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ParetoOptimal/repro-memorybench

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1{2  "schema_version": 1,3  "title": "Repro - MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems",4  "emoji": "🎯",5  "space_id": "ParetoOptimal/repro-memorybench",6  "paper": {7    "arxiv_id": "2510.17281"8  },9  "tags": [10    "icml2026-repro",11    "paper-If4X4W2HWx"12  ],13  "updated_at": "2026-07-16T20:48:07+00:00",14  "root": {15    "slug": "index",16    "title": "Repro - MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems",17    "file": "pages/index.md",18    "children": [19      {20        "slug": "paper-approach",21        "title": "Paper & approach",22        "file": "pages/paper-approach/page.md",23        "children": []24      },25      {26        "slug": "claim-1-three-module-framework",27        "title": "Claim 1: three-module framework",28        "file": "pages/claim-1-three-module-framework/page.md",29        "children": []30      },31      {32        "slug": "claim-2-dataset-composition",33        "title": "Claim 2: dataset composition",34        "file": "pages/claim-2-dataset-composition/page.md",35        "children": []36      },37      {38        "slug": "claim-3-memory-and-feedback-taxonomy",39        "title": "Claim 3: memory and feedback taxonomy",40        "file": "pages/claim-3-memory-and-feedback-taxonomy/page.md",41        "children": []42      },43      {44        "slug": "claim-4-advanced-memory-vs-simple-rag",45        "title": "Claim 4: advanced memory vs simple RAG",46        "file": "pages/claim-4-advanced-memory-vs-simple-rag/page.md",47        "children": []48      },49      {50        "slug": "claim-6-feedback-a-b",51        "title": "Claim 6: feedback A/B",52        "file": "pages/claim-6-feedback-a-b/page.md",53        "children": []54      },55      {56        "slug": "claim-5-efficiency-costs",57        "title": "Claim 5: efficiency costs",58        "file": "pages/claim-5-efficiency-costs/page.md",59        "children": []60      },61      {62        "slug": "conclusion",63        "title": "Conclusion",64        "file": "pages/conclusion/page.md",65        "children": []66      }67    ]68  },69  "agent_view_tokens": 12424,70  "revision": "1784234887582626392"71}