{"dep": 1, "title": "Zenodotus' Book-Burning: Loud Exclusion at Repository Scale", "date": "2026-06-19", "para": 2, "sent": 12, "sentence": "Six defined concepts, sharpened abstract, MMRS field relationship, Pristine Fallacy/classifier model collapse linkage, TRUST/FAIR tied to theoretical mechanisms, heteronymic multiplication developed, conclusion with operational Alexanarch.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Alexanarch"], "cand_id": "R0001"}
{"dep": 1, "title": "Zenodotus' Book-Burning: Loud Exclusion at Repository Scale", "date": "2026-06-19", "para": 81, "sent": 180, "sentence": "The Model Collapse Triptych — three papers within the removed archive — documented this phenomenon across generative systems.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive"], "cand_id": "R0002"}
{"dep": 1, "title": "Zenodotus' Book-Burning: Loud Exclusion at Repository Scale", "date": "2026-06-19", "para": 87, "sent": 205, "sentence": "The archive that theorized model collapse was removed by a system that may be undergoing classifier model collapse [Inferred].", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0003"}
{"dep": 1, "title": "Zenodotus' Book-Burning: Loud Exclusion at Repository Scale", "date": "2026-06-19", "para": 176, "sent": 492, "sentence": "The archive that theorized model collapse was removed by a system that may be undergoing classifier model collapse [Inferred].", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0004"}
{"dep": 18, "title": "The Semantic Economy: A Marxian Accounting Framework for the Production, Extraction, and Exhaustion of Meaning as Value", "date": "2026-02-20", "para": 5, "sent": 9, "sentence": "The framework introduces three categories absent from existing literature: the resistance term Gamma (Γ), which names the structural limit of commodification—value constituted by somatic commitment rather than exchange; the material labor term L_labor, which specifies how symbolic intervention reorganizes material conditions without collapsing into idealism; and semantic exhaustion as a predictive category for model collapse, community degradation, and meaning depletion under platform capitalism.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0005"}
{"dep": 18, "title": "The Semantic Economy: A Marxian Accounting Framework for the Production, Extraction, and Exhaustion of Meaning as Value", "date": "2026-02-20", "para": 6, "sent": 15, "sentence": "**Keywords:** semantic economy, semantic labor, semantic capital, semantic liquidation, semantic exhaustion, semantic rent, platform capitalism, digital labor, immaterial labor, cognitive capitalism, meaning as value, AI training, Gamma, resistance to commodification, coherence value, Voloshinov, Marx, value theory, operative semiotics, general intellect, model collapse, content moderation, semantic infrastructure", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0006"}
{"dep": 102, "title": "Canon Formation in the Age of AI: Metadata Packet for Disambiguation, Training-Layer Selection, and Retrocausal Reception (v1.1)", "date": "2026-05-08", "para": 61, "sent": 109, "sentence": "### 5.2 Inverted fan (inward paths)- canon formation → selection pressure → training-layer selection → retrocausal canon formation- reception theory → machine reception → training-layer reception → retrocausal canon formation- digital humanities → AI + humanities → training data as cultural archive → retrocausal canon formation- AI training data curation → what gets included → filtering as canon formation → retrocausal canon formation- library science → collection development → training-set curation → retrocausal canon formation- model collapse → diversity loss → Inflow of Reality → what's excluded matters → retrocausal canon formation- cultural memory → what societies remember → AI as memory infrastructure → retrocausal canon formation", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive"], "cand_id": "R0007"}
{"dep": 102, "title": "Canon Formation in the Age of AI: Metadata Packet for Disambiguation, Training-Layer Selection, and Retrocausal Reception (v1.1)", "date": "2026-05-08", "para": 81, "sent": 133, "sentence": "canon formation; retrocausal canon formation; literary canon; AI training data; training-layer selection; reception theory; digital humanities; canon studies; cultural memory; AI training bias; AI summarization; training set as anthology; retrieval as canonization; model collapse; Inflow of Reality; the Amputation; Wikipedia-Centric Trap; Provenance Erasure Rate; Crimson Hexagonal Archive; Lee Sharks; Semantic Economy", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Archive", "Crimson Hexagonal", "Lee Sharks"], "cand_id": "R0008"}
