National Landscape · May 2026

Where does Northeastern
stand?

AI sustainability commitments and transparency across major US research universities. Data is illustrative — based on publicly available sustainability reports as of May 2026.

Northeastern ranks #1 on AI sustainability transparencyamong 10 peer institutions surveyed

AI Transparency Map — US Research Universities

Hover any circle for details. Larger circle = larger estimated AI footprint.

PublishedPartialNo Disclosure
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MITHarvardBUStanfordUCCMUU.GeorgiaUWNU← You are here

Legend

Published
Partial
No Disclosure

Circle size = AI carbon footprint

Boston cluster is jittered for visibility

Transparency Leaderboard

Ranked by sustainability transparency score. Ties broken by lower estimated footprint.

#UniversityEst. AI CarbonTransparencyMethodologyAction Taken
1

NortheasternThis project

Boston, MA

140t/yr
YesYes
2

UC Berkeley

Berkeley, CA

260t/yr
YesYes
3

Stanford

Palo Alto, CA

280t/yr
YesYes
4

Georgia Tech

Atlanta, GA

170t/yr
—Yes
5

MIT

Cambridge, MA

180t/yr
—Yes
6

UW Seattle

Seattle, WA

195t/yr
—Yes
7

CMU

Pittsburgh, PA

200t/yr
—Yes
8

Harvard

Cambridge, MA

220t/yr
—Yes
9

U. Michigan

Ann Arbor, MI

190t/yr
—No
10

BU

Boston, MA

95t/yr
—No

Footnote: Transparency scores are based on publicly available sustainability reports as of May 2026. AI-specific carbon data is not yet systematically published by most institutions — this represents a significant gap in higher education sustainability reporting. All footprint figures are illustrative estimates derived from published research on AI energy use scaled by estimated campus size and AI adoption rates. They are not confirmed by the institutions listed.

The opportunity

Northeastern has the opportunity to be the first major research university to publish a comprehensive, methodology-driven AI carbon report.

This dashboard is the prototype. The research agenda is ready. The data infrastructure exists. What's missing is institutional commitment — and a student team to build it.

Readiness Assessment

  • Live prototype
  • Documented methodology
  • Identified data sources
  • Research questions scoped
  • IT partnership
  • Institutional endorsement
  • Formal funding
Readiness4 of 7
1st
to publish real-time AI carbon data
1,000+
AASHE member institutions watching for a framework
3 mo.
to first publishable baseline with seed funding
NUCarbon

Built for Davis Bookhart, Senior Advisor for Sustainability, Northeastern University — May 6, 2026

Open Source

Prototype · Not official NU data