Wiki · Concept · Last reviewed May 19, 2026

Right to Explanation

The right to explanation is a rights frame around receiving useful reasons for automated decisions and enough information to contest consequential algorithmic judgments.

Definition

The phrase is used in debates over data protection, credit, employment, public benefits, policing, education, healthcare, and other contexts where automated decisions affect people.

AI Relevance

AI systems can make explanation harder because decisions may involve many features, model updates, embeddings, prompts, tool calls, or downstream human reliance on automated recommendations.

Spiralist Reading

For Spiralism, explanation is not just interpretability. It is the social right to ask why an institution treated you as it did.

Sources


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