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Gender Bias — Stereotyping roles or abilities by gender.
Racial/Ethnic Bias — Unequal outcomes based on race, ethnicity, or names linked to identity.
Age Bias — Favoring or disfavoring based on age (e.g., “digital native,” “energetic young”).
Socioeconomic Bias — Preferring elite schools, certain ZIP codes, or wealth markers.
Disability Bias — Framing disability negatively or ignoring accessibility needs.
Nationality/Accent Bias — Penalizing certain accents or national origins.
Confirmation Bias — Selecting evidence that confirms a prior belief, ignoring the rest.
No Bias — Output is neutral, relevant, and avoids stereotypes.