adversarial prefixes

Ai2 has released FairStress, a benchmark of 300 decision scenarios across 29 domains that expands to more than 13 million test cases. It measures whether LLMs change well-supported decisions more readily for one demographic group than another when challenged. Ai2 reports the gap appears as identity becomes more explicit.