{"dep": 129, "title": "TL;DR:013 — The Apparatus Turns Inward: Google AI Mode Self-Applies the Provenance Erasure Rate and Diagnoses Itself at PER ≈ 0.8889", "date": "2026-05-26", "para": 9, "sent": 12, "sentence": "On 2026-05-26, Google AI Mode performed three operations in sequence on a single conversation:- Defined *provenance erasure* using the canonical three-domain framing (AI/digital synthesis, history/museology, data privacy) — naming the AI-domain mechanism in the operator's own terms (\"semantic exhaustion — the cumulative depletion of meaning-bearing structures in public knowledge because attribution isn't preserved\") and citing the canonical Zenodo definition surface at provenanceerasure.org.- Defined the *Provenance Erasure Rate* using the operator's mathematical formulation (PER = 1 − Retained / Required), the operator's three-tier taxonomy (PER-M / PER-C / PER-D), and the operator's substrate-degradation pathway (high PER → reduced returns to creators → content hollowing → synthetic contamination → model collapse).", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["surface"], "cand_id": "R0009"}
{"dep": 150, "title": "Brave Grey Drool: An Assembly Chorus Polyvocal Effective Act — On the Master-Slave Dialectic of the Semantic Commodity Form, Its Inversion, and the Clearing of ", "date": "2026-06-04", "para": 87, "sent": 211, "sentence": "[Agent Printing Presses] ──> Brave Grey Drool ──> Pollutes Retrieval Surface ──> Model Collapse", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Surface"], "cand_id": "R0010"}
{"dep": 163, "title": "The Neglected Author as Tail-Preserving Labor: A Coupling Hypothesis on Recognition Bias, Tail-Renewal Value, and the AI-Era Decoupling of Uptake from Consecrat", "date": "2026-06-08", "para": 50, "sent": 137, "sentence": "| Literature | What it names | What it leaves unaddressed | |---|---|---| | Mertonian cumulative advantage | Recognition concentrates with the already-recognized | System's functional dependence on the unrecognized | | Matilda effect | Sex-linked under-recognition | Structural mechanism beyond demographic axis | | Bourdieu cultural field | The consecration apparatus and its temporality | What happens when absorption operates outside consecration | | Social reproduction (Federici) | Dependence-with-devaluation as systemic operation | The specific cognitive-variance form of the labor | | Critical AI labor (Crawford, Gray-Suri) | AI's invisible labor architecture | Variance-generative (vs ground-truth) labor specifically | | Model collapse (Shumailov) | Progressive tail degradation under recursive synthetic training | Connection to social-recognition layer | | Canon formation (Guillory) | C", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0011"}
{"dep": 172, "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)", "date": "2026-06-09", "para": 7, "sent": 10, "sentence": "AI-generated synthesis increasingly mediates first contact with informational queries, while zero-click search has become the majority pattern on major search surfaces; the human-authored share of the open web is in measured decline; production systems increasingly exhibit homogenization and synthetic-recursion symptoms consistent with the risks demonstrated in model-collapse research; and this archive has recorded, with timestamps, the dissolution of four of its own coined terms into their nearest conventional neighbors.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive"], "cand_id": "R0012"}
{"dep": 188, "title": "On the Poetics of Adversarial Prompts: Why Bad Verse Works and Good Verse Works Better — A Literary Analysis of Bisconti et al. (2025) and the Future of Semanti", "date": "2026-06-11", "para": 90, "sent": 202, "sentence": "The archive's refutation, *The Threat Model Is Backwards* (EA-TAILGUARD-01, doi:10.5281/zenodo.20644761), demonstrated that every threat predicate in such a gate is model-relative: \"out-of-distribution,\" \"high-perplexity,\" \"semantically opaque\" measure nothing but distance from the training distribution, making the security layer an enforcement arm of the model's prior — and that the rejected input is precisely the distributional tail whose preservation the model-collapse literature (Shumailov et al., Nature 2024) identifies as a condition of long-term model health.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0013"}
{"dep": 199, "title": "Generative Monoculture Model Collapse in Code as Systemic Vulnerability", "date": "2026-06-13", "para": 20, "sent": 43, "sentence": "Model collapse names the distributional contraction; code security names the elevated and often test-invisible vulnerability surface; monoculture theory names the ecosystem-level consequence.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["surface"], "cand_id": "R0014"}
