A controlled synthetic-retrieval stress test shows that AI search agents differ greatly in handling untrustworthy, irrelevant, or false documents, and that HotpotQA is partly answerable from parametric knowledge alone.
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation
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DeepStress: Stress-Testing Deep Search Agents
A controlled synthetic-retrieval stress test shows that AI search agents differ greatly in handling untrustworthy, irrelevant, or false documents, and that HotpotQA is partly answerable from parametric knowledge alone.