{
  "schema_version": 1,
  "title": "Repro - Training-Inference Consistent Segmented Execution for Long-Context LLMs",
  "emoji": "🎯",
  "space_id": "Umong/repro-consistent-segmented-execution",
  "paper": {
    "arxiv_id": "2605.11744"
  },
  "tags": [
    "icml2026-repro",
    "paper-PoRigyDOcC"
  ],
  "updated_at": "2026-07-17T11:49:43+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Training-Inference Consistent Segmented Execution for Long-Context LLMs",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-training-and-inference-share-identical-segment-level-forward-semantics",
        "title": "Claim 1: Training and inference share identical segment-level forward semantics",
        "file": "pages/claim-1-training-and-inference-share-identical-segment-level-forward-semantics/page.md",
        "children": []
      },
      {
        "slug": "claim-2-tbptt-computes-the-exact-gradient-of-the-stated-truncated-objective",
        "title": "Claim 2: TBPTT computes the exact gradient of the stated truncated objective",
        "file": "pages/claim-2-tbptt-computes-the-exact-gradient-of-the-stated-truncated-objective/page.md",
        "children": []
      },
      {
        "slug": "claim-3-the-truncated-training-objective-is-aligned-with-segmented-inference",
        "title": "Claim 3: The truncated training objective is aligned with segmented inference",
        "file": "pages/claim-3-the-truncated-training-objective-is-aligned-with-segmented-inference/page.md",
        "children": []
      },
      {
        "slug": "claim-4-long-range-retrieval-is-sparse-and-forward-only",
        "title": "Claim 4: Long-range retrieval is sparse and forward-only",
        "file": "pages/claim-4-long-range-retrieval-is-sparse-and-forward-only/page.md",
        "children": []
      },
      {
        "slug": "sources-protocol-and-integrity",
        "title": "Sources, protocol, and integrity",
        "file": "pages/sources-protocol-and-integrity/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "segmented-64223-repro",
        "title": "segmented-64223-repro",
        "file": "pages/segmented-64223-repro/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3035,
  "revision": "1784288983365630850"
}