AI Concerns

Map/D8/8.1

II · D8 · 8.1

Insurance underwriting AI

Life, health, auto premium disparities.

Major · 4Documented at scaleNowRisk 20

Severity

4/5

Likelihood

5/5

In the hierarchy

  1. Part II: Societal & Human Concerns
  2. D8. Discrimination, Fairness & Toxicity
  3. 8.1 Discrimination in high-stakes decisions

Virtues and principles to explore

Held as inquiry, not as a verdict.

  • Justice

    Justice

    Who is heard, who is harmed, and who decides.

  • 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. 01Who is served by addressing this, and who benefits if we leave it unnamed?
  2. 02Whose experience of Insurance underwriting AI is not yet in the room — and how would we hear it?
  3. 03What is already being done about this, and by whom — and how would we find out without assuming?
  4. 04What conversation have we not yet had about this — and who needs to be in it?

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

Who is harmed, who is excluded, and whose dignity is diminished in outputs and decisions.