AI Concerns

Map/D13/13.1

II · D13 · 13.1

Pathology AI edge cases

Rare cancers underrepresented in training.

Major · 4Widely observedNowRisk 16

Severity

4/5

Likelihood

4/5

In the hierarchy

  1. Part II: Societal & Human Concerns
  2. D13. Health, Safety & Care
  3. 13.1 Clinical AI

Virtues and principles to explore

Held as inquiry, not as a verdict.

  • Service

    Hope

    Who is served and who benefits are not always the same.

  • Dignity

    Center principle

    Every person is a protagonist, not a data point.

  • Listening

    Trust

    Listen to understand, rather than listen to speak.

Starter questions

Written to probe curiosity and learning, not accusation.

  1. 01What would Listening require of us here, before we proceed?
  2. 02What might we be missing if we treat “Pathology AI edge cases” only as a technical problem?
  3. 03If a colleague raised this concern tomorrow, how would we receive it as inquiry rather than accusation?
  4. 04What capacity would we need — in people, in the institution, in the tools — to meet this well?

Also on this branch

Frameworks and sources

Writing and incidents

Open indexes first. Then, if you wish, ask Grok to search the live web for this concern — one request, cached for the rest of this session.

NewsScholarIncidentsOECD monitorMIT repositoryWikipedia
See it on the mapTest an initiative against this

Care, clinics, and the people who depend on systems they did not choose.