Guide #1 - Ensuring Fairness & Mitigating Bias

The first of six guides, designed to supplement the AI Ethics assessment process which is free to use on the EthiCheck.ai website. The assessment uses six dimensions to calculate the impact and risk of an AI deployment within an educational setting or other professional working environment.

Each guide in this series focuses on one of these dimensions and aims to provide you with actionable solutions and next steps to address issues that have been identified within one of these dimensions and upskill relevant staff in this area.

This comprehensive guide explores the issues of fairness and bias when using AI tools and covers all the key bases including bias auditing protocols, edge case management, equity impact assessment, and metric implementation.