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OpenAI "compute campuses": a rebrand announced in the wrong order

OpenAI started calling its data centers "compute campuses" days before US voters rejected data centers in almost every local ballot measure, and the internet treated the new name as a joke. The real mistake was the order: the name went out first, and the commitments that could have made it believable came out only after the election.

A crane lowers an ornate ivy-covered university archway onto a huge windowless data center as townspeople watch.

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Key takeaways

  • Publish the proof before the new name, because a name is a promise and without evidence it reads like a cover story.
  • Consider renaming when your category name has become your opponent's best attack line, as "data senator" did in Ohio.
  • Write names for the audience that decides your fate, since "AI factory" stuck with Wall Street but no name stuck with neighbors.
  • Treat cheap name changes with care, because the cost often lands elsewhere, such as in the risk report or cost of capital.
  • Do not treat real costs like electricity bills as a perception gap that branding can close.

Episode page and full transcript →

What happened. The SF Standard reported that OpenAI hopes to rebrand the contentious facilities as "AI compute campuses," starting after the midterms, as Axios first reported. According to Gizmodo, an OpenAI spokesperson apparently confirmed to Business Insider on Sunday that this was its new preferred term, saying "Compute campuses better describes the scale and role of the infrastructure we're building for AI."

Two days later the vote came in. The Next Web reports that US voters sided against AI data centres in all but one of 41 local ballot measures, and that in Ohio, Democrat Sherrod Brown ousted Senator Jon Husted after casting him as "the face of data centers". An NBC News exit poll found that 76% of voters would oppose a new data centre in their community.

The angle. Most coverage stopped at the joke. Paul Argenti, a Dartmouth communications professor, told the SF Standard it's "lipstick on the pig". But the substance arrived on Thursday. AOL reports that OpenAI committed to paying the full cost of electricity and infrastructure associated with its projects while providing financial assurances in case they are reduced or canceled, and pledged to prioritize closed-loop or low-water cooling, publish information about electricity and water use and not rely on nondisclosure agreements. The name came out before the proof. That is the wrong order for any rebrand.

Why it matters. The old name had turned into a weapon for the other side. Gizmodo notes that calling an opponent a "data senator" has proven to be a great way to earn publicity, and "compute campus senator" certainly doesn't have the same ring to it. The industry has tried renames before. The SF Standard recalls that Jensen Huang repeatedly said "AI factory" at a 2024 Nvidia event, and companies have also tried "AI superfactory," "supercluster," "technology campus," and "AI gigafactory". Then a reputation problem became a capital problem. On November 5, per Yahoo Finance, the Philadelphia Semiconductor Index dropped 12% amid worries that Democratic wins in statehouses like Texas and Georgia could slow data-center permitting and power approvals.

What to watch. Watch whether "compute campus" survives contact with town halls. Watch whether the electricity and NDA pledges become signed contracts. And watch Texas, where The Next Web reports that the governor-elect wants a moratorium.

Go deeper: "Rebranding in the real world: what actually happens when you change everything", a free lesson on MBA Training (https://www.mba-training.com/en/lessons/rebranding-real-world-application).

Go deeper

The lessons that take this article further, free to read.

  1. 1Rebranding in the real world: what actually happens when you change everythingBrand & positioning

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