Halgorithem – Catching AI Hallucinations Using Trees, No AI in Pipeline
Claims to catch hallucinations with trees, but benchmarks cover only four topics.
A Algo designed to detect AI Hallucitions
AI hallucination detector when Trustworthy AI and other tools already exist.
AI developers, content verification teams
Trustworthy AI · HallusionBench · FactScore
Claims to catch hallucinations with trees, but benchmarks cover only four topics.
Monitors internal latent collapse before tokens are sampled, not output semantics.
Peer-reviewed LLM hallucination detector using uncertainty quantification, published in JMLR and TMLR.
Detects hallucinations via latent space geometry instead of text analysis, but 54% detection rate is incomplete.
Detects hallucinations mid-generation via hidden state geometry, not output analysis.
Regression tests catch cross-domain hallucinations, but prompt-based approach won't scale.