Charlotin’s live database tracks 1,610 legal decisions involving AI hallucinations including 1,122 U.S. matters. We document 65 representative failures across 6 industries — real costs, real consequences, and how deterministic verification prevents each one.
HLE is the hardest AI benchmark ever created — 2,500 expert-level questions across 100 subjects. No AI comes close to passing.
These scores are graded by OpenAI’s o3-mini — from a model family with a 51% hallucination rate on factual questions. An independent audit found 18–29% of HLE’s science answers contradict peer-reviewed literature (FutureHouse / Scale AI, 2025).
Case Database
Click any case to see exactly how the ZH Standard could have prevented it.
Showing 65 of 65 verified cases
STOP TRUSTING. START VERIFYING.
ZH-1 catches hallucinations AND human data manipulation — with a SHA-256 audit trail that proves every check was performed.
Start FreeRepresentative cases are sourced from public court records, news coverage, and official benchmarks. Legal-decision total refreshes from Charlotin’s database.