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{
  "schema_version": 1,
  "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-approximation-theory-for-lipschitz-continuous-transformers",
  "paper": {
    "arxiv_id": "2602.15503"
  },
  "tags": [
    "arxiv:2602.15503",
    "icml2026-repro",
    "paper-OVBpXUvwMi"
  ],
  "updated_at": "2026-07-31T04:14:00+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers",
    "file": "pages/index.md",
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      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-6-current-verification",
        "title": "Current verification",
        "file": "pages/claim-6-current-verification/page.md",
        "children": []
      },
      {
        "slug": "claim-7-proof-reconstruction",
        "title": "Independent proof reconstruction",
        "file": "pages/claim-7-proof-reconstruction/page.md",
        "children": []
      },
      {
        "slug": "claim-8-visibility-matrix",
        "title": "Evaluator visibility matrix",
        "file": "pages/claim-8-visibility-matrix/page.md",
        "children": []
      },
      {
        "slug": "claim-9-release-report",
        "title": "Release report",
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      },
      {
        "slug": "claim-10-red-team",
        "title": "Evaluator-blind red team",
        "file": "pages/claim-10-red-team/page.md",
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      },
      {
        "slug": "claim-1-current",
        "title": "Claim 1 — MLP Euler layer",
        "file": "pages/claim-1-current/page.md",
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      },
      {
        "slug": "claim-2-current",
        "title": "Claim 2 — shallow attention",
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      },
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      },
      {
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        "title": "Claim 4 — universal approximation",
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      },
      {
        "slug": "claim-5-current",
        "title": "Claim 5 — restricted Stone-Weierstrass",
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      },
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        "slug": "claim-12-evidence",
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        "slug": "claim-13-verification-run",
        "title": "verification-run",
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      },
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        "slug": "conclusion",
        "title": "conclusion",
        "file": "pages/conclusion/page.md",
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