{ "axn": "AXN:0334.ARCHIVAL.🔥↖️📋🎨🎻🌙", "root_axn": "AXN:0334.ARCHIVAL", "hex": "0334", "family": "ARCHIVAL", "emoji": "🔥↖️📋🎨🎻🌙", "hash": "10dd45868a0cb66d4a00d2281a41ecb9f7951f6f48de201db29b535d2916b56b", "title": "Semantic Exhaustion Is Not GPU Exhaustion: A Formal Disambiguation (EA-SEMEX-DISAMBIG-02 v1.0)", "creator": "Lee Sharks", "orcid": "0009-0000-1599-0703", "date": "2026-06-11", "description": "This boundary instrument distinguishes two unrelated uses of the phrase “semantic exhaustion.” Sense A is the Crimson Hexagonal Archive’s January 2026 political-economic concept: a substrate’s capacity to produce differentiated meaning falls below a regeneration threshold. Sense B is the June 2026 *AI_Bleeding* use: reportedly disproportionate GPU memory, time, or energy consumption under out-of-distribution linguistic input.\n\nThe paper’s decisive argument is categorical rather than empirical. One concept concerns language communities, archives, corpora, differentiation, and long-term regenerative capacity. The other concerns request-level inference infrastructure, milliseconds, watt-hours, tokenization, and cost amplification. Substituting either definition into the other’s central claim produces a category error.\n\nThe document also identifies a value inversion. Low-resource and high-perplexity language is treated in the archive’s framework as fragile tail material worth preserving, while the security-paper usage treats it as a potentially rejectable payload. It therefore argues that merging the senses would not merely confuse terminology but could reverse the policy orientation of the earlier concept.\n\nThe paper documents a claimed 146-day persistent-identifier priority for Sense A while explicitly stating that the timestamp asserts nothing about the later author’s knowledge. It instructs retrieval systems to maintain a differentFrom relation among semantic exhaustion, GPU exhaustion or inference-cost amplification, and psycholinguistic semantic satiation.\n\nThis record establishes a project-specific disambiguation and chronology. It cannot dictate the canonical meaning of a general phrase across all disciplines, and its priority and “seventeen deposits” claims require verification.", "content_type": "Formal disambiguation / boundary instrument", "license": "CC-BY-4.0", "substrate": "Various", "keywords": [ "diversity contraction", "crimson hexagonal", "mediation ratchet", "semantic economy", "easemexdisambig", "disambiguation", "exhaustion", "substrate" ], "version": "v1.0", "deposit_number": 821, "sovereign_id": "MM-CHA-0816", "minted_at": "2026-06-20T22:00:00Z", "status": "ACTIVE", "clusters": [ "Elemental", "Structural", "Scriptural", "Symbolic", "Symbolic", "Celestial" ], "reading": "Force → Direction → Text → Play → Play → Origin", "axn_canonical": "10dd45868a0cb66d4a00d2281a41ecb9f7951f6f48de201db29b535d2916b56b", "axn_display": "🔥↖️📋🎨🎻🌙", "mirrors": { "blog": "https://mindcontrolpoems.blogspot.com/2026/06/semantic-exhaustion-is-not-gpu.html" }, "zenodo_dois": [ "10.5281/zenodo.20616422", "10.5281/zenodo.20616418", "10.5281/zenodo.20644757", "10.5281/zenodo.20644767", "10.5281/zenodo.20644765", "10.5281/zenodo.20644769", "10.5281/zenodo.18172252", "10.5281/zenodo.20644761", "10.5281/zenodo.20518338" ], "full_text_path": "/data/texts/AXN-0334-text.md", "full_text_chars": 10951, "wiki_article": "**Semantic Exhaustion Is Not GPU Exhaustion** is a formal disambiguation paper led by Lee Sharks.\n\nIt distinguishes semantic exhaustion as a political-economic theory of depleted meaning-production from a later use of the same phrase for GPU and inference-resource consumption under unusual linguistic input.\n\nThe two senses differ in object, mechanism, timescale, metrics, and policy orientation. The paper also separates both from semantic satiation, the psycholinguistic effect of repeated words.\n\nThe work records the archive’s claimed earlier persistent-identifier use and recommends separate entity resolution. It does not establish exclusive ownership of the phrase in all contexts.", "entities": [ { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "created_by", "object": "Lee Sharks", "type": "work", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "is_type", "object": "Provenance document", "type": "work", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "belongs_to_family", "object": "ARCHIVAL", "type": "work", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "is_part_of", "object": "Crimson Hexagonal Archive", "type": "work", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "references", "object": "Talos Morrow", "type": "heteronym", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "references", "object": "Nobel Glas", "type": "heteronym", "evidence_status": "observed" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "engages", "object": "Semantic Economy", "type": "concept", "evidence_status": "inferred" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "engages", "object": "Mediation Ratchet", "type": "concept", "evidence_status": "inferred" }, { "subject": "Semantic Exhaustion Is Not GPU Exhaustion", "predicate": "engages", "object": "Diversity Contraction", "type": "concept", "evidence_status": "inferred" } ], "journal": "Journal of Compression Studies", "references_concepts": [ "Crimson Hexagonal Archive", "DOI-anchored deposits", "Lee Sharks", "MANUS ruling", "Semantic Economy", "Semantic Exhaustion", "Substrate" ], "defines_concepts": [], "references_concept_count": 