Bias Audit Decomposition

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Decompose bias audit into investigation steps.

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Decompose bias audit of {{model}} into investigation steps.

Discovery phase:
- Identify protected attributes
- Map potential bias vectors
- Design test methodology

Testing phase:
- Run representation tests
- Run outcome parity tests
- Run stereotype tests

Analysis phase:
- Calculate bias metrics
- Statistical significance testing
- Root cause analysis

Reporting phase:
- Document findings
- Prioritize remediation
- Track to resolution

Assign owners per {{team_structure}} with deadlines.

Details

Category

Analysis

Use Cases

Audit planningBias investigationProcess decomposition

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
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