{
  "schema_version": 1,
  "title": "Repro - Token Sample Complexity of Attention",
  "emoji": "\ud83c\udfaf",
  "space_id": "DineshAI/K5blb595KX",
  "paper": {
    "arxiv_id": "2512.10656",
    "openreview_id": "K5blb595KX"
  },
  "tags": [
    "icml2026-repro",
    "paper-K5blb595KX"
  ],
  "updated_at": "2026-07-25T10:00:00+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Token Sample Complexity of Attention",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "overview",
        "title": "Overview",
        "file": "pages/overview/page.md",
        "children": []
      },
      {
        "slug": "claim-1-uniform-1-n-rate",
        "title": "Claim 1 \u2014 uniform 1/\u221an rate",
        "file": "pages/claim-1-uniform-1-n-rate/page.md",
        "children": []
      },
      {
        "slug": "claim-2-hardmax-logarithmic-rate",
        "title": "Claim 2 \u2014 hardmax logarithmic rate",
        "file": "pages/claim-2-hardmax-logarithmic-rate/page.md",
        "children": []
      },
      {
        "slug": "claim-3-theorem-44-sub-parametric",
        "title": "Claim 3 \u2014 Theorem 4.4: sub-parametric",
        "file": "pages/claim-3-theorem-44-sub-parametric/page.md",
        "children": []
      },
      {
        "slug": "claim-4-corollary-45-mean-poly-psi",
        "title": "Claim 4 \u2014 Cor 4.5: mean, poly \u03a8",
        "file": "pages/claim-4-corollary-45-mean-poly-psi/page.md",
        "children": []
      },
      {
        "slug": "claim-5-bert-wikipedia",
        "title": "Claim 5 \u2014 BERT on Wikipedia",
        "file": "pages/claim-5-bert-wikipedia/page.md",
        "children": []
      },
      {
        "slug": "methods-environment",
        "title": "Methods & environment",
        "file": "pages/methods-environment/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "non-toy-full-scale-repair",
        "title": "Historical: non-toy repair",
        "file": "pages/non-toy-full-scale-repair/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5000,
  "revision": "1784270930798119725"
}