skip to main content
opinion
Free Access

Responsible AI: bridging from ethics to practice

Published:26 July 2021Publication History
Skip Abstract Section

Abstract

Recommendations for increasing the benefits of artificial intelligence technologies.

References

  1. Baeza-Yates, R. Bias on the Web. Commun. ACM 61, 6 (June 2018), 54--61.Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Computing Research Association. Assured Autonomy: Path toward living with autonomous systems we can trust. Washington, D.C. (Oct. 2020); https://bit.ly/3weGL9WGoogle ScholarGoogle Scholar
  3. Fjeld, J. et al. Principled artificial intelligence: Mapping consensus in ethical and rights-based approaches to principles for AI. Berkman Klein Center Research Publication, (2020-1); https://bit.ly/358NYfNGoogle ScholarGoogle Scholar
  4. IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems, First Edition. IEEE (2019); https://bit.ly/3gaBrigGoogle ScholarGoogle Scholar
  5. Larouzee, J. and Le Coze, J.C. Good and bad reasons: The Swiss cheese model and its critics. Safety Science, 126, 104660 (2020); https://bit.ly/3izZ8CaGoogle ScholarGoogle Scholar
  6. Landwehr, C. We need a building code for building code. Commun. ACM 58, 2 (Feb. 2015), 24--26.Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Shneiderman, B. Human-centered artificial intelligence: Reliable, safe and trustworthy. International Journal of Human Computer Interaction 36, 6 (2020), 495--504; https://bit.ly/3gaUetzGoogle ScholarGoogle ScholarCross RefCross Ref
  8. Shneiderman, B. Bridging the gap between ethics and practice: Guidelines for reliable, safe, and trustworthy Human-Centered AI Systems, ACM Transactions on Interactive Intelligent Systems 10, 4, Article 26 (2020); https://bit.ly/3xisPffGoogle ScholarGoogle ScholarDigital LibraryDigital Library
  9. Slayton, R. and Clark-Ginsberg, A. Beyond regulatory capture: Coproducing expertise for critical infrastructure protection. Regulation & Governance 12, 1 (2018), 115--130; https://bit.ly/3xbhjSKGoogle ScholarGoogle ScholarCross RefCross Ref
  10. U.S. White House. American Artificial Intelligence Initiative: Year One Annual Report. Office of Science and Technology Policy (2020); https://bit.ly/2Tl6sXTGoogle ScholarGoogle Scholar
  11. von Wangenheim, C.G. et al. Creating software process capability/maturity models. IEEE Software 27, 4 (2010), 92--94.Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. Vought, R.T. Guidance for Regulation of Artificial Intelligence Applications. U.S. White House Announcement, Washington, D.C. (Feb. 11, 2019); https://bit.ly/35bhlxTGoogle ScholarGoogle Scholar
  13. Wachter, S., Mittelstadt, B., and Russell, C. Counterfactual explanations without opening the black box: Automated decisions and the GDPR. Harvard Journal of Law and Technology 31 (2017), 841--887.Google ScholarGoogle Scholar
  14. Weld, D.S. and Bansal, G. The challenge of crafting intelligible intelligence. Commun. ACM 62, 6 (June 2019), 70--79.Google ScholarGoogle ScholarDigital LibraryDigital Library

Index Terms

  1. Responsible AI: bridging from ethics to practice

        Recommendations

        Comments

        Login options

        Check if you have access through your login credentials or your institution to get full access on this article.

        Sign in

        Full Access

        • Published in

          cover image Communications of the ACM
          Communications of the ACM  Volume 64, Issue 8
          August 2021
          116 pages
          ISSN:0001-0782
          EISSN:1557-7317
          DOI:10.1145/3477555
          Issue’s Table of Contents

          Copyright © 2021 Owner/Author

          Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

          Publisher

          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 26 July 2021

          Check for updates

          Qualifiers

          • opinion
          • Popular
          • Un-reviewed

        PDF Format

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        HTML Format

        View this article in HTML Format .

        View HTML Format