AINeutralarXiv – CS AI · 8h ago7/10
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Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation
Researchers introduce CHARM, a framework for detecting and mitigating cascading hallucinations in multi-step AI reasoning pipelines where errors compound across stages. The system achieves 89.4% detection accuracy with minimal false positives, addressing a critical vulnerability in agentic RAG systems that existing methods fail to catch.