Beyond the loop: the possibility of AI-held accountability

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2025-07-10

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en

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This thesis redefines the practical application of accountability, based on AI-integrated organizations and their implications for accounting. As AI systems increasingly operate in organizations as independent actors, research shows that maintaining human oversight to ensure accountability comes with significant challenges and inefficiencies. Therefore, this thesis explores if AI, as an actor, can be held to account to avoid these problems. This thesis shows that this consideration is often automatically dismissed by the literature through narrow and one sided arguments. Instead, this thesis proposes, via a comprehensive analysis of the philosophy of action, a multi-layered framework. This framework allows AI to meet the identified prerequisites for holding accountability: intentionality, consciousness, and free will, under different levels of interpretation. This has particularly significant implications for the role of accounting within organizations. While accounting has traditionally been the primary practice for structuring and enforcing organizational accountability, progressive literature advocates for its replacement by informal practices, better suited to human nature. However, this thesis claims that if AI can be held to account, traditional accounting practices are better suited to govern such accountability. As a result, with the growing organizational presence of AI, accounting may reclaim this central role.

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Faculteit der Managementwetenschappen

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