{
  "schema_version": 1,
  "title": "Reproduction: Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-success-conditioning",
  "paper": {
    "arxiv_id": "2601.18175"
  },
  "tags": [
    "icml2026-repro",
    "paper-FEmXFeqYNZ"
  ],
  "updated_at": "2026-07-16T06:29:41+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-chi-squared-trust-region-equivalence-prop-4-1",
        "title": "Claim 1: Chi-squared trust-region equivalence (Prop 4.1)",
        "file": "pages/claim-1-chi-squared-trust-region-equivalence-prop-4-1/page.md",
        "children": []
      },
      {
        "slug": "claim-2-three-way-equality-at-every-state-prop-4-3-4-4",
        "title": "Claim 2: Three-way equality at every state (Prop 4.3-4.4)",
        "file": "pages/claim-2-three-way-equality-at-every-state-prop-4-3-4-4/page.md",
        "children": []
      },
      {
        "slug": "claim-3-conservative-improvement-operator-cor-4-5",
        "title": "Claim 3: Conservative improvement operator (Cor 4.5)",
        "file": "pages/claim-3-conservative-improvement-operator-cor-4-5/page.md",
        "children": []
      },
      {
        "slug": "claim-4-return-thresholding-misalignment-prop-7-1",
        "title": "Claim 4: Return thresholding misalignment (Prop 7.1)",
        "file": "pages/claim-4-return-thresholding-misalignment-prop-7-1/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3916,
  "revision": "1784183381320786226"
}