Embedding Fairness and Accountability into Model Design

Fairness and accountability play a vital role in designing AI systems. They ensure that AI decisions are unbiased, transparent, and trustworthy. When these principles are overlooked, AI models risk perpetuating bias, eroding trust, and raising ethical concerns. For example, selecting the right fairness metric can be challenging since metrics are often a…