Biased Data
What is Biased Data? Biased data is any set of information used to train an AI model that does not accurately or proportionately represent the real-world population, context, or truth relevant to the problem the AI is designed to solve….
Allocative Harm
What is Allocative Harm? Allocative harm is a specific type of AI-related societal risk that occurs when a biased or flawed artificial intelligence system unfairly distributes—or withholds—an opportunity, resource, or service, leading to inequitable outcomes for certain demographic groups. Allocative…