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"schema_version": 1,
"title": "Repro - Characterizing, Evaluating, and Optimizing Complex Reasoning",
"emoji": "\ud83d\udd2c",
"space_id": "bertfil/IMFgiWw4jd",
"paper": {
"arxiv_id": "2602.08498",
"openreview_id": "IMFgiWw4jd",
"title": "Characterizing, Evaluating, and Optimizing Complex Reasoning",
"url": "https://arxiv.org/abs/2602.08498"
},
"tags": [
"icml2026-repro",
"paper-IMFgiWw4jd"
],
"updated_at": "2026-07-20T03:52:32+00:00",
"root": {
"slug": "index",
"title": "Repro - Characterizing, Evaluating, and Optimizing Complex Reasoning",
"file": "pages/index.md",
"children": [
{
"slug": "00-scored-evidence-summary",
"title": "00 - Scored evidence summary",
"file": "pages/00-scored-evidence-summary/page.md",
"children": []
},
{
"slug": "claim-1-the-me2-principle-characterizes-reasoning-traces-a",
"title": "Claim 1 - The ME2 principle characterizes reasoning traces along macro\u2026",
"file": "pages/claim-1-the-me2-principle-characterizes-reasoning-traces-a/page.md",
"children": []
},
{
"slug": "claim-2-the-paper-represents-reasoning-traces-as-dags-with",
"title": "Claim 2 - The paper represents reasoning traces as DAGs with progressi\u2026",
"file": "pages/claim-2-the-paper-represents-reasoning-traces-as-dags-with/page.md",
"children": []
},
{
"slug": "claim-3-trm-is-trained-from-a-trm-preference-dataset-with",
"title": "Claim 3 - TRM is trained from a TRM-Preference dataset with a Bradley-\u2026",
"file": "pages/claim-3-trm-is-trained-from-a-trm-preference-dataset-with/page.md",
"children": []
},
{
"slug": "claim-4-trm-reaches-88-6-accuracy-on-the-validation-set-pa",
"title": "Claim 4 - TRM reaches 88.6% accuracy on the validation-set pairwise pr\u2026",
"file": "pages/claim-4-trm-reaches-88-6-accuracy-on-the-validation-set-pa/page.md",
"children": []
},
{
"slug": "claim-5-trm-guided-best-of-n-test-time-selection-improves",
"title": "Claim 5 - TRM-guided best-of-N test-time selection improves AIME24 and\u2026",
"file": "pages/claim-5-trm-guided-best-of-n-test-time-selection-improves/page.md",
"children": []
},
{
"slug": "claim-6-trm-guided-rl-improves-stem-and-math-benchmark-ave",
"title": "Claim 6 - TRM-guided RL improves STEM and math benchmark averages over\u2026",
"file": "pages/claim-6-trm-guided-rl-improves-stem-and-math-benchmark-ave/page.md",
"children": []
},
{
"slug": "reproduction-protocol-and-provenance",
"title": "Reproduction protocol and provenance",
"file": "pages/reproduction-protocol-and-provenance/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 6826,
"revision": "1784519552086739000"
} |