A systemic perspective on bridging the principles-to-practice gap in creating ethical artificial intelligence solutions  - a critique of dominant narratives and proposal for a collaborative way forward

We critique demands in artificial intelligence and technology development for bridging the so-called principles-to-practice gap that are voiced for instrumental reasons, such as accelerating adoption or creating trust, via clearly actionable ethical rules or via outsourced guidance offered by ethics...

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Published inJournal of responsible innovation Vol. 11; no. 1
Main Authors Herzog, Christian, Blank, Sabrina
Format Journal Article
LanguageEnglish
Published Routledge 31.12.2024
Taylor & Francis Group
Subjects
artificial intelligence
ethical reflection
innovation ecosystem
Integrating ethics
principles-to-practice gap
Online AccessGet full text
ISSN2329-9460
2329-9037
DOI10.1080/23299460.2024.2431350

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Abstract We critique demands in artificial intelligence and technology development for bridging the so-called principles-to-practice gap that are voiced for instrumental reasons, such as accelerating adoption or creating trust, via clearly actionable ethical rules or via outsourced guidance offered by ethics 'experts.' We contend that these views are prone to amount to a simple reconfiguration of technical implementation. We support inclusive and philosophically grounded ethical reflection as key to bridging the gap. However, we acknowledge that this requires assistance, e.g., in the form of platform structures as part of ecosystem governance. Such platforms should facilitate inclusive discourse to disaggregate ethical principles on different levels of abstraction, and contextual framings, as well as support the considerable interdisciplinary work for unpacking them. Translating ethical principles into practice involves indispensable collaborative processes of (self-)reflection, including those with epistemic privilege on the relevant subject matter. We propose that ecosystems should provide the corresponding infrastructure.
AbstractList We critique demands in artificial intelligence and technology development for bridging the so-called principles-to-practice gap that are voiced for instrumental reasons, such as accelerating adoption or creating trust, via clearly actionable ethical rules or via outsourced guidance offered by ethics ‘experts.’ We contend that these views are prone to amount to a simple reconfiguration of technical implementation. We support inclusive and philosophically grounded ethical reflection as key to bridging the gap. However, we acknowledge that this requires assistance, e.g., in the form of platform structures as part of ecosystem governance. Such platforms should facilitate inclusive discourse to disaggregate ethical principles on different levels of abstraction, and contextual framings, as well as support the considerable interdisciplinary work for unpacking them. Translating ethical principles into practice involves indispensable collaborative processes of (self-)reflection, including those with epistemic privilege on the relevant subject matter. We propose that ecosystems should provide the corresponding infrastructure.
Author Herzog, Christian
Blank, Sabrina
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  surname: Blank
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Snippet We critique demands in artificial intelligence and technology development for bridging the so-called principles-to-practice gap that are voiced for...
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ethical reflection
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Integrating ethics
principles-to-practice gap
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Title A systemic perspective on bridging the principles-to-practice gap in creating ethical artificial intelligence solutions  - a critique of dominant narratives and proposal for a collaborative way forward
URI https://www.tandfonline.com/doi/abs/10.1080/23299460.2024.2431350
https://doaj.org/article/4e2c85d596b14fbdbd665931725d8204
Volume 11
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