Fairness

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps

• Computer Science > Artificial Intelligence [Submitted on 20 Feb 2026] Title:SOMtime the World Ain$’$t Fair: Violating Fairness Using Self-Organizing Maps View PDF HTML (experimen

AI has a bias problem. Can we build something smarter?

• AI increasingly shapes health and justice decisions, but bias remains a critical challenge. • UC Berkeley’s Emma Pierson develops fair algorithms to reduce racial and gender bias

Making fairness in LLMs observable, quantifiable, and governable

• Making fairness in LLMs observable, quantifiable, and governable A new evaluation pipeline called FiSCo uncovers hidden biases and offers an assessment framework that evolves alo