{
  "schema_version": 1,
  "title": "Model Monotonicity in Autobidding — Exact 12/12 CPU Reproduction",
  "emoji": "🏛️",
  "space_id": "neonforestmist/Placeholder2",
  "paper": {
    "arxiv": "2605.31036",
    "openreview_id": "uiw8P2JGbW"
  },
  "tags": [
    "icml2026-repro",
    "paper-uiw8P2JGbW"
  ],
  "updated_at": "2026-07-20T20:40:23+00:00",
  "root": {
    "slug": "index",
    "title": "Model Monotonicity in Autobidding — Exact 12/12 CPU Reproduction",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "claim-1-fpa-revenue-monotonicity",
        "title": "Claim 1 — FPA revenue monotonicity",
        "file": "pages/claim-1-fpa-revenue-monotonicity/page.md",
        "children": []
      },
      {
        "slug": "claim-2-jensen-mechanism",
        "title": "Claim 2 — Jensen mechanism",
        "file": "pages/claim-2-jensen-mechanism/page.md",
        "children": []
      },
      {
        "slug": "claim-3-optimal-multiplier-and-welfare",
        "title": "Claim 3 — Optimal multiplier and welfare",
        "file": "pages/claim-3-optimal-multiplier-and-welfare/page.md",
        "children": []
      },
      {
        "slug": "claim-4-vcg-counterexample",
        "title": "Claim 4 — VCG counterexample",
        "file": "pages/claim-4-vcg-counterexample/page.md",
        "children": []
      },
      {
        "slug": "claim-5-budgeted-fpa-counterexample",
        "title": "Claim 5 — Budgeted-FPA counterexample",
        "file": "pages/claim-5-budgeted-fpa-counterexample/page.md",
        "children": []
      },
      {
        "slug": "claim-6-lp-lifting-and-characterization",
        "title": "Claim 6 — LP lifting and characterization",
        "file": "pages/claim-6-lp-lifting-and-characterization/page.md",
        "children": []
      },
      {
        "slug": "sources-controls-replay",
        "title": "Sources, controls & replay",
        "file": "pages/sources-controls-replay/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4539,
  "revision": "1784580023343436000"
}