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Most Cited Resources

The most influential research in AI governance with 500+ citations each. These foundational papers have shaped the field and continue to guide policy and practice.

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2,781
Top Citations
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Why This Collection Matters

Field-Defining

These papers have fundamentally shaped AI governance discourse and practice

Widely Recognized

Cited by researchers, policymakers, and practitioners globally

Foundational

Essential reading for understanding current AI governance approaches

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Academic Paper

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Conference Paper

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Minds and Machines (Springer)2020

The Ethics of AI Ethics: An Evaluation of Guidelines

Academic Paper2,781

Critical evaluation of over 80 AI ethics guidelines from around the world, examining their effectiveness, convergence, and implementation challenges.

GovernanceFairnessTransparency
Best for: Researcher, Enterprise, Public Sector
MLSys Conference Proceedings2022

Sustainable AI: Environmental Implications, Challenges and Opportunities

Conference Paper880

Characterizes carbon footprint of AI computing including manufacturing and operational emissions, proposing sustainable AI practices and metrics.

SustainabilityGovernanceAccountability
Best for: Enterprise, Researcher, Public Sector
European Journal of Information Systems2022

Algorithmic Bias: Review, Synthesis, and Future Research Directions

Academic Paper847

Comprehensive systematic review synthesizing research on algorithmic bias with integrated framework and agenda for future research directions.

FairnessTransparencyAccountability
Best for: Researcher, Enterprise, Public Sector
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