Combating Bias in Learning Models

Cover of "The Art of the Mind," featuring abstract artwork and the title in bold typography

Author: Ashwathama Rajendran
Date Published: 1 July 2026
Read Time: 10 minutes
Related: AI Impact Assessment Tool | Digital | English

Machine learning (ML) models now influence decisions that were once reserved solely for human judgement: credit approvals, hiring outcomes, insurance pricing, and loan default predictions. When these models generate systematically unfair outcomes for certain demographic groups, the consequences are more than just theoretical...

Combating Bias in Learning Models

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Combating Bias in Learning Models

Members, login to keep reading.

Not a member but want to read more? Explore ISACA member benefits today.

Not a member but want to read more?
Explore ISACA member benefits today.