built on: power is everything, and cheap firm power is worth waiting a decade for. Liwa is the version you don't have to wait for. Power secured at $0.10/kWh on a long-term agreement, in a liquid-cooled hall rated to 150 kW/rack, under your own brand, available now rather than in 2030. Let the giants finance reactors. You can have the firm, low-cost power today, without the plant.

Questions we're sitting with

Skip the ten-year wait for firm power.

Lock $0.10/kWh and liquid-cooled, 150 kW-ready capacity now, on a 36-month founder rate, your hardware, your brand.

Sources

  1. Latitude Media, Meta strikes 6.6 GW nuclear deal
  2. Global Finance, Microsoft taps Three Mile Island for AI demand
  3. CBS News, Meta signs nuclear deals for AI data centers
  4. Introl, Nuclear power for AI, the data center energy deals

Capacities, costs and online dates are company statements and reporting through 2025 to 2026; reactor timelines in particular are estimates subject to regulatory and construction risk.