Explanation needs and ethical demands: unpacking the instrumental value of xai

HIGHLIGHTS

  • What: The authors propose an initial and basic typology of four categorically different typically ascribed purposes of XAI: Functional ends (developing AI, e_g, debugging) Epistemic ends (researching with AI, e_g, generating knowledge) Economic ends (deploying AI, e_g, ensuring users` satisfaction) Ethical, political, and/or legal demands (governing AI, e_g, meeting AI codes, regulations, law) The authors focus on the third and fourth types of ends which give thought to deploying AI technologies in the real world, beyond laboratory settings in research and development. By raising these questions, the authors aim to draw attention to the following discrepancy . . .

     

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