logbook.json

{
  "schema_version": 1,
  "title": "Repro - MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems",
  "emoji": "🎯",
  "space_id": "ParetoOptimal/repro-memorybench",
  "paper": {
    "arxiv_id": "2510.17281"
  },
  "tags": [
    "icml2026-repro",
    "paper-If4X4W2HWx"
  ],
  "updated_at": "2026-07-16T20:48:07+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "paper-approach",
        "title": "Paper & approach",
        "file": "pages/paper-approach/page.md",
        "children": []
      },
      {
        "slug": "claim-1-three-module-framework",
        "title": "Claim 1: three-module framework",
        "file": "pages/claim-1-three-module-framework/page.md",
        "children": []
      },
      {
        "slug": "claim-2-dataset-composition",
        "title": "Claim 2: dataset composition",
        "file": "pages/claim-2-dataset-composition/page.md",
        "children": []
      },
      {
        "slug": "claim-3-memory-and-feedback-taxonomy",
        "title": "Claim 3: memory and feedback taxonomy",
        "file": "pages/claim-3-memory-and-feedback-taxonomy/page.md",
        "children": []
      },
      {
        "slug": "claim-4-advanced-memory-vs-simple-rag",
        "title": "Claim 4: advanced memory vs simple RAG",
        "file": "pages/claim-4-advanced-memory-vs-simple-rag/page.md",
        "children": []
      },
      {
        "slug": "claim-6-feedback-a-b",
        "title": "Claim 6: feedback A/B",
        "file": "pages/claim-6-feedback-a-b/page.md",
        "children": []
      },
      {
        "slug": "claim-5-efficiency-costs",
        "title": "Claim 5: efficiency costs",
        "file": "pages/claim-5-efficiency-costs/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 12424,
  "revision": "1784234887582626392"
}