logbook.json

{
  "schema_version": 1,
  "title": "Repro - CAffNet Constraint-Affine NN (20hdQQQrA4)",
  "emoji": "🔗",
  "space_id": "DineshAI/20hdQQQrA4",
  "paper": {
    "arxiv_id": "2605.24437",
    "openreview_id": "20hdQQQrA4",
    "title": "CAffNet: Hard Constraint-Affine Neural Networks"
  },
  "tags": [
    "icml2026-repro",
    "paper-20hdQQQrA4"
  ],
  "updated_at": "2026-07-22T17:19:18+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - CAffNet Constraint-Affine NN (20hdQQQrA4)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-c3-constraint",
        "title": "Claim 3 — Provable constraint adherence",
        "file": "pages/claim-c3-constraint/page.md",
        "children": []
      },
      {
        "slug": "methods-environment",
        "title": "Methods & environment",
        "file": "pages/methods-environment/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-caffnet-hard",
        "title": "Claim 0 — CAffNet hard constraint + universal approx",
        "file": "pages/claim-caffnet-hard/page.md",
        "children": []
      },
      {
        "slug": "claim-4-control",
        "title": "Claim 4 — safety-critical control",
        "file": "pages/claim-4-control/page.md",
        "children": []
      },
      {
        "slug": "claim-hardnet-unicycle-control",
        "title": "Claim 5 — named HardNet baseline on the paper's unicycle task",
        "file": "pages/claim-hardnet-unicycle-control/page.md",
        "children": []
      },
      {
        "slug": "claim-theorem35-exact-bound",
        "title": "Theorem 3.5 — exact universal-approximation bound",
        "file": "pages/claim-theorem35-exact-bound/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 1368,
  "revision": "1784740758000"
}