Research & publications
The reading room
Benchmarks, methods and reference frameworks on how journalism is found, interpreted, updated and cited by AI systems — and on what a news organisation has to do to keep access, rights and provenance governable.
Publications are free to download. We ask for your name, organisation and email so we know who is reading.
Assessments & briefings
Run the benchmark on your own title
The eight-dimension framework can be applied to a single news brand, a publisher group or a broadcasting network, with access to internal signals the public baseline cannot see.
Write to bert@bkmedia.nl
Briefings & collaboration
For a briefing, a board-level discussion or research collaboration on the benchmark, write to us directly.
Assessments & tools
Information Governance Assessment
An assisted assessment for news organisations on AI use, provenance, verification and editorial accountability.
mail gvn@polders.news
Briefings & collaboration
For a briefing, board-level discussion or research collaboration on any of these publications, write to us directly.