AI Overviews, Legal Risk, and the Messy Work of Brand Truth
Google’s AI Overviews are becoming a governance problem as courts and UK regulators press on false summaries, source control, attribution, and authoritative sources.
Content Operations
AI Research Assistants Need a Source Trail, Not Just Citations
Citations are only the visible layer. Build AI research with source controls, audit records, review gates, and accountable handoffs.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).
