Tech From Here: NL · Sources

Grading the machine

Tech From Here: NL · Dutch Design Week 2026

The work this post covers and every source it draws on, each linked to the original.

The workSession "Turning Expert Judgement into Evidence: Responsible AI Evaluation at Scale", AI Leadership track, AI & Big Data Expo Europe 2026, RAI Amsterdam, 19 Oct 2026 (organizer agenda) ai-expo.net

Research cited

  1. informace.rozhlas.cz informace.rozhlas.cz

Other sources

  1. BBC Media Centre, "Largest study of its kind shows AI assistants misrepresent news content 45% of the time", 22 Oct 2025 bbc.co.uk
  2. VRT, the same study, release of a participating broadcaster, 22 Oct 2025 communication.vrt.be
  3. AI & Big Data Expo Europe 2026, speakers (organizer) ai-expo.net
  4. Future ai (ai-expo.net) ai-expo.net
  5. ai-expo.net/europe ai-expo.net
  6. News integrity in the ai assistants toolkit (ebu.ch) ebu.ch
  7. Towards an ai in news evaluation benchmark the bbc ebu news integrity in ai assistants toolkit (tech.ebu.ch) tech.ebu.ch

Images, slide by slide

Slide 1
Diagram: more than 3,000 AI answers about the news, judged by journalistsImage: RN Collins studio, code-drawn. Checked against BBC Media Centre, "Largest study of its kind shows AI assistants misrepresent news content 45% of the time", 22 Oct 2025, (read 24 Oct 2026)Museum or journal record
Slide 2
Diagram of who did the gradingImage: RN Collins studio, code-drawn. Checked against BBC Media Centre, "Largest study of its kind shows AI assistants misrepresent news content 45% of the time", 22 Oct 2025, (read 24 Oct 2026)Museum or journal record
Slide 3
Bar chart. 45% of answers had at least one significant issue. 31% had serious sourcing problems. 20% had major accuracy issuesImage: RN Collins studio, code-drawn. Checked against BBC Media Centre, "Largest study of its kind shows AI assistants misrepresent news content 45% of the time", 22 Oct 2025, (read 24 Oct 2026)Museum or journal record
Slide 4
Rubric card with five rowsImage: RN Collins studio, code-drawn. Checked against BBC Media Centre, "Largest study of its kind shows AI assistants misrepresent news content 45% of the time", 22 Oct 2025, (read 24 Oct 2026); fifth row is RN Collins's opinionMuseum or journal record
Slide 5
A canal in Amsterdam on a sunny afternoon, with a street lamp, trees and gabled houses across the waterPhoto: RN Collins
Slide 6
The Gothic gables of the Oude Kerk in Amsterdam against a blue sky, with a lamp-post and one person walking on the squarePhoto: RN Collins
Ring frame
Gold balance with silver pans, Rijksmuseum, Amsterdam (BK-NM-5749)Frame: Rijksmuseum, CC0, croppedMuseum or journal record

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