AI Bias

Definition

AI bias refers to the unfair or discriminatory outcomes that can result from artificial intelligence systems due to biased data or algorithms. It occurs when AI systems make decisions that disproportionately favor or disadvantage certain groups of people.

Related terms

Algorithmic Fairness: This term refers to the concept of designing algorithms that do not discriminate against individuals or groups based on protected characteristics such as race, gender, or age.

Data Bias: Data bias occurs when the data used to train an AI system is unrepresentative or skewed towards certain groups, leading to biased outcomes.

Ethical AI: Ethical AI involves developing and deploying artificial intelligence systems that are designed to prioritize fairness, transparency, and accountability in their decision-making processes.