OpenAI is rolling out a communications campaign to rebrand massive data centers using a new term: “compute campuses.” The move is aimed at mitigating intensifying backlash from local residents as AI infrastructure projects appear on election ballots across the US.

This effort comes as a survey showing Americans oppose AI data centers indicates record-high disapproval, while the company continues to pursue large-scale financing plans such as an infrastructure expansion fundraising plan.

Shifting terminology under voter pressure

An OpenAI spokesperson told the media that the term “compute campuses” more accurately describes the scale and role of AI infrastructure, emphasizing that these are long-term investments in computing capacity, energy grids, and high-skilled local jobs.

Currently, OpenAI is one of the primary drivers behind the largest AI infrastructure construction boom in the US, with spending plans of up to $750 billion on computing infrastructure through 2030. Notable among these is a $20 billion project in Savannah, Georgia, where the company signed a contract securing power supply starting in July 2026.

However, social pushback is becoming a direct financial barrier. Bloomberg data shows that more than 40 proposed regulations aimed at restricting data centers are up for a vote in the November 3 election across dozens of US cities, threatening to stall projects with combined investments exceeding $100 billion.

The energy dilemma and social hurdles of AI infrastructure

The restrictive measures put to a vote by residents range from outright construction bans and zoning adjustments to stricter requirements for community consultations prior to permitting. A recent Quinnipiac University survey found that up to 73% of US voters oppose building AI data centers in the residential areas where they live.

Despite commitments from tech corporations to fund community budgets, public opposition has inflicted heavy losses on the cloud infrastructure industry, with at least $68 billion in projects canceled or stalled in quarter 2 of 2026 alone.

Rebranding from data centers to compute campuses demonstrates that AI expansion is no longer merely a matter of technical capability and capital, but directly hinges on the level of acceptance from local residents regarding power and water resources.