Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from The Wire illustrating Hamsterdam

Hamsterdam

01Scenario

Colvin concentrates the drug trade into unofficial free zones, sharply improving visible neighborhood crime statistics while concentrating severe harm inside the zones.

02AI safety Analogy

A target can improve while omitted values and distributional effects make the outcome morally ambiguous or unacceptable.

03Where the analogy breaks

Hamsterdam also produces real benefits, so it is an intentionally complex policy tradeoff rather than a clean optimization failure.

AI Risk families

This scenario is an example of this type of AI risk.
  1. Systemic

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Goodhart’s Law
  2. Contestability
  3. Side Effects
  4. Governance Failure

Source continuation

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Taxonomy neighbors

Selected from other sources by shared risk families and AI safety concepts.

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    Concept
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    Systemic
    Concept
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