// Towards Data Science · 17 January 2026

A Geometric Method to Spot Hallucinations Without an LLM Judge

Imagine a flock of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining coherence through purely local coordination. The result is global order emerging from local consistency. Now imagine one bird flying with th...

Towards Data Science

@towards-data-science · Javier Marin

towardsdatascience.com

Towards Data Science@towards-data-science