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 Table 9), briefly summarized here: (1) Alternative retrievers (dense E5, dense BGE-M3, hybrid BM25++rerank, and temporal across 55 readers ×\times 33 seeds) all stay ≥61\geq 61 pp below the Qwen3-3232B Oracle cross-session reasoning ceiling of 93
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https://arxiv.org/html/2608.02613v1
With the interaction history, it co-generates ground truth over six recall, reasoning, and trustworthiness evaluation dimensions

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https://arxiv.org/src/2211.10435
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https://arxiv.org/pdf/2608.02817
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https://whc.unesco.org/document/104960
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https://whc.unesco.org/document/125582
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https://dx.doi.org/10.5067/DOCUM-AQR07
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Sites: arxiv.org (3) · whc.unesco.org (3) · dlmultimedia.esa.int (3) · cdn.kernel.org (3)