{ "schema_version": 2, "title": "Reproduction: Entropy-informed Decoding: Adaptive Information-Driven Branching", "emoji": "🎯", "space_id": "jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching", "paper": { "arxiv_id": "2605.09745" }, "tags": [ "icml2026-repro", "paper-lttx2Uy3mN" ], "updated_at": "2026-07-27T03:03:52+00:00", "root": { "slug": "index", "title": "Reproduction: Entropy-informed Decoding: Adaptive Information-Driven Branching", "file": "pages/index.md", "children": [ { "slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": [] }, { "slug": "claim-1-adaptive-branching-factor-scales-monotonically-with-normalized-entropy", "title": "Claim 1: Adaptive branching factor scales monotonically with normalized entropy", "file": "pages/claim-1-adaptive-branching-factor-scales-monotonically-with-normalized-entropy/page.md", "children": [] }, { "slug": "claim-2-entropy-adaptive-branching-has-lower-expected-cumulative-regret-than-fixed-width-branching", "title": "Claim 2: Entropy-adaptive branching has lower expected cumulative regret than fixed-width branching", "file": "pages/claim-2-entropy-adaptive-branching-has-lower-expected-cumulative-regret-than-fixed-width-branching/page.md", "children": [] }, { "slug": "claim-3-math-500-accuracy-and-expansion-efficiency-versus-beam-search-3", "title": "Claim 3: MATH 500 accuracy and expansion efficiency versus Beam Search 3", "file": "pages/claim-3-math-500-accuracy-and-expansion-efficiency-versus-beam-search-3/page.md", "children": [] }, { "slug": "claim-4-humaneval-and-scibench-accuracy-and-efficiency", "title": "Claim 4: HumanEval and SciBench accuracy and efficiency", "file": "pages/claim-4-humaneval-and-scibench-accuracy-and-efficiency/page.md", "children": [] }, { "slug": "claim-5-eden-has-75-posterior-probability-of-being-best-overall", "title": "Claim 5: EDEN has 75% posterior probability of being best overall", "file": "pages/claim-5-eden-has-75-posterior-probability-of-being-best-overall/page.md", "children": [] }, { "slug": "claim-6-black-box-entropy-estimation-remains-accurate-under-sublinear-sampling", "title": "Claim 6: Black-box entropy estimation remains accurate under sublinear sampling", "file": "pages/claim-6-black-box-entropy-estimation-remains-accurate-under-sublinear-sampling/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "traces": [ { "id": "019f97ce-791c-7682-a03f-d4438eba6bd1", "title": "EDEN six-claim reproduction session", "provider": "Codex", "model": "gpt-5.6-sol", "started_at": "2026-07-25T05:46:17.114000+00:00", "ended_at": "2026-07-27T03:03:44.158000+00:00", "duration_ms": 163047044, "event_count": 4005, "turn_count": 44, "source_available": true, "attached_at": "2026-07-27T02:16:07+00:00", "index_file": "traces/019f97ce-791c-7682-a03f-d4438eba6bd1/index.json" } ], "workspace": { "file": "workspace.json", "file_count": 99, "total_size": 230932241, "bucket_id": "jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-artifacts" }, "agent_view_tokens": 7032, "trace_view_tokens": 224630, "workspace_view_tokens": 2901, "revision": "f56e0d71baab6b3bbb67", "traces_ref": { "repo_id": "jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-traces", "repo_type": "dataset", "repo_url": "https://huggingface.co/datasets/jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-traces", "private": false, "viewer_path": "trackio/index.json" }, "trace_dataset": "https://huggingface.co/datasets/jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-traces", "workspace_ref": { "repo_id": "jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-artifacts", "repo_type": "bucket", "repo_url": "https://huggingface.co/buckets/jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-artifacts", "private": false }, "workspace_bucket": "https://huggingface.co/buckets/jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching-artifacts" }