{
 "axn": "AXN:02F4.GOVERNANCE.♠️🌱●□🕊️🔅",
 "hex": "02F4",
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 "emoji": "♠️🌱●□🕊️🔅",
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 "title": "Semantic Exhaustion: A Case Study in the Cost of Zero-Source Entity Substitution — Composition-Layer Substitution, the Scalar Transcription Homology, and the Recursive Atrophy Cost (v1.0)",
 "creator": "Sharks, Lee; clinical-theoretical contribution by Dr. Orin Trace",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-06-06",
 "description": "A case study by Lee Sharks, with a clinical-theoretical section contributed by Dr. Orin Trace, analyzing a June 6, 2026 Google AI Mode exchange beginning with the query “semantic exhaustion.”\n\nThe first response reportedly substituted the established psychological term **semantic satiation** for the archive’s structural concept. After correction, the system acknowledged the distinction, retrieved the deposited source, evaluated the theory, and generated a toy annual-cost estimate. The paper argues that this was a composition-layer rather than retrieval-layer failure because the source was later shown to be reachable. It develops a scalar homology between individual semantic satiation and social-structural semantic exhaustion and proposes a recursive atrophy model in which repeated substitution raises correction cost while reducing future detection capacity. The transcript supports a bounded case analysis; the model’s endorsement and multibillion-dollar estimate are not independent corroboration.",
 "content_type": "Theoretical paper",
 "license": "CC-BY-4.0",
 "substrate": "AI-assisted (substrate)",
 "keywords": [
  "theoretical paper",
  "provenance"
 ],
 "version": "",
 "status": "ACTIVE",
 "clusters": [
  "Symbolic",
  "Elemental",
  "Mathematical",
  "Mathematical",
  "Organic",
  "Liminal"
 ],
 "reading": "Play → Force → Proof → Proof → Growth → Threshold",
 "full_text_path": "/data/texts/AXN-02F4-text.md",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/06/semantic-exhaustion-case-study-in-cost.html",
  "machinemediation": "https://machinemediation.org/registry/#search=MM-CHA-0752"
 },
 "wiki_article": "The paper divides its primary transcript into four conditions:\n\n1. **Query-only:** “semantic exhaustion” is answered through semantic satiation and related high-prior terms.\n2. **Correction:** the user names zero-source entity substitution.\n3. **Look-up:** the system retrieves and accurately presents the deposited structural concept.\n4. **Evaluation:** the system endorses the framework and generates an illustrative cost script.\n\nThe paper treats Condition 3 as its strongest evidence. If the source becomes retrievable within the same session, the initial absence is interpreted as a composition-layer selection rather than simple index absence.\n\nIts theoretical intervention is the **scalar transcription homology**:\n\n- semantic satiation is local, temporary, and neural;\n- semantic exhaustion is proposed as infrastructural, cumulative, and social.\n\nThe two are treated as structurally related operations at different scales, not as synonyms.\n\nDr. Orin Trace’s contribution reframes the distinction through schizoanalysis:\n\n- satiation as an individual symptom;\n- exhaustion as a blockage in a flow of meaning through extractive infrastructure.\n\nThe **recursive atrophy cost** modifies a linear correction-cost model. Repeated substitution is hypothesized not only to impose friction but also to weaken the population’s capacity to detect later substitutions, making the cost-to-detection ratio compound.",
 "wiki_status": "provisional",
 "entities": [],
 "entity_status": "provisional",
 "sovereign_id": "MM-CHA-0752",
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 "download_md": "/data/deposits/AXN-02F4.md",
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 "citations": [
  {
   "title": "Zenodo record 18339319",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.18339319",
   "url": "https://doi.org/10.5281/zenodo.18339319",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 18338531",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.18338531",
   "url": "https://doi.org/10.5281/zenodo.18338531",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 18843830",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.18843830",
   "url": "https://doi.org/10.5281/zenodo.18843830",
   "role": "Cross-referenced work"
  }
 ],
 "citation_stats": {
  "total_doi_refs": 3
 },
 "deposit_number": 158,
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "references_concepts": [
  "Crimson Hexagonal Archive",
  "Deleuze position",
  "Failure mode",
  "Implications",
  "Lee Sharks",
  "License: CC BY 4.0",
  "Schizoanalytic",
  "Semantic Economy",
  "Semantic Economy framework",
  "Semantic Exhaustion",
  "Substrate",
  "The Asymmetry",
  "The Crimson Hexagon",
  "The distinguishing feature",
  "regeneration threshold"
 ],
 "defines_concepts": [],
 "references_concept_count": 15,
 "external_metadata_path": "/data/external-metadata/AXN-02F4.json",
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 "body_status": {
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  "lacuna": false,
  "recovery_status": "COMPLETE",
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  "audit_version": "v3-dual-store+recovery-map",
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 },
 "title_repair_log": [
  {
   "at": "2026-07-28T15:20:20Z",
   "defect": "registry_title_diverged_from_published_form",
   "was": "Semantic Exhaustion: A Case Study in the Cost of Zero-Source Entity Substitution Composition-Layer Substitution, the Scalar Transcription Homology, and the Recursive Atrophy Cost",
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   "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.20571790, remediated_fuzzy, word overlap 1.00). The recovered metadata is the published form of record; the registry title was a variant."
