The Hallucination Snowball: Modeling Error Propagation as State Transitions in Multi-Agent LLM Pipelines
A new arXiv study (2608.14588v1) formalizes the 'hallucination snowball effect' in multi-agent LLM pipelines, showing that hallucinations injected at Stage 1 transform through four states (Raw Fact to…