North Star Data Center Policy Toolkit: State and Local Policy Interventions to Stop Rampant AI Data Center Expansion
This policy toolkit is primarily geared toward stopping, slowing, and restricting rampant data center development in the US at the local and state level. Our approach recognizes the extractive relationship between data centers and local communities: Hyperscale data centers deplete scarce natural resources, pollute local communities and increase the use of fossil fuels, raise energy […] The post North Star Data Center Policy Toolkit: State and Local Policy Interventions to Stop Rampant AI Data Center Expansion appeared first on AI Now Institute .
This policy toolkit is primarily geared toward stopping, slowing, and restricting rampant data center development in the US at the local and state level. Our approach recognizes the extractive relationship between data centers and local communities: Hyperscale data centers deplete scarce natural resources, pollute local communities and increase the use of fossil fuels, raise energy costs for everyday ratepayers, pull tax dollars away from community needs, and fail to deliver on overpromised economic developments.
This toolkit is intended to help organizers and policymakers identify the strongest possible actions. Recognizing that the North Star policy may not always be feasible, we also offer scaffolded protections that put people above corporate profits.
The toolkit provides concrete policy recommendations, primarily targeted toward jurisdictions in the US that do not yet have a data center in their community, or that are working to strengthen existing legislation or regulation to account for new hyperscaler proposals. The resource is organized into local and state policy recommendations to stop and restrict data center development.
How to use the toolkit:
-
The toolkit is intended as a menu of options to be analyzed in relation to local and state conditions.
-
Not every intervention will be feasible in every locality, state, or region due to differences in local and state laws, existing regulation, and political conditions.
-
The issue-specific recommendations (water, energy, air quality, and so on) can be used both to limit the impacts of data centers and to act as mechanisms to restrict data center development when they do not work in the community’s best interest.
-
We provide examples of existing or proposed policies, with notes indicating that they are very strong, strong, or weak. Please note that inclusion in this toolkit does not mean we endorse the example or specific language used. In cases where there is no strong example, we have consulted experts and community advocates to identify the North Star policy action, threshold, or quantitative targets.
Please reach out to the AI Now Institute at [email protected] with questions.
Sign in to highlight and annotate this article

Conversation starters
Daily AI Digest
Get the top 5 AI stories delivered to your inbox every morning.
More about
policyrestrict
Ben Armstrong of MIT on the Future of Work and Adapting to Technological Change
Ahead of ODSC AI East , specifically our new AI X Leadership Summit , we’re talking with the people who know how to make the most out of AI in business . These AI leaders have seen what works — and what doesn’t work — better than anyone, and we’re picking their brains so fellow AI decision-makers can learn from their experience. Today, we’re speaking with Ben Armstrong of MIT . Ben Armstrong is the executive director and a research scientist at MIT’s Industrial Performance Center , where he co-leads the Work of the Future initiative . His research and teaching examine how workers, firms, and regions adapt to technological change. His current projects include a national plan for the U.S. manufacturing workforce in partnership with the Department of Defense, as well as a regional playbook de
Knowledge Map
Connected Articles — Knowledge Graph
This article is connected to other articles through shared AI topics and tags.





Discussion
Sign in to join the discussion
No comments yet — be the first to share your thoughts!