Accountability in Algorithmic Systems: From Principles to Practice

Daricia Wilkinson, Kate Crawford, Hanna Wallach, Deborah Raji, Bogdana Rakova, Ranjit Singh, Angelika Strohmayer, Ethan Zuckerman

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
    223 Downloads (Pure)

    Abstract

    Growing concerns over the societal implications of artificial intelligence has motivated an interdisciplinary push towards mechanisms and tools that hold algorithmic systems accountable. Although there have been considerable strides around defining what it means to hold AI systems accountable, operationalizing those principles have created a barrage of challenges. Researchers, practitioners, and regulators have all raised concerns about the completeness of accountability methods and observed spikes in anxiousness about the potential risk of these tools being manipulated as rubber stamps of approval while harms continue to slip through the cracks. This interactive panel gathers researchers and practitioners with expertise in HCI, Responsible AI, Machine Learning, and Public Policy to critically discuss issues regarding accountability in algorithmic systems to reflect on potential opportunities for re-imagining scalable directions for accountability within these systems.
    Original languageEnglish
    Title of host publicationCHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems
    EditorsKaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters
    Place of PublicationNew York, NY, USA
    PublisherACM
    Pages1-4
    Number of pages4
    ISBN (Electronic)9781450394222
    DOIs
    Publication statusPublished - 19 Apr 2023
    EventACM CHI Conference on Human Factors in Computing Systems 2023 (CHI23) - Congress Center Hamburg, Hamburg, Germany
    Duration: 23 Apr 202328 Apr 2023
    https://chi2023.acm.org/

    Conference

    ConferenceACM CHI Conference on Human Factors in Computing Systems 2023 (CHI23)
    Abbreviated titleCHI23
    Country/TerritoryGermany
    CityHamburg
    Period23/04/2328/04/23
    Internet address

    Keywords

    • Accountability
    • algorithmic systems
    • artificial intelligence
    • responsible AI
    • policy

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