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Integrating Artificial Intelligence in Scientific Practice: Explicable AI as an Interface

Ratti, Emanuele (2022) Integrating Artificial Intelligence in Scientific Practice: Explicable AI as an Interface. Philosophy & Technology, 35.

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Abstract

A recent article by Herzog provides a much-needed integration of ethical and epistemological arguments in favor of explicable AI (XAI) in medicine. In this short piece, I suggest a way in which his epistemological intuition of XAI as “explanatory interface” can be further developed to delineate the relation between AI tools and scientific research.


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Item Type: Published Article or Volume
Creators:
CreatorsEmailORCID
Ratti, Emanuelemnl.ratti@gmail.com0000-0003-1409-8240
Additional Information: Penultimate version, available open access at Philosophy & Technology
Keywords: Explainable AI Explicable AI Scientifc practice Diagnosis Artificial Intelligence
Subjects: Specific Sciences > Computer Science
Specific Sciences > Artificial Intelligence
Specific Sciences > Artificial Intelligence > Machine Learning
Specific Sciences > Medicine
Depositing User: Dr Emanuele Ratti
Date Deposited: 08 Jul 2022 04:11
Last Modified: 08 Jul 2022 04:11
Item ID: 20845
Journal or Publication Title: Philosophy & Technology
Official URL: https://link.springer.com/article/10.1007/s13347-0...
DOI or Unique Handle: https://doi.org/10.1007/s13347-022-00558-8
Subjects: Specific Sciences > Computer Science
Specific Sciences > Artificial Intelligence
Specific Sciences > Artificial Intelligence > Machine Learning
Specific Sciences > Medicine
Date: 2022
Volume: 35
URI: https://philsci-archive-dev.library.pitt.edu/id/eprint/20845

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