Same Simulation, Different Evidence: Where Retrieved Tool Output Costs LLM Agents Accuracy.

arXiv:2610.26836v1 Announce Type: new Abstract: LLM agents that compute the right answer can still answer wrongly. Agent harnesses increasingly keep long tool outputs out of the context window, saving them to files that the agent searches or reads on demand. W