How to Comply with Algorithmic Discrimination Prevention — Colorado AI Act

Implement reasonable measures to prevent algorithmic discrimination.

Implementation steps

1. Define protected characteristics and fairness metrics relevant to your use case.
2. Test for disparate impact across relevant groups using appropriate data.
3. Implement mitigations (e.g., model adjustments, guardrails, human review).
4. Document testing and mitigation steps.
5. Establish ongoing monitoring and retesting cadence.

Evidence needed

• Fairness testing results
• Mitigation documentation
• Monitoring plan

Passing criteria

• Reasonable steps documented
• No unremediated disparate impact where required