{
  "abstract": "A language model generation already contains information that most application pipelines discard: token probabilities, partial structure, confidence changes, segment boundaries, and the moment at which a typed object becomes complete. Conventional systems wait for the entire response, then invoke a parser, classifier, second model, or postprocessor to rediscover structure that was visible during emission. Route M-Flight is a streaming architecture that routes, validates, records, and optionally entropy-codes typed segments during one generation flight. A model emits into declared channels—claims, actions, deltas, citations, explanations, tool arguments, receipts, or fallback prose. Segment validators operate at cutlines. Completed segments can be sealed with exact context, model/runtime identity, probability quantization, output digest, and raw fallback. The immediate product value is not compression. It is lower duplication, earlier useful structure, bounded repair, and one-pass population of several surfaces. The compression extension uses the emitting model's own next-token probabilities to code exact output without a second inference pass, but bit-exact decoder conformance remains a serious research constraint.",
  "author": "Hayden Lindley",
  "category": "Model Systems",
  "claims": {
    "claims": [
      {
        "claim_id": "P14-C01",
        "evidence_refs": [
          "P14-S01",
          "P14-S03",
          "P14-S05"
        ],
        "limitations": [
          "Integrated live implementation remains outstanding."
        ],
        "public": true,
        "scope": "Streaming runtime architecture.",
        "statement": "A generation flight can be divided into typed cutline segments that validate and populate multiple application surfaces.",
        "status": "SPECIFIED"
      },
      {
        "claim_id": "P14-C02",
        "evidence_refs": [
          "P14-S04"
        ],
        "limitations": [
          "Not a complete per-step hidden-state trace or M-flight codec."
        ],
        "public": true,
        "scope": "Recorded local run artifact.",
        "statement": "Local research tooling captured next-token top-k probabilities and separate forward tensors under explicit caveats.",
        "status": "IMPLEMENTED"
      },
      {
        "claim_id": "P14-C03",
        "evidence_refs": [
          "P14-S01",
          "P14-S02",
          "P14-S03"
        ],
        "limitations": [
          "Product and codec benefits must be measured separately."
        ],
        "public": true,
        "scope": "Matched local runtime experiment.",
        "statement": "M-flight reduces total latency and storage for structured LLM output compared with full response plus second-pass parsing/compression.",
        "status": "HYPOTHESIS"
      }
    ],
    "disclosure_note": "Claims marked non-public in the authored ledger are omitted from this public artifact.",
    "paper": "p14-route-m-flight",
    "version": "0.1.0",
    "withheld_claim_count": 0
  },
  "date": "2026-07-27",
  "diagrams": {
    "diagrams": [
      {
        "brief": "Token stream passes through cutlines to claims, evidence, deltas, actions, prose, and receipts with per-route validation.",
        "format": "svg",
        "id": "P14-F01",
        "path": "/diagrams/p14-route-m-flight/P14-F01.svg",
        "status": "source-generated conceptual architecture",
        "title": "One generation flight, many routes"
      },
      {
        "brief": "Exact context/model/probabilities feed entropy coder; output digest and raw fallback protect conformance.",
        "format": "svg",
        "id": "P14-F02",
        "path": "/diagrams/p14-route-m-flight/P14-F02.svg",
        "status": "source-generated conceptual architecture",
        "title": "M-flight segment seal"
      },
      {
        "brief": "Pre-articulation expression contract followed by in-flight route/segment validation.",
        "format": "svg",
        "id": "P14-F03",
        "path": "/diagrams/p14-route-m-flight/P14-F03.svg",
        "status": "source-generated conceptual architecture",
        "title": "Signal Gate plus M-Flight"
      }
    ],
    "paper": "p14-route-m-flight"
  },
  "evidence_state": "SPECIFIED",
  "id": "p14-route-m-flight",
  "institution": "Glyphd Labs",
  "integrity": {
    "claim_ledger_sha256": "0eb2703e4377d8fa4a7fece921374ef87b67ef7ce3cccce9fde8fcea700e6df9",
    "paper_mdx_sha256": "adf19c0e0ee9cf4a93683cd790539facbfa9060861a06af214fe070db7cf4b97"
  },
  "public_disclosure_boundary": "This edition publishes the public-safe streaming architecture, current instrumentation evidence, and benchmark criteria. It excludes private probability traces, proprietary routing thresholds, unpublished codec implementation, and patent-claim drafting. No latency or compression advantage is claimed as achieved.",
  "publication_class": "public-safe working paper",
  "publication_url": "https://www.glyphd.com/papers/p14-route-m-flight",
  "revisions": {
    "paper": "p14-route-m-flight",
    "revisions": [
      {
        "date": "2026-07-27",
        "summary": "First synthesized public-safe institute edition compiled from the Glyphd project corpus.",
        "version": "0.1.0"
      }
    ]
  },
  "schema_version": "1.0.0",
  "slug": "p14-route-m-flight",
  "sources": {
    "notes": "Internal source paths are provenance references. Public publication must expose only approved public-safe excerpts or archived public artifacts.",
    "paper": "p14-route-m-flight",
    "sources": [
      {
        "date": "2026-07-12",
        "id": "P14-S01",
        "path": "GLYPHDRIVE-OOC-FOLD-SPEC-v0.2.md",
        "title": "GlyphDrive OOC fold/2 Specification v0.2"
      },
      {
        "date": "2026-07-12",
        "id": "P14-S02",
        "path": "GLYPHDRIVE-FOVEA-OOC-TECHNICAL-ASSESSMENT-v0.2-PLANNING.md",
        "title": "GlyphDrive/FOVEA/OOC Technical Assessment"
      },
      {
        "date": "2026-07-15",
        "id": "P14-S03",
        "path": "ZEKE-4B-MAXFLEX-RUNTIME-MASTER-SPEC-v0.1.md",
        "title": "Zeke 4B Max-Flex Runtime Master Spec"
      },
      {
        "date": "2026-03-27",
        "id": "P14-S04",
        "path": "run.export.md",
        "title": "Local model run export"
      },
      {
        "date": "2026-05-05",
        "id": "P14-S05",
        "path": "SIGNAL_GATE_ARCHITECTURE.md",
        "title": "SchemaStack Signal Gate architecture"
      }
    ],
    "version": "0.1.0"
  },
  "subtitle": "Route M-Flight, streaming cutlines, multi-surface output, and optional in-flight lossless coding",
  "title": "Routing Structured Outputs During Generation",
  "version": "0.1.0"
}