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September 23, 2026

California Makes AI Data Centers Pay Their Way

California is betting that the AI buildout must be made to cover its own strain on power and water systems, while critics of the political focus argue that voters place those concerns well below the state’s larger affordability and democracy pressures.

Last week, Governor Gavin Newsom moved to accelerate development of an AI “kill switch,” signaling that California intends to shape the technology’s guardrails rather than wait for Washington.

He followed that step by signing seven bills targeting the physical footprint of the AI boom: the electricity, water and local infrastructure needed to run data centers. The package requires the California Public Utilities Commission to create a new rate classification for data centers and directs facilities to pay for upgrades to nearby power grids and water systems, rather than leaving residents exposed to the bill.

The new laws also put disclosure at the center of the approval process. Proposed data centers must tell local governments their expected water use, energy-efficiency plans and drought preparations. They must meet specified energy, water and fuel-consumption standards before receiving streamlined approval.

Newsom cast the measures as a direct rebuttal to a federal deregulatory approach. “While the Trump administration moves toward deregulation, communities are left to deal with the consequences — higher electricity demand, grid constraints, water use, and pollution,” he said. “With these laws, we are ensuring that Californians remain in the driver’s seat — and that those profiting from data centers aren’t doing so at our expense.”

Not everyone sees data centers as an issue deserving top political billing. David Sacks amplified a post citing a Politico poll that ranked AI and data centers ninth among California voters’ concerns; even AI pessimists, the post said, placed the issue seventh, behind cost of living, housing, the wealth gap and democracy. The message was blunt: campaign advisers elevating the issue “need to touch grass.”

That leaves California’s new rules at an uneasy intersection: a state government preparing for the infrastructure costs of AI expansion, and a political critique that those costs may still be far from voters’ most immediate worries.