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  1. ArticleOpen access

    The people behind the label: working conditions in India's data annotation industry

    Prof. Daniel Okonkwo, Aisha Khan, Dr. Hannah Weiss

    Journal of AI Ethics & Society2025Computer Science52 citations

    Machine learning depends on annotation labour that its literature rarely describes. Drawing on 68 interviews with annotators and eleven with managers across nine firms in Bengaluru, Kochi and Bhubaneswar, we document a labour process organi…

    https://doi.org/10.53456/jaies.2025.7.4.401

  2. BookOpen access

    The Multilingual Classroom

    Prof. Suresh Nair, Dr. Ishita Barua

    Lighthouse Education2025Education & Language

    …lassroom procedure, and every procedure has been used in an Indian government school by one of the contributors. Includes reproducible assessment instruments in five languages, released open access so that they can be photocopied without an…

    https://doi.org/10.53456/book.2025.multilingual