logbook.json

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  "schema_version": 2,
  "title": "Reproduction: LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation",
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  "paper": {
    "arxiv_id": "2605.22054"
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  "tags": [
    "icml2026-repro",
    "paper-KxLNNxz9T9"
  ],
  "updated_at": "2026-08-03T02:33:33+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation",
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      {
        "slug": "executive-summary",
        "title": "Executive summary",
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      },
      {
        "slug": "claim-1-mechanism",
        "title": "Multi-fidelity mechanism",
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        "children": []
      },
      {
        "slug": "claim-2-benchmarks",
        "title": "Benchmark claims",
        "file": "pages/claim-2-benchmarks/page.md",
        "children": []
      },
      {
        "slug": "claim-3-gating-threshold",
        "title": "Gating-threshold ablation",
        "file": "pages/claim-3-gating-threshold/page.md",
        "children": []
      },
      {
        "slug": "claim-4-regret-bound",
        "title": "Regret-bound structure",
        "file": "pages/claim-4-regret-bound/page.md",
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      },
      {
        "slug": "claim-5-random-fidelity",
        "title": "Random-fidelity ablation",
        "file": "pages/claim-5-random-fidelity/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
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      }
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