The First Drop of Ink: Nonlinear Impact of Misleading Information in Long-Context Reasoning
arXiv:2605.10828v1 Announce Type: new
Abstract: As large language models are increasingly deployed in retrieval-augmented generation and agentic systems that accumulate extensive context, understanding how distracting information affects long-context …