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Tag: machine learning ethics

Avoiding Proxy Discrimination in LLM-Powered Decision Systems 24 March 2026

Avoiding Proxy Discrimination in LLM-Powered Decision Systems

Proxy discrimination in LLM systems hides bias behind seemingly neutral data like zip codes or job titles. Learn how these systems find hidden patterns that unfairly target protected groups-and what organizations can do to stop it.

Susannah Greenwood 5 Comments

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Safety Layers in Generative AI: Content Filters, Classifiers, and Guardrails Explained

Safety Layers in Generative AI: Content Filters, Classifiers, and Guardrails Explained

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Generative AI Liability in 2026: Who Is Responsible for AI Errors?

Generative AI Liability in 2026: Who Is Responsible for AI Errors?

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