Researcher

Mary L. Gray

Also known as Mary Gray

Mary Gray is an anthropologist and media scholar who studies the hidden human labor behind artificial intelligence, and the founder of The Resolve Institute, a public benefit corporation for community-driven AI. Trained in anthropology, she earned a PhD in communication at UC San Diego in 2004 and joined Indiana University, where her 2009 book Out in the Country won the Ruth Benedict Prize. After joining Microsoft Research in 2012, she co-wrote Ghost Work (2019) with computer scientist Siddharth Suri, a study of the content moderators, data labelers and other on-demand workers that AI systems depend on. The MacArthur Foundation named her a fellow in 2020, and she served on the standing committee of Stanford's One Hundred Year Study on Artificial Intelligence for its 2021 report. Today she leads Project Resolve as principal investigator and is a faculty associate at Harvard's Berkman Klein Center and a visiting research affiliate at MIT.

Born
1969

Years link to their sources.

Timeline

  1. 1992–2004

    Anthropology and a UCSD doctorate

    She earns a BA in anthropology and Native American studies at the University of California, Davis in 1992 and an MA in anthropology at San Francisco State University in 1999. Her master's thesis on queer youth narratives becomes the subject of her first book, In Your Face: Stories from the Lives of Queer Youth (1999). In 2004, she completes a PhD in communication at UC San Diego under the direction of Susan Leigh Star.

  2. 2004–2009

    Out in the Country at Indiana

    She joins the faculty of Indiana University in 2004. Her 2009 book Out in the Country: Youth, Media, and Queer Visibility in Rural America studies how queer young people in rural Southeast Appalachia use digital media to negotiate identity and find community. In 2009, the book wins the American Anthropological Association's Ruth Benedict Prize and the American Sociological Association's Sexualities Studies Book Award.

  3. 2012–2015

    Microsoft Research and Berkman Klein

    She becomes affiliated with Microsoft Research in 2012. In September 2015, as a senior researcher there, she joins Harvard's Berkman Klein Center for Internet & Society as a fellow and plans summits that bring researchers and digital workers together on policy for crowdwork.

  4. 2019

    Ghost Work with Siddharth Suri

    In 2019, she and computer scientist Siddharth Suri publish Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass, about the on-demand workers who moderate content, label data and do other tasks that AI systems depend on. Built on thousands of surveys and interviews with workers in the United States and India, the book traces what she calls the “paradox of automation’s last mile.” It wins the McGannon Center for Communication Research Book Prize in 2019.

  5. 2020–2021

    MacArthur Fellow and AI100 member

    In February 2020, she is named to California Governor Gavin Newsom's Council of Economic Advisors. The MacArthur Foundation names her a 2020 fellow for investigating how labor, identity, and human rights are transformed by the digital economy. She serves on the Standing Committee of Stanford's One Hundred Year Study on Artificial Intelligence for its 2021 report, Gathering Strength, Gathering Storms.

  6. 2021–2022

    The Banality of Scale

    In 2021, she gives a NeurIPS invited talk, “The Banality of Scale: A Theory on the Limits of Modeling Bias and Fairness Frameworks for Social Justice,” which applies design justice principles to community-based organizations serving Black and Latinx communities in North Carolina. In September 2022, she is a Rockefeller Foundation resident at Bellagio, where she works on her book Banality of Scale: An Anthropologist’s Fieldguide to the Future of Computing.

  7. By 2025

    Project Resolve in North Carolina

    As a senior principal researcher at Microsoft Research, she works on Project Resolve, a collaboration with four North Carolina community-based organizations that builds the Healthy Community Hub, a digital resource for health equity. In May 2025, she presents Project Resolve at Boston University as a longitudinal case study of AI innovation built with community-based organizations.

  8. As of October 2026

    Founding the Resolve Institute

    She spends nearly 15 years as a senior principal researcher at Microsoft Research, where she founds and for more than a decade chairs the Microsoft Research IRB and Ethics Review Program, a federally registered institutional review board. She then founds The Resolve Institute, a public benefit corporation dedicated to secure, community-driven AI. As of October 2026, she is principal investigator of Project Resolve, a visiting research affiliate at MIT, a faculty associate at Harvard's Berkman Klein Center and a faculty member in Indiana University's Luddy School of Informatics, Computing, and Engineering.

Career

  1. Since 2026The Resolve InstituteFounder
  2. Since 2004Indiana UniversityFaculty member
  3. NowMassachusetts Institute of TechnologyVisiting research affiliate
  4. From 2020State of CaliforniaMember
  5. 2012–2026Microsoft ResearchSenior principal researcher

Education

  1. 2004University of California, San DiegoPhD in communication
  2. 1999San Francisco State UniversityMA in anthropology
  3. 1992University of California, DavisBA in anthropology and Native American studies

Sources and credits

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  1. Mary L. Gray - Wikipedia en.wikipedia.org. Checked 20 October 2026.
  2. Mary L. Gray - MacArthur Foundation macfound.org. Checked 20 October 2026.
  3. Biography marylgray.org. Checked 20 October 2026.
  4. Welcome New Fellows: William Li and Mary Gray | Berkman Klein Center cyber.harvard.edu. Checked 20 October 2026.
  5. The Robots are Coming, but We’ll Still Have a Global Digital Underclass | Council on Foreign Relations cfr.org. Checked 20 October 2026.
  6. Mary Gray announced as member of Governor Gavin Newsom's Council of Economic Advisors | Berkman Klein Center cyber.harvard.edu. Checked 20 October 2026.
  7. Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report ai100.stanford.edu. Checked 20 October 2026.
  8. NeurIPS Invited Talk The Banality of Scale: A Theory on the Limits of Modeling Bias and Fairness Frameworks for Social Justice (and other lessons from the Pandemic) nips.cc. Checked 20 October 2026.
  9. Mary L. Gray on the Power of AI Access for All of Humanity | RF rockefellerfoundation.org. Checked 20 October 2026.
  10. Project Resolve and the Healthy Community Hub Deploy Data Science that Works for Communities - data.org data.org. Checked 20 October 2026.
  11. MAY 14: Health Data Science Distinguished Speaker Series: Dr. Mary L. Gray, Microsoft Research | Center for Health Data Science sites.bu.edu. Checked 20 October 2026.
  12. Mary L. Gray | Berkman Klein Center cyber.harvard.edu. Checked 20 October 2026.