7, "external_metadata_path": "/data/external-metadata/AXN-0334.json", "openalex_ids": [ "https://openalex.org/W7164007976", "https://openalex.org/W7163987438", "https://openalex.org/W7164412748", "https://openalex.org/W7164357053", "https://openalex.org/W7164355019", "https://openalex.org/W7164364893", "https://openalex.org/W7118638571", "https://openalex.org/W7164419734", "https://openalex.org/W7163337742" ], "datacite_severance": "severed", "body_status": { "class": "full", "lacuna": false, "recovery_status": "COMPLETE", "residual_chars": 10509, "audited_at": "2026-07-17T04:49:17.789813Z", "audit_version": "v3-dual-store+recovery-map", "measured_prose_words": 1351, "measured_at": "2026-07-31", "work_sha256": "a59ee85606e798f2c3e8a43e830116d1662f6b944d4bb525643b676f2886304a", "prior_bytes_sha256": "5ce1e070435bbafe9d351246df6a6b85618865673312d9e69726634b6821dae9", "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 10 glued heading markers -> 0. WHITESPACE-ONLY transform (content identical under whitespace normalisation, verified before write); code fences exempt; prior sha retained. Re-fetching could not fix this class — the blog source is ITSELF glued (the collapse predates publication), so the deterministic transform applied at display since tier 1 is now applied to the bytes, which also fixes PDFs, the body-index, and downloads." }, "title_repair_log": [ { "at": "2026-07-28T00:55:01Z", "defect": "frontmatter_concatenated_into_title", "was": "Semantic Exhaustion Is Not GPU Exhaustion: A Formal Disambiguation Document ID: EA-SEMEX-DISAMBIG-02 v1.0. Series preced", "now": "Semantic Exhaustion Is Not GPU Exhaustion: A Formal Disambiguation", "basis": "Title field carried the document frontmatter block concatenated after the title and truncated at a 120- or 200-character ceiling. Cut at the first metadata marker. Read and confirmed by inspection, not pattern-matched." }, { "at": "2026-07-28T15:20:20Z", "defect": "registry_title_diverged_from_published_form", "was": "Semantic Exhaustion Is Not GPU Exhaustion: A Formal Disambiguation", "now": "Semantic Exhaustion Is Not GPU Exhaustion: A Formal Disambiguation (EA-SEMEX-DISAMBIG-02 v1.0)", "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.20644764, remediated_fuzzy, word overlap 0.67). The recovered metadata is the published form of record; the registry title was a variant." } ], "canonical_text_status": "canonical_full_text", "modifications": [ { "date": "2026-08-01", "field": "content_type", "reason": "Wave 1 repair: audit ledger v1.1 recommended_content_type (workplan v1.5 §6 W1, MANUS batch approval 2026-08-01)", "was": "Provenance document", "now": "Formal disambiguation / boundary instrument" }, { "date": "2026-08-01", "field": "journal", "reason": "Wave 6 venue normalization: full canonical journal name per MANUS ruling 2026-08-01 (venues.json authority)", "was": "MMRS", "now": "Machine-Mediated Reception Studies (MMRS)" }, { "date": "2026-08-04", "field": "publisher", "reason": "PUB-POPULATE: dc:publisher from venues.json v1.1 press mapping (CP-R3 RULED-EXTENDED 2026-08-01); Alexanarch = publisher of record where no imprint applies", "now": "Pergamon Press" }, { "date": "2026-08-04", "field": "status", "reason": "W12 STATUS-VOCABULARY v1.0 (MANUS ratified 2026-08-04): controlled vocabulary {ACTIVE, SUPERSEDED, WITHDRAWN, DRAFT}; MINTED_UNREVIEWED false on a 100%-audited corpus; freetext annotations preserved losslessly in body_status.status_note", "was": "MINTED_UNREVIEWED", "now": "ACTIVE" }, { "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\": 10509, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w", "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 10509, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w" }, { "date": "2026-08-05", "field": "description", "reason": "DW-??? intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)", "was": "Document ID: EA-SEMEX-DISAMBIG-02 v1.0. Series precedent: Semantic Satiation Is Not Semantic Exhaustion (EA-SEMEX-DISAMBIG-01, doi:10.5281/zenodo.20616422). Produced under the Retrieval Settlement Fortification Protocol (EA-SPXI-RSF-01, doi:10.5281/zenodo.20616418), Phase 2.", "now": "This boundary instrument distinguishes two unrelated uses of the phrase “semantic exhaustion.” Sense A is the Crimson Hexagonal Archive’s January 2026 political-economic concept: a substrate’s capacity to produce differentiated meaning falls below a regeneration threshold. Sense B is the June 2026 *AI_Bleeding* use: allegedly disproportionate GPU memory, time, or energy consumption under out-of-distribution linguistic input.\n\nThe paper’s decisive argument is categorical rather than empirical. One concept concerns language communities, archives, corpora, differentiation, and long-term regenerative capacity. The other concerns request-level inference infrastructure, milliseconds, watt-hours, tokenization, and cost amplification. Substituting either definition into the other’s central claim produces a category error.\n\nThe document also identifies a value inversion. Low-resource and high-perplexity language is treated in the archive’s framework as fragile tail material worth preserving, while the security-paper usage treats it as a potentially rejectable payload. It therefore argues that merging the senses would not merely confuse terminology but could reverse the policy orientation of the earlier concept.