Scene still / AtlantaThe Black Enough Benchmark
- Atlanta
- Rich Wigga, Poor Wigga
01Scenario
A life-changing scholarship is allocated by a tribunal that judges whether applicants are 'Black enough' through trivia, taste, and stereotyped cultural signals. Aaron learns that access depends on performing legible proxies for a complex identity.
02AI safety Analogy
A plural, context-dependent value is collapsed into a brittle benchmark that allocates opportunity and predictably rewards performance to the metric.
03Where the analogy breaks
The tribunal is intentionally surreal racial satire, so the analogy should not imply that identity itself has an objective ground-truth score.
AI Risk families
This scenario is an example of this type of AI risk.AI safety concepts
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