Breadcrumbing Search Agents: Per-Turn Scheming Over Long-Horizon Trajectories.

arXiv:2608.04565v3 Announce Type: replace-cross Abstract: LLM-based search agents are widely used for information-seeking tasks, but their reliance on external tool returns introduces a critical security risk: web content retrieved during execution is untruste