CHANDLER, Ariz., July 8 — It’s not just copper thieves giving data center builders headaches. A new, high-tech target has emerged on construction sites: the graphics processing units, or GPUs, that power the artificial intelligence boom. And these are not your average computer chips.
A single NVIDIA H100 GPU, designed for AI training, carried a price tag of around $30,000 in 2024. They are also in high demand.
The practical upshot for the industry is a security nightmare. In 2024, thieves in Chandler, Arizona, made off with 100 of these H100 GPUs from a data center that was under construction. The total value of that single heist?
About $3 million. The hardware had been shipped from a factory but was intercepted before it could ever be installed.
That kind of loss doesn’t just hit a company’s balance sheet. It directly disrupts timelines for developing AI models. Because supply is constrained, replacing stolen hardware can take months.
The Black Market for Brains
So, what happens to a $30,000 GPU after it’s stolen? The concerns go beyond simple resale. Law enforcement and industry analysts worry about stolen hardware being sold on the black market, but there is an even more unsettling possibility: the chips could be used for unauthorized AI computing.
Here’s what it means in plain terms: the same hardware that a legitimate company uses to train a helpful chatbot could be used by a bad actor to train a malicious one, completely off the books. The value of the raw computing power makes these chips a kind of digital currency for the underground.
Locking Down the Construction Site
Data center operators are now responding as if they are guarding a mobile bank vault. Security measures that were once reserved for live, operational facilities are being deployed to construction sites. This includes requiring 24/7 security on the premises and, in a more high-tech twist, embedding GPS trackers directly into the equipment itself.
The scale of the incentive for thieves is only growing. The global GPU market is projected to reach $200 billion by 2027, a figure driven almost entirely by demand from AI.
Every new data center under construction is effectively a warehouse of these high-value components, making them an increasingly tempting target. The industry is now in an arms race: build faster to meet AI demand, but secure those construction sites even faster. The thieves have made it clear they are watching the same market projections as everyone else.
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