aequitas

What problem does it solve?

This Skill addresses the critical need to audit AI systems for bias and fairness, ensuring compliance with regulations like the EU AI Act's Article 10.

Core Features & Use Cases

• Bias Detection: Measures bias across protected attributes in AI models.
• Fairness Reporting: Generates comprehensive reports on group fairness criteria.
• Compliance Assessment: Evaluates AI systems against EU AI Act Article 10 requirements for assessment, implementation, documentation, and monitoring.
• Use Case: A financial institution can use this Skill to audit its loan application AI for potential biases against certain demographic groups before deployment, ensuring fairness and regulatory compliance.

Quick Start

Use the aequitas skill to perform a bias audit on the provided dataset and generate a fairness report.