Launching in Q1, 2026, Sign up to test beta version
Citation-Aware AI: Why Source Context Matters in Diagnostics Collateral
What is it about
AI can cite sources—but can it cite them correctly? This post explores how citation misuse leads to misleading claims, and how CollateralBuddy enforces source fidelity.
What does it bring to the table
Citation parsing from PDFs, web pages, and white papers
Source-to-claim mapping
CoVe interrogation to flag citation drift or misattribution
Proof data
A slide citing “Nature, 2022” for Seer’s tech was flagged—actual article was about CRISPR. After correction, the slide linked to Seer’s own peer-reviewed study. CoVe confirmed citation alignment.