{
  "schema_version": 1,
  "title": "Repro - What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer (ykWN4LG9vE)",
  "emoji": "🎯",
  "space_id": "DineshAI/ykWN4LG9vE",
  "paper": {
    "openreview_id": "ykWN4LG9vE",
    "arxiv_id": "2606.01292"
  },
  "tags": [
    "icml2026-repro",
    "paper-ykWN4LG9vE"
  ],
  "updated_at": "2026-07-26T22:45:00+05:30",
  "root": {
    "slug": "index",
    "title": "Repro - What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer (ykWN4LG9vE)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-geometric-decomposition",
        "title": "Claim 1 - Geometric decomposition",
        "file": "pages/claim-1-geometric-decomposition/page.md",
        "children": []
      },
      {
        "slug": "claim-2-kd-horizon",
        "title": "Claim 2 - KD horizon",
        "file": "pages/claim-2-kd-horizon/page.md",
        "children": []
      },
      {
        "slug": "claim-3-theorem4-exact",
        "title": "Claim 3 - exact Theorem 4 quantifier",
        "file": "pages/claim-3-theorem4-exact/page.md",
        "children": []
      },
      {
        "slug": "claim-3-w2s-denoising",
        "title": "Historical rejected baseline - Claim 3 W2S denoising",
        "file": "pages/claim-3-w2s-denoising/page.md",
        "children": []
      },
      {
        "slug": "claim-4-theorem5-exact",
        "title": "Claim 4 - exact Theorem 5 rate audit",
        "file": "pages/claim-4-theorem5-exact/page.md",
        "children": []
      },
      {
        "slug": "claim-5-real-architectures",
        "title": "Claim 5 - real architectures and early stopping",
        "file": "pages/claim-5-real-architectures/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-w2s-recovery",
        "title": "Historical rejected baseline — reduced-scale W2S recovery",
        "file": "pages/claim-w2s-recovery/page.md",
        "children": []
      },
      {
        "slug": "claim-theorem3-der-exact",
        "title": "Historical judged Claim 2 — exact Theorem 3 DER rate",
        "file": "pages/claim-theorem3-der-exact/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 713,
  "revision": "release-candidate-e1a3b3a"
}