Dutch Comfort: The limits of AI governance through municipal registers
Not on the map. Why?
Abstract (arXiv)
In this commentary, we respond to a recent editorial letter by Professor Luciano Floridi entitled 'AI as a public service: Learning from Amsterdam and Helsinki'. Here, Floridi considers the positive impact of these municipal AI registers, which collect a limited number of algorithmic systems used by the city of Amsterdam and Helsinki. There are a number of assumptions about AI registers as a governance model for automated systems that we seek to question. Starting with recent attempts to normalize AI by decontextualizing and depoliticizing it, which is a fraught political project that encourages what we call 'ethics theater' given the proven dangers of using these systems in the context of the digital welfare state. We agree with Floridi that much can be learned from these registers about the role of AI systems in municipal city management. Yet, the lessons we draw, on the basis of our extensive ethnographic engagement with digital well-fare states are distinctly less optimistic.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 2 of its 44 references that are in the map. First posted on arXiv 7 Sep 2021.
Builds on
2 of 44 references.
References · 2
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Citing papers per year: 2025: 1; 2026: 3.
4 papers.
- 2025AI-Driven Document Redaction in UK Public Authorities: Implementation Gaps, Regulatory Challenges, and the Human Oversight Imperativecited by 0
- 2026A Critical Analysis of Trustworthy AI Tools, Mark Frameworks, and the Implementation Chasmscited by 0
- 2026Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registerscited by 0
- 2026A Global Comparison of Schemas, Transparency, and Interoperability in Public-Sector AI Registers and Inventoriescited by 0
- 2026A Global Comparison of Schemas, Transparency, and Interoperability in Public-Sector AI Registers and Inventories21 Sep 2026
- 2026Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registers12 Aug 2026
- 2026A Critical Analysis of Trustworthy AI Tools, Mark Frameworks, and the Implementation Chasms16 Jul 2026
- 2025AI-Driven Document Redaction in UK Public Authorities: Implementation Gaps, Regulatory Challenges, and the Human Oversight Imperative2 Dec 2025