Clio: Privacy-preserving insights into real-world AI use

Anthropic describes Clio, an internal privacy-preserving analysis tool for observing Claude usage patterns. The system clusters conversations to identify safety trends without exposing raw data. It is not a public API, library, or open-source project for external developers. The release is a research paper and internal tool update, offering insights into AI safety methodologies rather than a new buildable component.