validating-ai-ethics-and-fairness

Assesses and improves AI/ML project ethics and fairness using bias detection and mitigation.

• Empowers Claude to evaluate AI ethics and fairness.
• Uses ai-ethics-validator plugin for bias and fairness analysis.
• Identifies ethical risks and recommends mitigation strategies.
• Promotes responsible AI development practices.

• Detects bias in datasets and models.
• Evaluates fairness across demographic groups.
• Generates reports with mitigation strategies.
• Supports end-to-end ethical AI development.
• Integrates with data analysis and deployment tools.
• Provides transparency on ethical implications.

1. 1.Trigger with requests about AI ethics, bias, or fairness.
2. 2.Input model, dataset, or code for analysis via plugin.
3. 3.Receive report with issues, metrics, and recommendations.