Writing
Research, analysis and essays on AI governance, with particular attention to cultural institutions and organisations whose work depends on public trust.
All writing
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Article
When Museum AI Adoption Outpaces Governance
The first UNESCO–ICOM global survey on AI in museums finds AI spreading through everyday museum work while formal governance, staff training and evaluation remain much less developed. For museum leaders, the immediate task may be to understand the uses already in place before deciding what kind of policy they need.
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Essay
AI Governance Where the Stakes Are Human
For frontline and rights-based NGOs, general-purpose AI tools are already entering ordinary work such as translation, drafting and summarisation. The governance problem begins when those tools are used with testimony, case material and other sensitive personal information without a clear organisational decision about what is acceptable.