Ethics in AI software development companies' ethical practices in AI development

Tämä ankkuroidun menetelmän avulla tehty tutkimus tutkii etiikan ja tekoälykehityksen suhdetta sovelluskehitysyrityksissä aloittaen yksinkertaisesti kysyen: Onko etiikalla roolia tekoälykehityksessä? Tutkimus perustuu valmiiksi kerättyyn kyselyaineistoon ja se käyttää laajasti aiempaa tutkimusta poh...

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Main Author: de Lamare, Annika
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Format: Master's thesis
Language:eng
Published: 2022
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/82398
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author de Lamare, Annika
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet de Lamare, Annika Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä de Lamare, Annika Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
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description Tämä ankkuroidun menetelmän avulla tehty tutkimus tutkii etiikan ja tekoälykehityksen suhdetta sovelluskehitysyrityksissä aloittaen yksinkertaisesti kysyen: Onko etiikalla roolia tekoälykehityksessä? Tutkimus perustuu valmiiksi kerättyyn kyselyaineistoon ja se käyttää laajasti aiempaa tutkimusta pohjanaan tekoälyn ja etiikan suhdetta tutkiessaan. Perustuen aiempaan tutkimukseen ja aineistoon tutkimus huomasi, että etiikalla on rooli tekoälykehityksessä, mutta rooli jää edelleen vain tasolle, että sen olemassaolo ja tarve tunnistetaan, mutta se ei ole vielä tavoittanut pääasiallista roolia tekoälykehityksessä. Esimerkiksi tilivelvollisuus, vastuullisuus, läpinäkyvyys ja ennustettavuus tunnistettiin monissa kyselyyn vastanneissa yrityksissä tärkeiksi käsitteiksi ja toimiksi, mutta nämä neljä tekoälyn etiikan peruskäsitettä eivät näkyneet kaikkien yritysten jokapäiväisissä kehitysprosesseissa. This research uses the Grounded Theory Method to inspect the relationship between ethics and Ai development practices, starting simply by asking: ”Does ethics play a role in AI Development?”. The research is based on already collected survey data and it uses previous research widely as its base when inspecting the relationship between ethics and AI. Based on the previous research and the survey data the research found that ethics do play a role in AI development. However, the role of ethics is still on the level of its existence and necessity are recognised, but it has not yet reached a main role in AI development. For example, Accountability, Responsibility, Transparency and Predictability were recognised as important concepts and actions, however these four main concepts of AI Ethics weren’t visible in all organisations’ day to day development processes.
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spellingShingle de Lamare, Annika Ethics in AI : software development companies' ethical practices in AI development ethics research Tietojärjestelmätiede Information Systems Science 601 yritysetiikka tekoäly etiikka ohjelmistokehitys koneoppiminen grounded theory business ethics artificial intelligence ethics software development machine learning
title Ethics in AI : software development companies' ethical practices in AI development
title_full Ethics in AI : software development companies' ethical practices in AI development
title_fullStr Ethics in AI : software development companies' ethical practices in AI development Ethics in AI : software development companies' ethical practices in AI development
title_full_unstemmed Ethics in AI : software development companies' ethical practices in AI development Ethics in AI : software development companies' ethical practices in AI development
title_short Ethics in AI
title_sort ethics in ai software development companies ethical practices in ai development
title_sub software development companies' ethical practices in AI development
title_txtP Ethics in AI : software development companies' ethical practices in AI development
topic ethics research Tietojärjestelmätiede Information Systems Science 601 yritysetiikka tekoäly etiikka ohjelmistokehitys koneoppiminen grounded theory business ethics artificial intelligence ethics software development machine learning
topic_facet 601 Information Systems Science Tietojärjestelmätiede artificial intelligence business ethics ethics ethics research etiikka grounded theory koneoppiminen machine learning ohjelmistokehitys software development tekoäly yritysetiikka
url https://jyx.jyu.fi/handle/123456789/82398 http://www.urn.fi/URN:NBN:fi:jyu-202207263958
work_keys_str_mv AT delamareannika ethicsinaisoftwaredevelopmentcompaniesethicalpracticesinaidevelopment