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repro-is-code-better-than-language-for-algorithmic-reasoning
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{
  "schema_version": 2,
  "title": "Reproduction: Is Code Better Than Language for Algorithmic Reasoning?",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-is-code-better-than-language-for-algorithmic-reasoning",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-hUjo1XbeXc"
  ],
  "updated_at": "2026-07-23T10:02:39+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Is Code Better Than Language for Algorithmic Reasoning?",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-route-3-beats-route-2",
        "title": "Claim 1: Route 3 beats Route 2",
        "file": "pages/claim-1-route-3-beats-route-2/page.md",
        "children": []
      },
      {
        "slug": "claim-2-route-1-and-route-2-are-tied",
        "title": "Claim 2: Route 1 and Route 2 are tied",
        "file": "pages/claim-2-route-1-and-route-2-are-tied/page.md",
        "children": []
      },
      {
        "slug": "claim-3-execution-is-the-bottleneck",
        "title": "Claim 3: Execution is the bottleneck",
        "file": "pages/claim-3-execution-is-the-bottleneck/page.md",
        "children": []
      },
      {
        "slug": "claim-4-code-retains-decision-information",
        "title": "Claim 4: Code retains decision information",
        "file": "pages/claim-4-code-retains-decision-information/page.md",
        "children": []
      },
      {
        "slug": "claim-5-evaluation-scope-and-coverage",
        "title": "Claim 5: Evaluation scope and coverage",
        "file": "pages/claim-5-evaluation-scope-and-coverage/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
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