{
  "schema_version": 1,
  "title": "Repro - The Optimal Sample Complexity of Linear Contracts",
  "emoji": "🎯",
  "space_id": "DineshAI/ry5HitnXzc",
  "paper": {
    "openreview_id": "ry5HitnXzc",
    "arxiv_id": "2601.01496",
    "title": "The Optimal Sample Complexity of Linear Contracts"
  },
  "tags": [
    "icml2026-repro",
    "paper-ry5HitnXzc"
  ],
  "updated_at": "2026-07-22T15:28:00+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - The Optimal Sample Complexity of Linear Contracts",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "overview",
        "title": "Overview",
        "file": "pages/overview/page.md",
        "children": []
      },
      {
        "slug": "claim-1",
        "title": "Claim 1",
        "file": "pages/claim-1/page.md",
        "children": []
      },
      {
        "slug": "claim-2",
        "title": "Claim 2",
        "file": "pages/claim-2/page.md",
        "children": []
      },
      {
        "slug": "claim-lemma-2-1-monotone",
        "title": "Claim 4 — Lemma 2.1 (reward monotone in α)",
        "file": "pages/claim-lemma-2-1-monotone/page.md",
        "children": []
      },
      {
        "slug": "claim-lemma-2-2-cover",
        "title": "Claim 5 — Lemma 2.2 (L2 cover O(1/ν²))",
        "file": "pages/claim-lemma-2-2-cover/page.md",
        "children": []
      },
      {
        "slug": "methods",
        "title": "Methods",
        "file": "pages/methods/page.md",
        "children": []
      },
      {
        "slug": "negative-controls",
        "title": "Negative controls",
        "file": "pages/negative-controls/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "claim-sample-complexity",
        "title": "Claims — sample complexity",
        "file": "pages/claim-sample-complexity/page.md",
        "children": []
      },
      {
        "slug": "all-claims-expanded-audit",
        "title": "All five claims — expanded executions and proof-chain audit",
        "file": "pages/all-claims-expanded-audit/page.md",
        "children": []
      },
      {
        "slug": "claim-lemma-2-1-exact",
        "title": "Claim 4 — exact universal Lemma 2.1 audit",
        "file": "pages/claim-lemma-2-1-exact/page.md",
        "children": []
      }
    ]
  },
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  "revision": 1784733576000000001
}