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OBLIQ-Bench introduces a suite of five oblique search tasks that expose a gap between retrieval and verification: reasoning LLMs easily recognize relevant documents once surfaced, but even state-of-the-art retrievers fail to surface them, highlighting overlooked bottlenecks in modern retrieval systems.