About GRAIL

GRAIL is a non-profit, university-affiliated research center focused on fostering interdisciplinary collaboration, empowering students, and driving rigorous research that answers critical questions facing policymakers and practitioners.

Our mission and focus

The Governance and Responsible AI Lab (GRAIL) supports research on the social, ethical, and governance implications of artificial intelligence and other emerging or impactful technologies. GRAIL brings together faculty, students, and partners interested in collaborative research, sharing ideas across disciplines and sectors, and producing rigorous and impactful, policy-relevant work on the topic of AI.

At GRAIL, our foundational pillars are Governance and Responsibility, in the context of AI and other emerging or impactful technologies.

  • Governance is broader than public policy and politics, and refers to the collective effort to understand, regulate, or manage an issue, inclusive of efforts by policymakers, regulators, industry bodies, companies, media watchdogs, professional organizations, and civil society organizations as well as of individuals themselves. 
  • Responsibility refers to social, ethical, policy, and legal implications that affect individuals, communities, society, or the natural world.
  • Finally, while our core focus is on AI (intelligent systems, automation, etc.) we are broadly dedicated to understanding emerging technologies or established technologies that affect the public interest and can benefit from rigorous research.

      What makes us unique

      GRAIL researchers are amongst the earliest scholars in the fields of AI policy and AI ethics, dating back to the 2000s. While several excellent university-affiliated or academic think tanks related to AI exist, many of the most prominent such organizations focus primarily on computer science/technical research, or on strategic international dimensions of AI, such as international competition.

      • At GRAIL, we have special expertise in social and domestic policy dimensions of AI, such as the role of AI in education, criminal justice, misinformation, and the future of work. We are fortunate to have fostered some of the first research in public policy, public administration, and political science applying rigorous theoretical and methodological approaches to study AI, published in leading journals of these and other fields.
      • We bring a strong interdisciplinary and multi-sectoral lens, with experts in political science, policy, business, design, computer science, criminology, education, law, human-computer interaction, and more. We work closely with individuals and organizations in civil society, media, industry, and government.
      • Mentorship, collaboration, and community are the heart of what we do, and our undergraduate and graduate students take on major roles as leaders. While we seek to positively impact policy and practice, GRAIL is at heart a "lab."

      Hosted at Purdue University

      GRAIL is hosted in the Department of Political Science in Purdue University's College of Liberal Arts. We are affiliated with the CL@I Initiative and with Purdue's Institute for Physical AI (IPAI).

      How can I get involved?

      There are many ways to be engaged with GRAIL. Faculty, students, and researchers drive our core work. Our supporters in the public and private sector help inform, implement, and fund our research. And our partners in civil society help achieve our collective mission. See more below about opportunities for engagement.

      Researchers and Students

      Questions that GRAIL Addresses

      • What are the social and ethical implications of algorithms used in domains such as criminal justice, education, manufacturing, healthcare, and finance?
      • How do policymakers at the federal, state, and local levels understand AI, its benefits and risks, and policy solutions?
      • How are government, industry, and civil society governing AI? What role do members of the public, including vulnerable and underrepresented groups, have in these processes?
      • How does use of automated decision systems in government impact factors like service quality, interactions with citizens, perceived legitimacy, and citizen trust?
      • How do emerging technologies and digital communication between citizens and government impact features of democratic governance such as responsiveness, representation, and procedural justice?

      Industry and Civil Society

      GRAIL realizes many programs that each have their individual concerns and questions to answer that consist of a team of people

      Programs:

      The AI Governance and Regulatory Archive (AGORA)

      Political Deepfakes Incidence Database

      AI Survey Hub for Attitudes and Research Exchange (AI SHARE)

      Police Accountability Project

      Innovation, Ethics, and Public Participation: How do US State Legislators View AI Policy?

