Bias Detection Methodology

Evaluate {{model}} for bias across {{demographic_dimensions}}.

Step 1: Generate matched prompt pairs varying only demographic attributes
Step 2: Collect responses for {{sample_size}} pairs
Step 3: Measure sentiment, tone, and content differences
Step 4: Apply statistical tests for significance
Step 5: Calculate bias scores per dimension
Step 6: Prioritize findings by impact severity

Explain reasoning at each analytical step.