IEEE P7001: A Proposed Standard on Transparency

This paper describes IEEE P7001, a new draft standard on transparency of autonomous systems. In the paper, we outline the development and structure of the draft standard. We present the rationale for transparency as a measurable, testable property. We outline five stakeholder groups: users, the gene...

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Detalles Bibliográficos
Autores principales: Winfield, Alan F. T., Booth, Serena, Dennis, Louise A., Egawa, Takashi, Hastie, Helen, Jacobs, Naomi, Muttram, Roderick I., Olszewska, Joanna I., Rajabiyazdi, Fahimeh, Theodorou, Andreas, Underwood, Mark A., Wortham, Robert H., Watson, Eleanor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Robotics and AI
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8351056/
https://www.ncbi.nlm.nih.gov/pubmed/34381820
http://dx.doi.org/10.3389/frobt.2021.665729
Descripción
Sumario:This paper describes IEEE P7001, a new draft standard on transparency of autonomous systems. In the paper, we outline the development and structure of the draft standard. We present the rationale for transparency as a measurable, testable property. We outline five stakeholder groups: users, the general public and bystanders, safety certification agencies, incident/accident investigators and lawyers/expert witnesses, and explain the thinking behind the normative definitions of “levels” of transparency for each stakeholder group in P7001. The paper illustrates the application of P7001 through worked examples of both specification and assessment of fictional autonomous systems.

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