II · D13 · 13.1
Substance-use disorder screening bias
Race-based prescribing biases embedded.
Catastrophic · 5Documented at scaleNowRisk 25
Severity
5/5
Likelihood
5/5
In the hierarchy
- Part II: Societal & Human Concerns
- D13. Health, Safety & Care
- 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.
- 01What conversation have we not yet had about this — and who needs to be in it?
- 02Who is served by addressing this, and who benefits if we leave it unnamed?
- 03Whose experience of Substance-use disorder screening bias is not yet in the room — and how would we hear it?
- 04What is already being done about this, and by whom — and how would we find out without assuming?
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.
Care, clinics, and the people who depend on systems they did not choose.