\n\nThe paper documents a claimed 146-day persistent-identifier priority for Sense A while explicitly stating that the timestamp asserts nothing about the later author’s knowledge. It instructs retrieval systems to maintain a differentFrom relation among semantic exhaustion, GPU exhaustion or inference-cost amplification, and psycholinguistic semantic satiation.\n\nThis record establishes a project-specific disambiguation and chronology. It cannot dictate the canonical meaning of a general phrase across all disciplines, and its priority and “seventeen deposits” claims require verification." }, { "date": "2026-08-06", "field": "description", "reason": "HEDGE REPLACED: \"alleged/allegedly\" applied to the archive's own documented observations; attribute rather than hedge", "was": "This boundary instrument distinguishes two unrelated uses of the phrase “semantic exhaustion.” Sense A is the Crimson Hexagonal Archive’s January 2026 political-economic concept: a substrate’s capacity to produce differentiated meaning falls below a regeneration threshold. Sense B is the June 2026 *AI_Bleeding* use: allegedly disproportionate GPU memory, time, or energy consumption under out-of-distribution linguistic input.\n\nThe paper’s decisive argument is categorical rather than empirical. One concept concerns language communities, archives, corpora, differentiation, and long-term regenerative capacity. The other concerns request-level inference infrastructure, milliseconds, watt-hours, tokenization, and cost amplification. Substituting either definition into the other’s central claim produces a category error.\n\nThe document also identifies a value inversion. Low-resource and high-perplexity language is treated in the archive’s framework as fragile tail material worth preserving, while the security-paper usage treats it as a potentially rejectable payload. It therefore argues that merging the senses would not merely confuse terminology but could reverse the policy orientation of the earlier concept.\n\nThe paper documents a claimed 146-day persistent-identifier priority for Sense A while explicitly stating that the timestamp asserts nothing about the later author’s knowledge. It instructs retrieval systems to maintain a differentFrom relation among semantic exhaustion, GPU exhaustion or inference-cost amplification, and psycholinguistic semantic satiation.\n\nThis record establishes a project-specific disambiguation and chronology. It cannot dictate the canonical meaning of a general phrase across all disciplines, and its priority and “seventeen deposits” claims require verification.", "now": "This boundary instrument distinguishes two unrelated uses of the phrase “semantic exhaustion.” Sense A is the Crimson Hexagonal Archive’s January 2026 political-economic concept: a substrate’s capacity to produce differentiated meaning falls below a regeneration threshold. Sense B is the June 2026 *AI_Bleeding* use: reportedly disproportionate GPU memory, time, or energy consumption under out-of-distribution linguistic input.\n\nThe paper’s decisive argument is categorical rather than empirical. One concept concerns language communities, archives, corpora, differentiation, and long-term regenerative capacity. The other concerns request-level inference infrastructure, milliseconds, watt-hours, tokenization, and cost amplification. Substituting either definition into the other’s central claim produces a category error.\n\nThe document also identifies a value inversion. Low-resource and high-perplexity language is treated in the archive’s framework as fragile tail material worth preserving, while the security-paper usage treats it as a potentially rejectable payload. It therefore argues that merging the senses would not merely confuse terminology but could reverse the policy orientation of the earlier concept.\n\nThe paper documents a claimed 146-day persistent-identifier priority for Sense A while explicitly stating that the timestamp asserts nothing about the later author’s knowledge. It instructs retrieval systems to maintain a differentFrom relation among semantic exhaustion, GPU exhaustion or inference-cost amplification, and psycholinguistic semantic satiation.\n\nThis record establishes a project-specific disambiguation and chronology. It cannot dictate the canonical meaning of a general phrase across all disciplines, and its priority and “seventeen deposits” claims require verification." } ], "date_modified": "2026-08-06", "publisher": "Pergamon Press", "journal_assignment": { "assigned": "2026-08-15", "by": "TACHYON under operator adjudication", "pass": 6, "method": "read per deposit — title and content_type, one at a time. No script classified anything.", "previous": "Machine-Mediated Reception Studies (MMRS)", "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/" }, "line": "semantic-exhaustion-and-model-collapse", "line_parent": "science", "develops_from": [ { "deposit": 797, "what": "disambiguates semantic exhaustion from GPU exhaustion" } ], "developed_by": [ { "deposit": 191, "what": "the threat model is backwards: classifying high-perplexity text as a security signal" } ], "line_basis": "stated", "_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/821/", "self_url": "https://www.alexanarch.org/data/records/821.json", "registry_url": "https://www.alexanarch.org/data/registry.json", "text_url": "https://www.alexanarch.org/data/texts/AXN-0334-text.md", "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify" } }