IEEE P7001: a proposed standard on transparency

Title

IEEE P7001: a proposed standard on transparency

Publication Type

Year of Publication
2021

Authors

Alan FT Winfield
Serena Booth
Louise A Dennis
Takashi Egawa
Helen Hastie
Naomi Jacobs
Roderick I Muttram
Joanna I Olszewska
Fahimeh Rajabiyazdi
Andreas Theodorou
Mark Underwood
Robert H Wortham
Eleanor Watson
Journal
Frontiers in Robotics and AI
Pagination
225
Abstract
This paper describes IEEE P7001, a new draft standard on transparency of autonomous systems1. 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.