Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing

Analyze attention graph topology to detect hallucinations in LLMs using Forman-Ricci curvature and impaired context sharing patterns.

Analyze attention graph topology to detect hallucinations in LLMs using Forman-Ricci curvature and impaired context sharing patterns.
A 60-second tour of VideoEval scoring 10 AI-generated clips: prompt adherence, color saturation, motion ghosting, pass/fail verdicts, and the human review queue. Real demo, real numbers.