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How AI tools can—and cannot—help organizations become more ethical

In this paper, we argue that we cannot expect that AI systems—even given more data or better computational resources—will be more ethical than the humans who develop, deploy and use them. As such, we advocate that it is necessary to retain the responsibility for ethical decision-making in human hand...

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Detalles Bibliográficos
Autores principales: De Cremer, David, Narayanan, Devesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324517/
https://www.ncbi.nlm.nih.gov/pubmed/37426304
http://dx.doi.org/10.3389/frai.2023.1093712
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author De Cremer, David
Narayanan, Devesh
author_facet De Cremer, David
Narayanan, Devesh
author_sort De Cremer, David
collection PubMed
description In this paper, we argue that we cannot expect that AI systems—even given more data or better computational resources—will be more ethical than the humans who develop, deploy and use them. As such, we advocate that it is necessary to retain the responsibility for ethical decision-making in human hands. In reality, however, human decision-makers currently do not have the ethical maturity to meaningfully take on this responsibility. So, what to do? We develop the argument that to broaden and strengthen the ethical upskilling of our organizations and leaders, AI has a crucial role to play. Specifically, because AI is a mirror that reflects our biases and moral flaws back to us, decision-makers should look carefully into this mirror—taking advantage of the opportunities brought about by its scale, interpretability, and counterfactual modeling—to gain a deep understanding of the psychological underpinnings of our (un)ethical behaviors, and in turn, learn to consistently make ethical decisions. In discussing this proposal, we introduce a new collaborative paradigm between humans and AI that can help ethically upskill our organizations and leaders and thereby prepare them to responsibly navigate the impending digital future.
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spelling pubmed-103245172023-07-07 How AI tools can—and cannot—help organizations become more ethical De Cremer, David Narayanan, Devesh Front Artif Intell Artificial Intelligence In this paper, we argue that we cannot expect that AI systems—even given more data or better computational resources—will be more ethical than the humans who develop, deploy and use them. As such, we advocate that it is necessary to retain the responsibility for ethical decision-making in human hands. In reality, however, human decision-makers currently do not have the ethical maturity to meaningfully take on this responsibility. So, what to do? We develop the argument that to broaden and strengthen the ethical upskilling of our organizations and leaders, AI has a crucial role to play. Specifically, because AI is a mirror that reflects our biases and moral flaws back to us, decision-makers should look carefully into this mirror—taking advantage of the opportunities brought about by its scale, interpretability, and counterfactual modeling—to gain a deep understanding of the psychological underpinnings of our (un)ethical behaviors, and in turn, learn to consistently make ethical decisions. In discussing this proposal, we introduce a new collaborative paradigm between humans and AI that can help ethically upskill our organizations and leaders and thereby prepare them to responsibly navigate the impending digital future. Frontiers Media S.A. 2023-06-22 /pmc/articles/PMC10324517/ /pubmed/37426304 http://dx.doi.org/10.3389/frai.2023.1093712 Text en Copyright © 2023 De Cremer and Narayanan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Artificial Intelligence
De Cremer, David
Narayanan, Devesh
How AI tools can—and cannot—help organizations become more ethical
title How AI tools can—and cannot—help organizations become more ethical
title_full How AI tools can—and cannot—help organizations become more ethical
title_fullStr How AI tools can—and cannot—help organizations become more ethical
title_full_unstemmed How AI tools can—and cannot—help organizations become more ethical
title_short How AI tools can—and cannot—help organizations become more ethical
title_sort how ai tools can—and cannot—help organizations become more ethical
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324517/
https://www.ncbi.nlm.nih.gov/pubmed/37426304
http://dx.doi.org/10.3389/frai.2023.1093712
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