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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
We evaluate five open-weight readers with Vanilla context, BM25-RAG, Oracle retrieval, Memobase, and MemSearch as memory backends
https://en.wikipedia.org/wiki/Machu_Picchu
pe}}"},"notes":{"wt":"{{Infobox UNESCO World Heritage Site\n | child = yes\n | official_name = [[Historic Sanctuary of Machu Picchu]]\n | location = [[List of World Heritage Sites in the Americas|Latin America and the Caribbean]]\n | criteria = Mixed: i, iii, vii, ix\n | ID = 274\n | area = {{Convert|38160
https://en.wikipedia.org/wiki/Cistercians
of Clairvaux]]; [[Robert of Molesme]], [[Stephen Harding]], and [[Alberic of Cîteaux]]"},"website":{"wt":"{{URL|http://www
https://en.wikipedia.org/wiki/Thessalonica
6 Paleochristian and Byzantine monuments (UNESCO)
5
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https://arxiv.org/html/2501.13956v1
2 Knowledge Graph Construction
2.1 Episodes
2.2 Semantic Entities and Facts
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2.2.3 Temporal Extraction and Edge Invalidation
2.3 Communities
3 Memory Retrieval
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4 Experiments
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https://arxiv.org/html/2608.03048v1
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As an academic, philosopher, and statesman, Sarvepalli Radhakrishnan (1888-1975) was one of the most recognized and influential Indian thinkers in academic circles in the 20th century. Throughout his life and extensive writing career
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