{ "axn": "AXN:0042.GOVERNANCE.πŸŽΊπŸ–ŠοΈπŸŽΊβ˜οΈβœ–οΈπŸŒ±", "root_axn": "AXN:0042.GOVERNANCE", "hex": "0042", "family": "GOVERNANCE", "emoji": "πŸŽΊπŸ–ŠοΈπŸŽΊβ˜οΈβœ–οΈπŸŒ±", "hash": "8b448b1f9219b0dab9609ca658f03893ea650f450002e25037e3e888a92e20ec", "title": "Semantic Exhaustion: An Executive Summary β€” The Depletion Threshold for Meaning-Production Across Substrates", "creator": "Lee Sharks", "orcid": "0009-0000-1599-0703", "date": "2026-01-07", "description": "A theoretical executive summary by Lee Sharks defining **semantic exhaustion** as the point at which extraction of meaning exceeds replenishment and meaning-producing systems lose the capacity to regenerate depth, context, and coherence.\n\nThe document describes five stages: extraction begins, extraction exceeds replenishment, quality degrades, a threshold is crossed, and cross-substrate cascade follows. It proposes an extraction/replenishment relation and the Semantic Debt Ratio, Exhaustion Proximity Index, and Regenerative Capacity Assessment. These are unvalidated framework measures, and the asserted equivalence between human burnout and model collapse, claims of an accelerating current trajectory, and threshold irreversibility remain hypotheses rather than established empirical findings.", "content_type": "Archive work", "license": "CC-BY-4.0", "substrate": "Various", "keywords": [ "metadata frame (machine-readable)", "exhaustion proximity index (epi)", "stage 3: quality degradation", "stage 1: extraction begins", "semantic debt ratio (sdr)", "cross-substrate signs", "early warning signs", "intervention points" ], "version": "v1.0", "deposit_number": 264, "sovereign_id": "MM-CHA-0062", "minted_at": "2026-06-20T22:00:00Z", "status": "ACTIVE", "clusters": [ "Symbolic", "Scriptural", "Symbolic", "Elemental", "Mathematical", "Elemental" ], "reading": "Play β†’ Text β†’ Play β†’ Force β†’ Proof β†’ Force", "axn_canonical": "8b448b1f9219b0dab9609ca658f03893ea650f450002e25037e3e888a92e20ec", "axn_display": "πŸŽΊπŸ–ŠοΈπŸŽΊβ˜οΈβœ–οΈπŸŒ±", "mirrors": { "blog": "https://mindcontrolpoems.blogspot.com/2026/01/semantic-exhaustion-executive-summary.html" }, "zenodo_dois": [ "10.5281/zenodo.18161783", "10.5281/zenodo.18148298", "10.5281/zenodo.18161697", "10.5281/zenodo.18172252", "10.5281/zenodo.18166394" ], "full_text_path": "/data/texts/AXN-0042-text.md", "full_text_chars": 13506, "wiki_article": "The five stages are:\n\n1. extraction;\n2. extraction beyond replenishment;\n3. quality degradation;\n4. threshold crossing;\n5. cascade.\n\nThe proposed cross-substrate loop is:\n\nexhausted human meaning production β†’ thinner training material β†’ degraded machine output β†’ increased burden on human producers β†’ further exhaustion.", "entities": [ { "subject": "CROSS-SUBSTRATE ALERT", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "This warning applies to human AND artificial semantic laborers. Preservation of this document serves" }, { "subject": "Cross-substrate cascade", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Exhausted human meaning-production β†’ depleted training corpora β†’ degraded AI outputs β†’ further burde" }, { "subject": "Current trajectory", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "E >> R across most domains. Threshold approach accelerating." }, { "subject": "For both", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "The extraction pattern that produces short-term value destroys the source of long-term capability. T" }, { "subject": "Human form", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Workers produce content, knowledge, care, coherence. Platforms monetize the output." }, { "subject": "Invisible until critical", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Systems often appear functional until exhaustion crosses threshold. Then collapse is rapid." }, { "subject": "Not fatigue", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Fatigue recovers with rest. Exhaustion names a threshold beyond which recovery requires intervention" }, { "subject": "Not inefficiency", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Efficiency framing suggests the problem is optimization. Exhaustion names destruction, not waste." }, { "subject": "Not scarcity", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "Scarcity implies a resource that could be increased with effort. Exhaustion implies a capacity that " }, { "subject": "To human readers", "predicate": "minted_in", "object": "Semantic Exhaustion: An Executive Summary β€” The Depletion Th", "type": "concept", "evidence_status": "observed", "note": "This document describes a depletion process affecting cultural coherence, institutional trust, and t" } ], "journal": "Transactions of the Semantic Economy Institute (Trans. SEI)", "cited_by": [ { "deposit": 95, "axn": "AXN:026A.GOVERNANCE.πŸ•”πŸ”§πŸŒΈπŸŒ—πŸ“ŽπŸ”" }, { "deposit": 192, "axn": "AXN:0336.EMPIRICAL.β˜€οΈπŸͺžπŸͺ„πŸ•˜πŸ—ΊοΈπŸ“‹" } ], "references_concepts": [ "CROSS-SUBSTRATE ALERT", "Coherence degradation", "Cross-substrate", "Cross-substrate cascade", "Current trajectory", "For both", "Hallucination", "Human form", "Invisible until critical", "Irreversibility", "Johannes Sigil", "Lee Sharks", "Long-term", "Not fatigue", "Not inefficiency", "Not metaphor", "Not scarcity", "Provenance collapse", "RESERVE", "Rex Fraction", "Semantic Debt", "Semantic Debt Ratio (SDR)", "Semantic Economy", "Semantic Exhaustion", "Semantic Liquidation", "Semantic extraction", "Semantic labor", "Substrate", "The Assembly", "To human readers", "Why This Matters", "regeneration threshold" ], "defines_concepts": [ "CROSS-SUBSTRATE ALERT", "Cross-substrate cascade", "Current trajectory", "For both", "Human form", "Invisible until critical", "Not fatigue", "Not inefficiency", "Not scarcity", "To human readers" ], "references_concept_count": 32, "external_metadata_path": "/data/external-metadata/AXN-0042.json", "openalex_ids": [ "https://openalex.org/W7119069562", "https://openalex.org/W7118181249", "https://openalex.org/W7119039948", "https://openalex.org/W7118638571", "https://openalex.org/W7118396026" ], "datacite_severance": "severed", "body_status": { "class": "full", "lacuna": false, "recovery_status": "COMPLETE", "residual_chars": 11838, "audited_at": "2026-07-17T04:49:17.789813Z", "audit_version": "v3-dual-store+recovery-map", "measured_prose_words": 1631, "measured_at": "2026-07-31" }, "title_repair_log": [ { "at": "2026-07-28T15:20:20Z", "defect": "registry_title_diverged_from_published_form", "was": "Semantic Exhaustion: An Executive Summary β€” The Depletion Threshold for Meaning-Production Across Substrates", "now": "Semantic Exhaustion: An Executive Summary β€” The Depletion Threshold for Meaning-Production Across Substrates β€” Crimson Hexagon Archive", "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.18172251, remediated_fuzzy, word overlap 0.77). 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