A4 Article in conference proceedings
“This is Just a Prototype” : How Ethics Are Ignored in Software Startup-Like Environments (2020)
Vakkuri, V., Kemell, K.K., & Jantunen, M. (2020). “This is Just a Prototype” : How Ethics Are Ignored in Software Startup-Like Environments. In V. Stray, R. Hoda, M. Paasivaara, & P. Kruchten (Eds.), Agile Processes in Software Engineering and Extreme Programming. 21st International Conference on Agile Software Development, XP 2020, Copenhagen, Denmark, June 8-12, 2020, Proceedings (pp. 195-210). Springer. Lecture Notes in Business Information Processing, 383. https://doi.org/10.1007/978-3-030-49392-9_13
JYU authors or editors
Publication details
All authors or editors: Vakkuri, V.; Kemell, K. K.; Jantunen, M., Abrahamsson, P.
Parent publication: Agile Processes in Software Engineering and Extreme Programming. 21st International Conference on Agile Software Development, XP 2020, Copenhagen, Denmark, June 8-12, 2020, Proceedings
Parent publication editors: Stray, V.; Hoda, R.; Paasivaara, M.; Kruchten, P.
Place and date of conference: Copenhagen, Denmark, 8.-12.6.2020
ISBN: 978-3-030-49391-2
eISBN: 978-3-030-49392-9
Journal or series: Lecture Notes in Business Information Processing
ISSN: 1865-1348
eISSN: 1865-1356
Publication year: 2020
Number in series: 383
Pages range: 195-210
Number of pages in the book: 249
Publisher: Springer
Place of Publication: Cham
Publication country: Switzerland
Publication language: English
DOI: https://doi.org/10.1007/978-3-030-49392-9_13
Publication open access: Openly available
Publication channel open access: Open Access channel
Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/69324
Abstract
Artificial Intelligence (AI) solutions are becoming increasingly common in software development endeavors, and consequently exert a growing societal influence as well. Due to their unique nature, AI based systems influence a wide range of stakeholders with or without their consent, and thus the development of these systems necessitates a higher degree of ethical consideration than is currently carried out in most cases. Various practical examples of AI failures have also highlighted this need. However, there is only limited research on methods and tools for implementing AI ethics in software development, and we currently have little knowledge of the state of practice. In this study, we explore the state of the art in startup-like environments where majority of the AI software today gets developed. Based on a multiple case study, we discuss the current state of practice and highlight issues. The cases underline the complete ignorance of ethical consideration in AI endeavors. We also outline existing good practices that can already support the implementation of AI ethics, such as documentation and error handling.
Keywords: artificial intelligence; software development; ethicality; responsibility (properties); transparency; startup companies
Free keywords: artificial intelligence; AI ethics; AI development; practices; responsibility; accountability; transparency; case study
Contributing organizations
Ministry reporting: Yes
Reporting Year: 2020
JUFO rating: 1