logbook.json

{
  "schema_version": 1,
  "title": "Repro - Evolutionary Generation of Multi-Agent Systems",
  "emoji": "🎯",
  "space_id": "ParetoOptimal/repro-evomas",
  "paper": {
    "arxiv_id": "2602.06511"
  },
  "tags": [
    "icml2026-repro",
    "paper-ic0AGRIkmY"
  ],
  "updated_at": "2026-07-16T23:50:55+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Evolutionary Generation of Multi-Agent Systems",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "paper-approach",
        "title": "Paper & approach",
        "file": "pages/paper-approach/page.md",
        "children": []
      },
      {
        "slug": "claim-2-bbeh-accuracy-vs-baselines-toy",
        "title": "Official claim 1: +10.5 over EvoAgent on BBEH, +7.1 on WorkBench (toy-scale direction test)",
        "file": "pages/claim-2-bbeh-accuracy-vs-baselines-toy/page.md",
        "children": []
      },
      {
        "slug": "claim-3-swe-bench-verified-79-1-audit-only",
        "title": "Official claim 2: 79.1% on SWE-Bench-Verified with Claude-4.5-Sonnet (audit only)",
        "file": "pages/claim-3-swe-bench-verified-79-1-audit-only/page.md",
        "children": []
      },
      {
        "slug": "claim-5-execution-rate",
        "title": "Official claim 3: higher executability and runtime robustness (execution-rate measurements)",
        "file": "pages/claim-5-execution-rate/page.md",
        "children": []
      },
      {
        "slug": "claim-1-structured-configuration-generation",
        "title": "Evidence A: the EvoMAS mechanism — structured configs + evolutionary loop (underpins official claims 1 and 3)",
        "file": "pages/claim-1-structured-configuration-generation/page.md",
        "children": []
      },
      {
        "slug": "claim-4-meta-model-sensitivity-toy",
        "title": "Evidence B: meta-model sensitivity (supports official claims 1 and 3)",
        "file": "pages/claim-4-meta-model-sensitivity-toy/page.md",
        "children": []
      },
      {
        "slug": "evomas-repro",
        "title": "evomas-repro",
        "file": "pages/evomas-repro/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 11860,
  "revision": "1784245855730112194"
}