Hallucination Energy

How Do You Measure a Hallucination?
Hallucination Energy
How to Evaluate a Hallucination Detector
Breaking the Detector
Containment Is Not Truth
Beyond Hallucination: Consistency and Sensitivity
Appendix: The Evidence Ledger
Warranted Search: When AI Must Prove Before It Looks
Beyond Hallucination Energy: A Three-Dimensional Framework for Reliable AI Outputs
Hallucination Energy: A Geometric Foundation for Policy-Bounded AI
From Evidence to Verifiability: Rebuilding Trust in AI Outputs 🔏