CORNELL UNIVERSITY May 18–20, 2026

Community-Centered AI

Methodological Innovations for Environmental Justice, Labor Equity, and Data Sovereignty

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The Community-Centered AI Thought Summit addresses the urgent need to reimagine artificial intelligence development away from extractive, environmentally harmful practices toward community-controlled approaches that center environmental justice and data sovereignty.

Bringing together researchers, practitioners, and community members, this three-day convening will tackle AI's core problems — its massive carbon footprint, displacement of local expertise, and violations of community consent — through collaborative workshops and intervention-generating discussions.

With sponsorship from

Cornell AI Initiative
Cornell Bowers College of Computing and Information Science
Cornell Center for Social Sciences
Atkinson Center for Sustainability
Einhorn Center for Community Engagement
Southeast Asia Program

Schedule

Mon, May 18121 Atkinson Hall
15 min
WelcomeThorsten Joachims, Vice Provost for Artificial Intelligence Strategy
35 min
5-minute Lightning Talksdanah boyd · Sasha Costanza-Chock · Richard Kiely · Susan Wyche · Joy Ming
30 min
Small Group DiscussionFacilitators: Anne Byrne · Cristobal Cherye · Ginny Doellgast · Jessica Ratcliff · Maria Goula · Malte Ziewitz · Duarte Santo
90 min
Small Group DiscussionsParticipants bring cases, identify contradictions, and surface what the field is missing, to generate the raw material for a co-authored white paper on AI and communities.
FacilitatorsLaura Cortés-Rico · Eve Devillers · Sierra Hicks · Bya Rodrigues · Ashira Mawji · Yeonju Jang · Daniel Mwesigwa · Mohammed Alrizqi
30 min
5-minute Lightning TalksDuarte Santo · Natalia Gonzalez · Madeleine Daepp · Leif Weatherby · Sarah Fox
60 min
Panel DiscussionDana Calacci · Spencer Lyons · Abre' Conner · Eric Gordon · Maciej Ceglowski
90 min
Working group discussionsUsing the Hough-Norwood neighborhood of East Cleveland as a design challenge, this session asks participants to move from critique to construction, imagining what AI systems designed, owned, and governed by communities facing environmental injustice could actually look like.
FacilitatorsRia Kalluri · Cristobal Cherye · Nikhit Agrawal · Malte Ziewitz · Ranjit Singh · Eric Nost · Chris Csikszentmihalyi · Duarte Santo

Click any session to expand details. Sessions are by invitation only unless marked Open to Public.

Participants & Facilitators

Invited Participants

Graduate Students

Community-Centered AI: A Methodological Framework

This white paper synthesizes the collective findings of the Thought Summit, offering a practical framework for researchers and practitioners who want to develop AI systems that serve rather than exploit the communities most affected by environmental and social inequities.

Read the White Paper →
White Paper Preview

Travel & Logistics

Venues

Atkinson Hall, Cornell University

College of Computing and Information Science

Getting to Campus

On Foot

Campus is approximately 40 minutes walk from downtown Ithaca. The walk to campus is uphill but scenic--take Cascadilla Trail for a beautiful gorge walk (rocky in places).

Bus #10

Take the TCAT #10 bus from Seneca St downtown. Fare is $1.50 (accepts cards). Ride to campus takes about 10 minutes. Get off near Goldwin Smith Hall or Sage Hall — both are a short walk from the Computing and Information Science Building; about a 10 min walk from Atkinson Hall.

Taxi / Rideshare

Uber is available in Ithaca. Expect a 5–10 minute ride from downtown to campus.

Parking on Campus

If you want to drive to campus, the Peterson Lot on Tower Rd is nearest to Atkinson Hall and Hoy Garage is nearest to the CIS Building. You'll need to download and pay via the ParkMobile app and park in spaces designated for ParkMobile. Cost is around $10-12/day.

Hotel

🏨
Ithaca Marriott Downtown on the Commons

Located on the Ithaca Commons in downtown. A short bus ride to campus. If you're arriving at ITH Airport, you can call the hotel at 607.272.2222 to request a shuttle pickup on arrival. Check in: 4pm. Check out: 11am

Hotel valet parking: $30/day+tax

Self parking: $12/day, Green Street Garage (126 E Green St) or Cayuga Street Garage (235S N Cayuga St)

View Hotel →

Other Locations

Liquid State Brewing Company

Dinner on Sunday evening, 5:30-7:30pm.

Join us for pizza and drinks if you are in town!

Personal Best Brewing

Summit dinner & drinks venue - Monday, May 18, 6-8pm

Argos Inn

Summit dinner and drinks venue - Tuesday, May 19, 6:30-8:30pm

Coffee

Breakfast will be available at our summit venue from 8-9am each day.

If you're looking for an earlier breakfast or coffee, Monks at the Marriott, Collegetown Bagels, Press Cafe, Bank Coffee, and Paris Baguette are nearby options.

Gimme Coffee in Gates Hall on campus is also open from 8am-4pm.