Research & Publications
Evidence for Better AI Decisions. Research for Stronger Organizations.
The Human Agency in AI Council develops independent, multidisciplinary research connecting artificial intelligence, human judgment, organizational capability, governance, and responsible innovation.
Our work translates academic knowledge, professional experience, and real-world evidence into practical guidance for boards, executives, institutions, and professionals responsible for consequential AI decisions.
We examine not only what artificial intelligence can do, but how organizations can adopt it without weakening human expertise, accountability, institutional knowledge, or meaningful human control.
Independent
Our research is developed independently of technology vendors, political interests, and commercial platforms.
Multidisciplinary
We integrate perspectives from AI, governance, organizational behavior, neuroscience, law, ethics, business strategy, risk, and human capital.
Evidence-Based
Our work draws from credible research, professional experience, case evidence, organizational data, and structured review.
Action-Oriented
We translate findings into executive guidance, practical frameworks, assessments, and implementation priorities.
Research Priorities
Human Judgment and Decision-Making
Research on how AI affects critical thinking, professional expertise, decision ownership, cognitive dependency, and the quality of organizational judgment.
AI Governance and Executive Accountability
Research on oversight, decision rights, escalation, board responsibility, risk management, and meaningful human control.
Human-AI Collaboration
Research on how people and AI systems can work together to improve performance without displacing human responsibility, expertise, or autonomy.
Organizational Capability and Institutional Knowledge
Research on workforce readiness, professional learning, knowledge retention, organizational memory, and the capabilities required in AI-enabled environments.
Trust, Transparency, and Responsible Innovation
Research on explainability, confidence, legitimacy, fairness, ethics, stakeholder trust, and responsible technological development.
Sustainable Organizational Performance
Research connecting responsible AI adoption with productivity, resilience, employee capability, operational effectiveness, and long-term value.
Publication formats
Council White Papers
Substantive research examining consequential questions in human agency, AI governance, organizational capability, and responsible adoption.
Executive Briefings
Concise, decision-focused guidance for boards, executives, governance committees, and institutional leaders.
Applied Research
Research examining organizational challenges, cases, capabilities, practices, frameworks, tools, and outcomes.
Council Perspectives
Independent analysis of emerging issues, organizational risks, public debates, professional responsibilities, and developments in artificial intelligence.
A growing collection of Council white papers, executive briefings, applied research, and independent perspectives.
How Council Research Is Developed
Question Definition
Research begins with a consequential organizational, human, governance, or policy question.
Evidence Review
Contributors examine relevant academic research, professional evidence, organizational experience, and available data.
Multidisciplinary Analysis
Specialists from complementary disciplines evaluate the question from different perspectives.
Professional Review
Drafts are reviewed for evidence, logic, clarity, relevance, attribution, and potential conflicts of interest.
Executive Translation
Findings are translated into practical implications for boards, executives, institutions, and professionals.
Publication and Application
Research may be published as a white paper, executive briefing, applied study, Council perspective, framework, tool, or organizational resource.
From Research to Practice
Test the Ideas
Use the AI Lab to assess AI implementation, explore improvement scenarios, and translate research into organizational action.
Council Research Agenda
Foundational White Paper
Preserving Human Judgment in AI-Enabled Organizations
Examines how organizations can use artificial intelligence without weakening critical thinking, professional expertise, accountability, or decision ownership.
In Development
Executive Briefing
AI Governance for Boards and Executive Leadership
Practical guidance on oversight, accountability, risk escalation, human review, and responsible AI adoption.
Forthcoming
Applied Framework
Human Judgment and Decision Accountability Framework
A practical framework for evaluating how human judgment, expertise, responsibility, and meaningful control are preserved in AI-supported decisions.
In Development
Council perspective
Human Values by Design, Not by Default
An examination of how dignity, fairness, responsibility, autonomy, and meaningful human oversight can be incorporated throughout the AI lifecycle.
Forthcoming
Research That Informs Action
Board and Executive Governance
Research informing oversight, decision rights, accountability, risk priorities, and leadership responsibility.
Organizational Assessments
Research on AI readiness, governance, workforce preparedness, human oversight, and institutional risk.
Executive Education
Research translated into briefings, workshops, roundtables, and leadership programs.
Advisory and Consulting
Evidence supporting AI strategy, governance structures, organizational change, implementation, and performance.
Institutional & Academic Partnerships
Collaborative research, educational initiatives, organizational studies, and professional knowledge exchange.
Public & Professional Dialogue
Research supporting conferences, policy discussion, professional standards, and responsible innovation.
Research Integrity & Publication Standards
Council publications are guided by standards designed to protect quality, credibility, transparency, independence, and responsible professional practice.
Clear Authorship and Contributor Attribution
Appropriate References and Evidence
Disclosure of Material Conflicts of Interest
Multidisciplinary Professional Review
Distinction Between Evidence, Interpretation, and Recommendation
Protection of Confidential Information
Correction and Revision Procedures
Transparent Publication Status
Responsible Use of Artificial Intelligence in Research Development
Contribute to Council Research
For Institutions
We help organizations of all sizes govern AI strategically—protecting human judgment, empowering experts, and advancing responsible, sustainable value.
For Professionals
Join a selective council of senior professionals contributing to research, publications, advisory initiatives, education, and project-based collaboration.