Documented case / 15 min
GOV.UK Chat: usefulness and accuracy
Separate satisfaction, answer quality and the evidence needed for expansion.
United Kingdom · 2024–2026 reports
Examine the case ↗AIPEX / The case library
Evidence meets
the real decision.
Look closely at a decision. Examine what was known, what remained uncertain and what a responsible next step could look like.
Documented cases draw on dated primary accounts, with reported facts separated from AIPEX analysis. Each connects to a working tool. Explore cases from different countries, sectors and kinds of evidence. This is a selected teaching collection, not a worldwide inventory. Some cases concern rules-based or statistical automation rather than generative AI.
Documented case / 15 min
Recruitment tools under scrutiny
Ask better supplier questions using the ICO’s selected recruitment audits.
United Kingdom · 2023–2024 audits
Examine the case ↗Documented case / 15 min
England’s 2020 grades: the unit of judgement
Examine aggregate consistency, individual outcomes and the choices between grading policies.
England · 2020–2021 reports
Examine the case ↗Documented case / 20 min
Robodebt: oversight beyond the model
Compare transparency, review rights and independent scrutiny after a welfare-debt inquiry.
Australia · 2023 inquiry recommendations
Examine the case ↗Documented case / 20 min
SyRI: fraud detection and the right to privacy
Examine why a legitimate policy aim does not settle whether a data-driven intervention is justified.
Netherlands · 5 February 2020 court account
Examine the case ↗Documented case / 20 min
Rite Aid: when a match alert becomes an accusation
Trace the controls needed between a facial-recognition alert and action against a person.
United States · 2023 complaint; 2024 settlement order
Examine the case ↗Documented case / 20 min
Canada’s visa analytics: which decision is automated?
Distinguish automated eligibility, triage and a human’s final decision in a multi-stage service.
Canada · 2022 briefing; later published inventory
Examine the case ↗Documented case / 20 min
Singapore’s retinal AI: accuracy is not a health outcome
Read a strong diagnostic result carefully before claiming benefits for a screening service.
Singapore · with external validation cohorts · 2017 diagnostic-validation study
Examine the case ↗Documented case / 15 min
Brazil’s Victor: faster classification, faster justice?
Separate a dramatic task-time claim from the outcomes of a judicial service.
Brazil · 19 August 2026 court account
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