{
  "schema_version": 1,
  "title": "Reproduction: Networked Information Aggregation for Binary Classification",
  "emoji": "🎯",
  "space_id": "ProCreations/repro-networked-information-aggregation-for-binary-classification",
  "paper": {
    "arxiv_id": "2605.01082"
  },
  "tags": [
    "icml2026-repro",
    "paper-mrtg4NmvAe"
  ],
  "updated_at": "2026-07-22T10:28:07+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Networked Information Aggregation for Binary Classification",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-depth-upper-bound",
        "title": "Claim 1: Depth upper bound",
        "file": "pages/claim-1-depth-upper-bound/page.md",
        "children": []
      },
      {
        "slug": "claim-2-depth-lower-bound",
        "title": "Claim 2: Depth lower bound",
        "file": "pages/claim-2-depth-lower-bound/page.md",
        "children": []
      },
      {
        "slug": "claim-3-residual-orthogonality",
        "title": "Claim 3: Residual orthogonality",
        "file": "pages/claim-3-residual-orthogonality/page.md",
        "children": []
      },
      {
        "slug": "claim-4-bce-kl-decomposition",
        "title": "Claim 4: BCE/KL decomposition",
        "file": "pages/claim-4-bce-kl-decomposition/page.md",
        "children": []
      },
      {
        "slug": "claim-5-logit-passing-protocol",
        "title": "Claim 5: Logit-passing protocol",
        "file": "pages/claim-5-logit-passing-protocol/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 1400,
  "revision": "1784716087001863000"
}