Record summary
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Risk profile
How this risk is described and categorized.
"In language, humans express social categories and norms. Language models (LMs) that faithfully encode patterns present in natural language necessarily encode such norms and categories...such norms and categories exclude groups who live outside them (Foucault and Sheridan, 2012). For example, defining the term “family” as married parents of male and female gender with a blood-related child, denies the existence of families to whom these criteria do not apply"
Suggested mitigations
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Source
Research source for this risk, when available.
Included resource
Ethical and social risks of harm from language models
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.