Citation Aware AI

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.

Tags: AI hallucinations, life science conclusions, scientific collateral verification, Scientific posters creation, Launch campaigns, Verified slides, Citation aware AI, Unifying product messaging, AI vs human writers, Competitive comparison-swot