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"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"
} |