Ai2's FairStress tests whether AI stays fair under pressure
Ai2 introduced FairStress, a benchmark for testing demographic fairness in AI models that goes beyond the final answer. According to Ai2, it measures how readily a model changes a well supported decision and how it explains its choice. The code, scoring and debiasing methods are public on GitHub, giving developers a practical way to catch and fix unfair behavior before it reaches people. These details come from the post by @allen_ai.