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  1. Article

    Open Access

    Human Autonomy at Risk? An Analysis of the Challenges from AI

    Autonomy is a core value that is deeply entrenched in the moral, legal, and political practices of many societies. The development and deployment of artificial intelligence (AI) have raised new questions about...

    Carina Prunkl in Minds and Machines (2024)

  2. Article

    Open Access

    Algorithmic profiling as a source of hermeneutical injustice

    It is well-established that algorithms can be instruments of injustice. It is less frequently discussed, however, how current modes of AI deployment often make the very discovery of injustice difficult, if not...

    Silvia Milano, Carina Prunkl in Philosophical Studies (2024)

  3. No Access

    Chapter and Conference Paper

    LUCID–GAN: Conditional Generative Models to Locate Unfairness

    Most group fairness notions detect unethical biases by computing statistical parity metrics on a model’s output. However, this approach suffers from several shortcomings, such as philosophical disagreement, mu...

    Andres Algaba, Carmen Mazijn, Carina Prunkl in Explainable Artificial Intelligence (2023)

  4. No Access

    Article

    Human autonomy in the age of artificial intelligence

    Current AI policy recommendations differ on what the risks to human autonomy are. To systematically address risks to autonomy, we need to confront the complexity of the concept itself and adapt governance solu...

    Carina Prunkl in Nature Machine Intelligence (2022)

  5. No Access

    Chapter and Conference Paper

    Is There a Trade-Off Between Human Autonomy and the ‘Autonomy’ of AI Systems?

    Autonomy is often considered a core value of Western society that is deeply entrenched in moral, legal, and political practices. The development and deployment of artificial intelligence (AI) systems to perfor...

    Carina Prunkl in Philosophy and Theory of Artificial Intelligence 2021 (2022)