Evidence Blindness in Direct Corpus Interaction: Persistent Navigation with AtlasNav

Hongyu Guo, Zhiyu Zheng, Zhao Cao

Large language model agents are moving beyond conventional retrieval-augmented generation toward direct interaction with external corpora. Direct Corpus Interaction (DCI) keeps the…