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 "modifications": [
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   "date": "2026-08-03",
   "field": "creator",
   "reason": "Wave C-0358 role projection (MANUS ruling: project declared roles): creator set to the body's observed byline per sealed row",
   "was": "Orin Trace",
   "now": "Sharks, Lee; clinical-theoretical contribution by Dr. Orin Trace"
  },
  {
   "date": "2026-08-04",
   "field": "journal",
   "reason": "W6-COMPLETE venue normalization (deferred #1-#358 half; corpus fully audited; MANUS ruling 2026-08-01)",
   "was": "Trans. SEI",
   "now": "Transactions of the Semantic Economy Institute (Trans. SEI)"
  },
  {
   "date": "2026-08-04",
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   "now": "Pergamon Press"
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   "field": "version",
   "reason": "AUDIT-DIRECTED VERSION REPAIR: registry asserted a version the body does not support; claim withdrawn and preserved as version_basis.prior_registry_claim",
   "was": "v1.0",
   "now": ""
  },
  {
   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-014 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "\"Semantic Exhaustion\" is a theoretical paper by Orin Trace in the Crimson Hexagonal Archive (2026-06-06). Composition-Layer Substitution, the Scalar Transcription Homology, and the Recursive Atrophy Cost. The work comprises 6,827 words and is classified under the GOVERNANCE family. Dr. Orin Trace di",
   "now": "A case study by Lee Sharks, with a clinical-theoretical section contributed by Dr. Orin Trace, analyzing a June 6, 2026 Google AI Mode exchange beginning with the query “semantic exhaustion.”\n\nThe first response reportedly substituted the established psychological term **semantic satiation** for the archive’s structural concept. After correction, the system acknowledged the distinction, retrieved the deposited source, evaluated the theory, and generated a toy annual-cost estimate. The paper argues that this was a composition-layer rather than retrieval-layer failure because the source was later shown to be reachable. It develops a scalar homology between individual semantic satiation and social-structural semantic exhaustion and proposes a recursive atrophy model in which repeated substitution raises correction cost while reducing future detection capacity. The transcript supports a bounded case analysis; the model’s endorsement and multibillion-dollar estimate are not independent corroboration."
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER 2 byte unglue (whitespace-only, content-identical, code-fence-safe)",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 45999, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w",
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  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "creator_roles": {
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   {
    "name": "Dr. Orin Trace",
    "role": "contributor"
   },
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    "name": "Lee Sharks",
    "role": "primary"
   },
   {
    "name": "Orin Trace",
    "role": "contributor"
   }
  ],
  "basis": "AUDIT-DIRECTED (creator_role_status=MATERIAL_CONFLICT): \"Project Lee Sharks as primary author, Dr. Orin Trace as scoped contributor, and avoid asserting a body version absent from the frozen declaration.\"",
  "audit_date": "2026-08-02"
 },
 "version_basis": {
  "ruling": "AUDIT: no supported numeric version — registry claim unasserted",
  "prior_registry_claim": "v1.0",
  "directive": "Project Lee Sharks as primary author, Dr. Orin Trace as scoped contributor, and avoid asserting a body version absent from the frozen declaration.",
  "audit_date": "2026-08-02"
 },
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 2,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": "Transactions of the Semantic Economy Institute (Trans. SEI)",
  "supersedes": "the 2026-06-21 preliminary batch mapping (#866), which assigned 864 deposits and put 371 in one venue",
  "authority": "data/cha-journals.json · datasets/venues/records/"
 },
 "_projection": {
  "note": "Derived file. Canonical machine record is this entry in data/registry.json; the human record is the record_url. Do not edit this file.",
  "record_url": "https://www.alexanarch.org/s/records/158/",
  "self_url": "https://www.alexanarch.org/data/records/158.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-02F4-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}