ParetoOptimal/repro-evomas

1{2  "schema_version": 1,3  "title": "Repro - Evolutionary Generation of Multi-Agent Systems",4  "emoji": "🎯",5  "space_id": "ParetoOptimal/repro-evomas",6  "paper": {7    "arxiv_id": "2602.06511"8  },9  "tags": [10    "icml2026-repro",11    "paper-ic0AGRIkmY"12  ],13  "updated_at": "2026-07-16T23:50:55+00:00",14  "root": {15    "slug": "index",16    "title": "Repro - Evolutionary Generation of Multi-Agent Systems",17    "file": "pages/index.md",18    "children": [19      {20        "slug": "paper-approach",21        "title": "Paper & approach",22        "file": "pages/paper-approach/page.md",23        "children": []24      },25      {26        "slug": "claim-2-bbeh-accuracy-vs-baselines-toy",27        "title": "Official claim 1: +10.5 over EvoAgent on BBEH, +7.1 on WorkBench (toy-scale direction test)",28        "file": "pages/claim-2-bbeh-accuracy-vs-baselines-toy/page.md",29        "children": []30      },31      {32        "slug": "claim-3-swe-bench-verified-79-1-audit-only",33        "title": "Official claim 2: 79.1% on SWE-Bench-Verified with Claude-4.5-Sonnet (audit only)",34        "file": "pages/claim-3-swe-bench-verified-79-1-audit-only/page.md",35        "children": []36      },37      {38        "slug": "claim-5-execution-rate",39        "title": "Official claim 3: higher executability and runtime robustness (execution-rate measurements)",40        "file": "pages/claim-5-execution-rate/page.md",41        "children": []42      },43      {44        "slug": "claim-1-structured-configuration-generation",45        "title": "Evidence A: the EvoMAS mechanism — structured configs + evolutionary loop (underpins official claims 1 and 3)",46        "file": "pages/claim-1-structured-configuration-generation/page.md",47        "children": []48      },49      {50        "slug": "claim-4-meta-model-sensitivity-toy",51        "title": "Evidence B: meta-model sensitivity (supports official claims 1 and 3)",52        "file": "pages/claim-4-meta-model-sensitivity-toy/page.md",53        "children": []54      },55      {56        "slug": "evomas-repro",57        "title": "evomas-repro",58        "file": "pages/evomas-repro/page.md",59        "children": []60      },61      {62        "slug": "conclusion",63        "title": "Conclusion",64        "file": "pages/conclusion/page.md",65        "children": []66      }67    ]68  },69  "agent_view_tokens": 11860,70  "revision": "1784245855730112194"71}