Defining organizational AI governance

M Mäntymäki, M Minkkinen, T Birkstedt, M Viljanen - AI and Ethics, 2022 - Springer
Artificial intelligence (AI) governance is required to reap the benefits and manage the risks
brought by AI systems. This means that ethical principles, such as fairness, need to be …

What about investors? ESG analyses as tools for ethics-based AI auditing

M Minkkinen, A Niukkanen, M Mäntymäki - AI & society, 2024 - Springer
Artificial intelligence (AI) governance and auditing promise to bridge the gap between AI
ethics principles and the responsible use of AI systems, but they require assessment …

[HTML][HTML] Value creation in an algorithmic world: Towards an ethics of dynamic pricing

D Nunan, ML Di Domenico - Journal of Business Research, 2022 - Elsevier
Choice of pricing strategy plays a central role in value creation and the effective functioning
of markets. Shifts in technology and the growing availability of data are facilitating ever more …

[PDF][PDF] From Ethical AI Principles to Governed AI.

A Seppälä, T Birkstedt, M Mäntymäki - ICIS, 2021 - researchgate.net
This study explores how organizations translate principles of ethical artificial intelligence (AI)
into practice. To date, the research on AI ethics has been mostly conceptual, with a …

AI governance in the system development life cycle: Insights on responsible machine learning engineering

S Laato, T Birkstedt, M Mäantymäki… - Proceedings of the 1st …, 2022 - dl.acm.org
In this study we explore the incorporation of artificial intelligence (AI) governance to system
development life cycle (SDLC) models. We conducted expert interviews among AI and …

Putting AI ethics into practice: The hourglass model of organizational AI governance

M Mäntymäki, M Minkkinen, T Birkstedt… - arXiv preprint arXiv …, 2022 - arxiv.org
The organizational use of artificial intelligence (AI) has rapidly spread across various
sectors. Alongside the awareness of the benefits brought by AI, there is a growing …

[PDF][PDF] AI Governance: Are Chief AI Officers and AI Risk Officers needed?

M Schäfer, J Schneider, K Drechsler, J vom Brocke - ECIS, 2022 - researchgate.net
While AI provides many business opportunities across industries, the organizational
implications of AI are still largely unclear. We investigate governance roles related to AI use …

Managing artificial intelligence algorithmic discrimination: the internal audit function role

L Nzama-Sithole - Algorithmic Discrimination and Ethical Perspective of …, 2023 - Springer
Artificial intelligence (AI) systems bring exciting opportunities for organizations to speed up
their processes and have a competitive advantage. However, some weaknesses come with …

Identifying AI Corporate Governance Principles That Should Be Prevalent in a Governance Framework for Business

C Husain, M Benjamin, I Botha - ICABR Conference, 2023 - Springer
Artificial Intelligence (AI) is widely used in business to increase productivity and harness the
benefits that could emerge from is use. However, with the increased use of AI in business …

[PDF][PDF] Operationalising Ethical Frameworks in Critical technology Industries

S Young, N Chilamkurti, D Alahakoon, MP Panta… - 2023 - opal.latrobe.edu.au
Background Cybersecurity threats are an endemic concern for Australian governments,
businesses, and communities. Several recent high-profile, high-magnitude security …