Human Bias

Definition

Human bias refers to the inherent prejudice and subjective opinions that individuals may have, consciously or unconsciously, which can influence their decisions and actions. In the context of technical systems, it refers to the potential for these biases to be embedded within algorithms and machine learning models.

Related terms

Algorithmic Bias: Algorithmic bias occurs when an algorithm produces results that systematically discriminate against certain groups due to biased data or flawed programming.

Ethical AI: Ethical AI refers to the development and deployment of artificial intelligence systems that prioritize fairness, transparency, accountability, and non-discrimination.

Fairness Metrics: Fairness metrics are mathematical measures used to assess whether an algorithm or model exhibits bias towards certain groups by quantifying disparities in treatment or outcomes.