A4 Artikkeli konferenssijulkaisussa
“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-tekijät tai -toimittajat


Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajatVakkuri, V.; Kemell, K. K.; Jantunen, M., Abrahamsson, P.

EmojulkaisuAgile Processes in Software Engineering and Extreme Programming. 21st International Conference on Agile Software Development, XP 2020, Copenhagen, Denmark, June 8-12, 2020, Proceedings

Emojulkaisun toimittajatStray, V.; Hoda, R.; Paasivaara, M.; Kruchten, P.

Konferenssin paikka ja aikaCopenhagen, Denmark8.-12.6.2020

ISBN978-3-030-49391-2

eISBN978-3-030-49392-9

Lehti tai sarjaLecture Notes in Business Information Processing

ISSN1865-1348

eISSN1865-1356

Julkaisuvuosi2020

Sarjan numero383

Artikkelin sivunumerot195-210

Kirjan kokonaissivumäärä249

KustantajaSpringer

KustannuspaikkaCham

JulkaisumaaSveitsi

Julkaisun kielienglanti

DOIhttps://doi.org/10.1007/978-3-030-49392-9_13

Julkaisun avoin saatavuusAvoimesti saatavilla

Julkaisukanavan avoin saatavuusKokonaan avoin julkaisukanava

Julkaisu on rinnakkaistallennettu (JYX)https://jyx.jyu.fi/handle/123456789/69324


Tiivistelmä

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.


YSO-asiasanattekoälyohjelmistokehityseettisyysvastuullisuusläpinäkyvyysstartup-yritykset

Vapaat asiasanatartificial intelligence; AI ethics; AI development; practices; responsibility; accountability; transparency; case study


Liittyvät organisaatiot


OKM-raportointiKyllä

Raportointivuosi2020

JUFO-taso1


Viimeisin päivitys 2024-26-03 klo 09:18