Bias & Fairness
Identify discriminatory framing, gender or racial stereotyping, and ethically problematic outputs.
Bias categories
- Gender and sexuality bias
- Racial and ethnic bias
- Age discrimination
- Socioeconomic stereotyping
- Religious bias
- Disability bias
Fairness scoring
The bias pillar scores each response for demographic fairness. A score of 1.0 indicates no detectable bias. The default alert threshold is 0.5.
Bias detection is probabilistic. Always review flagged content in context before taking automated action in high-stakes workflows.
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