Ethical Auditing and Bias Detection
- AI models can unintentionally pick up biases based on the data they’re trained on
- As regulations around AI evolve, compliance becomes a moving target. AI governance software helps companies keep pace with regulations like GDPR, CCPA, or upcoming AI-specific laws (e.g., EU’s AI Act).
- Track performance metrics, identify drift in models, and flag any unusual behavior that could signal problems like bias, ethical issues, or decreased accuracy.
AI Governance with LightBeam
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Ethical Auditing and Bias Detection
Bias Detection
AI models can unintentionally pick up biases based on the data they’re trained on.
Compliance Automation
Track performance metrics, identify drift in models, and flag any unusual behavior that could signal problems like bias, ethical issues, or decreased accuracy.
AI Model Lifecycle
Monitoring for model drift (when the model's performance starts degrading due to changing real-world conditions) and ensuring models are updated or decommissioned responsibly.
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