      Impact of Generative AI on Political Communication

      Comparing Public, Policymaker, and AI Expert Attitudes

      Validating an AI Literacy Instrument in the US, UK, and Germany

      The Emergence of the AI Ethics Auditing Ecosystem

      Ethics of LLM in Teaching and Learning

      Impact of AI Ethics Signals on Consumer Trust

      Ethical Considerations for AI in Human Resource Management

      AI Ethics in Education Systematic Literature Review

      AI Ethics and Governance Career Pathways

      Open-Ended Responses and Synthetic Samples for Experimental Design

      Partnerships

      GRAIL is a worldwide effort that redeems itself through the connection between various non-profit and for-profit groups (listed below)

      The idea is to work together in a controlled environment in which Artificial Intelligence can take place and display its potential.

      Here are universities that GRAIL works with:

      Purdue University

      Cornell University

      University of Dayton, Ohio

      University of Edinburgh

      Emory University

      Univerisdad Europea

      Georgetown University

      Federal University of Paraná

      University of Pennsylvania

      Puget Sound University

      Ruhr University Bochum

      Saint Mary's University

      University of South Carolina

      University of Utah

      Virginia Commonwealth University

      Partners (non-profit and alike)

      Responsible AI Institute

      ForHumanity

      Ethical AI Governance Group

      NIST - Center for AI Standards and Innovation

      Academic Alliance for AI Policy

      Montreal AI Ethics Institute,

      Center for Security and Emerging Technology

      Funders

      Google Research

      National Institute of Justice

      Arnold Ventures

      U.S. National Science Foundation (NSF)

      Future of Life Institute

      Overall, GRAIL is accepting of a variety of viewpoints and decisions in the field of AI.

      Policy & Society

      GRAIL engages policymakers at all levels by providing research, shaping regulation, and offering evidence-based guidance.

      Policy Engagement

      GRAIL actively contributes to AI governance through leadership roles, regulatory support, and public outreach.

      We serve as Steering Committee leads for the Academic Alliance for AI Policy (AAAIP), and we are members of the new NIST AI Safety Institute Consortium (AISIC). Our policy engagement also includes advising on the EU General-Purpose AI Code of Practice, and leading workshops with Indiana legislators on AI governance trends. GRAIL researchers have further contributed to initiatives such as SAIL-GOV and the National Academy of Sciences report on local government AI.

      Public Commentary

      GRAIL members shape public understanding of AI through commentary in leading outlets. Our co-directors have published widely, including in Brookings Institution, The London School of Economics and Political Science (LSE), and The Conversation, while the lab’s AI Policy Corner series with the Montreal AI Ethics Institute (MAIEI) highlights emerging issues at the intersection of technology, society, and governance.

      Education

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      Our history

      Our history

      GRAIL launches in 2022

      GRAIL unites researchers to study the social, ethical, and governance implications of AI.

      Our faculty

      Passionate mentors

      We have more than a dozen faculty from 6 universities and a wide range of disciplines.

      Our students

      Building tomorrow's impact

      Students gain real-world experience presenting research and shaping AI policy debates.

      Moving forward...

      Expanding impact

      GRAIL keeps growing as a hub for rigorous, policy-relevant research on responsible AI.

      Get Involved

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      What will you learn?

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      Get Involved

      Our guiding values

      Commitment - eLearner X Webflow Template

      Centering collaboration and collegiality

      Accessibility - eLearner X Webflow Template

      Fostering interdisciplinarity and cross-sectoral engagement

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      Understanding the broader contexts in which we work, and addressing meaningful problems

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      Taking care of ourselves and each other

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      Supporting students and faculty goals, whatever those may be

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      Recognizing and celebrating one another

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      Advancing rigor and fair-mindedness in AI research, regardless of approach

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      Advancing public, industry, and policy Impact

      What we do

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      All-lab meetings

      We meet semi-weekly in-person (and online) to discuss research, reflect on policy events, hear from guest speakers, and receive feedback on in-progress projects

      Accessibility - eLearner X Webflow Template

      Vertically-integrated projects

      Undergraduate and graduate students work with faculty in a vertical mentorship structure via research projects that meet weekly, as part of interdisciplinary teams

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      Education

      We develop and teach courses, degree programs, and other educational opportunities for students, policymakers, and other professionals

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      Public and policy engagement

      We share findings and best practices with academics, practitioners, policymakers, journalists, and the general public to drive positive impact

      We would love to hear from you

      We work with policymakers, leading companies and civil society organizations, journalists, and researchers around the globe. Please reach out if you share our mission.