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Integrating Artificial Intelligence in Scientific Practice: Explicable AI as an Interface
Philosophy and Technology 35 (3):1-5 (2022)
Abstract
A recent article by Herzog provides a much-needed integration of ethical and epistemological arguments in favor of explicable AI in medicine. In this short piece, I suggest a way in which its epistemological intuition of XAI as “explanatory interface” can be further developed to delineate the relation between AI tools and scientific research.Author's Profile
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Citations of this work
Explainability, Public Reason, and Medical Artificial Intelligence.Michael Da Silva - 2023 - Ethical Theory and Moral Practice 26 (5):743-762.
References found in this work
Artificial Intelligence and Black‐Box Medical Decisions: Accuracy versus Explainability.Alex John London - 2019 - Hastings Center Report 49 (1):15-21.
Critiquing the Reasons for Making Artificial Moral Agents.Aimee van Wynsberghe & Scott Robbins - 2019 - Science and Engineering Ethics 25 (3):719-735.
Critiquing the Reasons for Making Artificial Moral Agents.Aimee van Wynsberghe & Scott Robbins - 2018 - Science and Engineering Ethics:1-17.
Scientific Exploration and Explainable Artificial Intelligence.Carlos Zednik & Hannes Boelsen - 2022 - Minds and Machines 32 (1):219-239.
Conceptual challenges for interpretable machine learning.David S. Watson - 2022 - Synthese 200 (2):1-33.
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