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ARTICLE · 13 NOVEMBER 2025

AI Bias And How To Mitigate It

Artificial Intelligence (AI) is transforming the way businesses and legal professionals operate. From contract review to legal compliance monitoring, AI offers speed, efficiency, and insight.

United StatesTechnology
Valerie Shmigol
Valerie Shmigol

Artificial Intelligence (AI) is transforming the way businesses and legal professionals operate. From contract review to legal compliance monitoring, AI offers speed, efficiency, and insight. However, with these benefits comes a hidden risk: AI bias. If you use AI for your business or legal operations, you should understand what AI bias is, why it is an issue, where it comes from, and how to mitigate it for effective legal risk management.

What is AI Bias?

AI bias refers to the different types of bias embedded in or externally applied to the AI model that can cause the AI to produce skewed outputs. These outputs can perpetuate and amplify existing human or societal biases, prejudices, and discrimination.

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