AI系统的公平性评估：确保模型无歧视的方法论

Introduction to AI Systems Fairness

What is AI System Fairness?

AI system fairness refers to the absence of unjust or discriminatory behavior in the decisions and predictions made by artificial intelligence systems. In essence, a fair AI system should treat all individuals equally, regardless of their race, gender, age, or any other protected characteristic. This means that the outcomes generated by the AI should not unfairly disadvantage or favor any particular group of people.

Background and Importance of AI Fairness

The concept of fairness in AI is not new, but its significance has gained traction with the increasing deployment o