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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" | |
| } |