Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation 事件

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation arXiv:2606.04435v1 Announce Type: cross Abstract: Multi-step agentic retrieval-augmented generation (RAG) pipelines have demonstrated significant capability for complex reasoning tasks, yet remain vulnerable to a class of failure that existing hallucination detection mechanisms systematically miss: cascading hallucination, where errors introduced at early pipeline stages propagate and amplify across success