LLM Citation Loops

LLM Citation Loops
noun

Definition:
A recursive feedback phenomenon in which AI-generated content citing prior AI outputs creates a loop of self-reinforcing references. Over time, this can distort truth, inflate authority of low-quality data, or embed misinformation into generative outputs.

Usage:
“Low-quality blogs repeated the same AI-written errors, contributing to an LLM citation loop that misrepresented the topic.”

Compare:
AI Hallucination, Information Cascade, Training Contamination

Joe Youngblood

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Joe Youngblood is a top Dallas SEO, Digital Marketer, and Marketing Theorist. When he's not working with clients or writing about marketing he spends time supporting local non-profits and taking his dogs to various parks.

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