logbook.json

{
  "schema_version": 1,
  "title": "Repro - The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models",
  "emoji": "\ud83d\udd2c",
  "space_id": "bertfil/kpgURPRMGf",
  "paper": {
    "arxiv_id": "2601.15165",
    "openreview_id": "kpgURPRMGf",
    "title": "The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models",
    "url": "https://arxiv.org/abs/2601.15165"
  },
  "tags": [
    "icml2026-repro",
    "paper-kpgURPRMGf"
  ],
  "updated_at": "2026-07-20T03:52:40+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models",
    "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-arbitrary-order-decoding-has-flatter-pass-scaling",
        "title": "Claim 1 - Arbitrary-order decoding has flatter Pass@ scaling than auto\u2026",
        "file": "pages/claim-1-arbitrary-order-decoding-has-flatter-pass-scaling/page.md",
        "children": []
      },
      {
        "slug": "claim-2-problems-solved-by-arbitrary-order-decoding-are-la",
        "title": "Claim 2 - Problems solved by arbitrary-order decoding are largely a su\u2026",
        "file": "pages/claim-2-problems-solved-by-arbitrary-order-decoding-are-la/page.md",
        "children": []
      },
      {
        "slug": "claim-3-the-paper-identifies-entropy-degradation-at-logica",
        "title": "Claim 3 - The paper identifies entropy degradation at logical-fork tok\u2026",
        "file": "pages/claim-3-the-paper-identifies-entropy-degradation-at-logica/page.md",
        "children": []
      },
      {
        "slug": "claim-4-justgrpo-reaches-89-1-gsm8k-accuracy-with-standard",
        "title": "Claim 4 - JustGRPO reaches 89.1% GSM8K accuracy with standard GRPO on \u2026",
        "file": "pages/claim-4-justgrpo-reaches-89-1-gsm8k-accuracy-with-standard/page.md",
        "children": []
      },
      {
        "slug": "claim-5-justgrpo-trained-models-remain-compatible-with-par",
        "title": "Claim 5 - JustGRPO-trained models remain compatible with parallel deco\u2026",
        "file": "pages/claim-5-justgrpo-trained-models-remain-compatible-with-par/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": 5408,
  "revision": "1784519560047862600"
}