AI Concerns

Map/D8/8.1

II · D8 · 8.1

Predictive policing

Feedback-loop over-policing of minority neighborhoods.

Catastrophic · 5Documented at scaleNowRisk 25

Severity

5/5

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. 01If we named this complication in advance, what small, reversible step would let us learn?
  2. 02How would we know we were getting this wrong? What would we observe, without blaming a person?
  3. 03What would trustworthiness look like here: what we do, what we say, and the belief others form?
  4. 04What would it look like if we held “Predictive policing” with proportion rather than alarm?

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.