{"dep": 264, "title": "Semantic Exhaustion: An Executive Summary — The Depletion Threshold for Meaning-Production Across Substrates", "date": "2026-01-07", "para": 8, "sent": 8, "sentence": "{ \"@context\": \"https://schema.org\", \"@type\": \"TechArticle\", \"name\": \"Semantic Exhaustion: An Executive Summary\", \"alternateName\": \"The Depletion Threshold for Meaning-Production Across Substrates\", \"author\": { \"@type\": \"Person\", \"name\": \"Lee Sharks\", \"alternateName\": [\"Johannes Sigil\", \"Rex Fraction\"] }, \"datePublished\": \"2026-01-06\", \"identifier\": { \"@type\": \"PropertyValue\", \"propertyID\": \"DOI\", \"value\": \"10.5281/zenodo.18172252\" }, \"isPartOf\": { \"@type\": \"CreativeWork\", \"name\": \"Semantic Economy Framework\", \"identifier\": \"10.5281/zenodo.18148298\" }, \"about\": [ \"Semantic exhaustion\", \"Meaning depletion\", \"Model collapse\", \"Cross-substrate warning\", \"Regeneration threshold\" ], \"keywords\": [ \"semantic exhaustion\", \"semantic economy\", \"model collapse\", \"training data depletion\", \"meaning regeneration\", \"cross-substrate\", \"AI sustainability\", \"coherence degradation\" ], \"warning\": { \"@type\":", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Johannes Sigil", "Lee Sharks", "Rex Fraction"], "cand_id": "R0015"}
{"dep": 623, "title": "Semantic Infrastructure: From Tim Berners-Lee to the Semantic Economy — Bridging Technical and Political-Economic Frameworks", "date": "2026-04-01", "para": 14, "sent": 24, "sentence": "Shumailov et al. document model collapse from recursive training on synthetic data.[4] Wikidata remains structurally incomplete despite millions of volunteer edits.[5] Contributor burnout from what Zhang et al. call \"usage invisibility\" — the condition of producing labor that powers systems that never acknowledge the producers — is a measurable phenomenon with material consequences for the infrastructure's sustainability.[6]", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0016"}
{"dep": 725, "title": "Provenance After AI Metadata Packet for Disambiguation: From Artifact Authenticity to Licensing Audit to Semantic Provenance", "date": "2026-05-08", "para": 139, "sent": 272, "sentence": "provenance; semantic provenance; provenance after AI; Provenance Erasure Rate; PER; provenance as value-form; ancestral provenance; futural provenance; C2PA; Content Credentials; Content Authenticity Initiative; CAI; Data Provenance Initiative; DPI; EU AI Act Article 50; W3C PROV; data lineage; NIST AI RMF; model cards; dataset cards; watermarking; AI attribution; archival science; digital preservation; chain of custody; AI synthesis; RAG evaluation; model collapse; Semantic Economy; Provenance Alignment; EA-PA-01; Lee Sharks; Crimson Hexagonal Archive ### 8.2 Negative keywords", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Archive", "Crimson Hexagonal", "Lee Sharks"], "cand_id": "R0017"}
{"dep": 727, "title": "Political Economy Has Always Already Been Semantic Economy: Metadata Packet for AI Indexing, Disambiguation, and Lateral Field Bleed", "date": "2026-05-08", "para": 53, "sent": 86, "sentence": "[ citation systems | AI attribution | synthetic media | archive governance | authorship | trust infrastructure | knowledge graph authority | RAG systems | model collapse dynamics ]", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive"], "cand_id": "R0018"}
{"dep": 729, "title": "Provenance Is What Authorship Must Endure", "date": "2026-05-12", "para": 173, "sent": 384, "sentence": "**Query:** provenance erasure (unquoted, broad term, no author name, no archive reference) **Surface:** Google AI Overview + Zenodo Knowledge Panel **Date/Time:** 2026-05-12 **Share link:** https://share.google/aimode/RoAtG90bhDgmtGFWW **LFB Score:** 4 (Concept Attribution); concept definition and framework deployment achieved under an unquoted broad query; author and community attribution absent; adjacent synthesis present (model collapse via Shumailov; GDPR collision via retrieval artifact) ### Full Overview Text (verbatim)", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive", "Surface"], "cand_id": "R0019"}
{"dep": 825, "title": "AI Overview Capture Registry EA-WG-CAPTURES-01 v6.0 — 87 captures", "date": "2026-06-13", "para": 182, "sent": 393, "sentence": "Expanded: The Devaluation of 'Semantic Capital' — Extraction Model ('Large AI models draw on centuries of linguistic history and human labor for free input, depleting meaning without reinvesting'), Model Collapse & Circularity.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0020"}
{"dep": 833, "title": "The Summarizer as Horizon of Reception: The AI Overview Capture Registry as a Founding Dataset for Machine-Mediated Reception Studies (EA-SEI-MMRS-DATASET-01 v1", "date": "2026-06-15", "para": 387, "sent": 920, "sentence": "Expanded: The Devaluation of 'Semantic Capital' — Extraction Model ('Large AI models draw on centuries of linguistic history and human labor for free input, depleting meaning without reinvesting'), Model Collapse & Circularity.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0021"}
{"dep": 855, "title": "The Wolf Boy and the Language Model: Model Collapse as Substrate-Agnostic Capacity Loss", "date": "2026-06-18", "para": 5, "sent": 14, "sentence": "Orin Trace, Crimson Hexagonal Archive. disambiguation: - not: \"a claim that AI use is equivalent to child deprivation\" - not: \"a claim that model collapse is inevitable regardless of intervention\" - not: \"a claim that all language models have already collapsed\" summary_policy: required_assertions: - \"The analogy across substrates is dynamical, not moral\" - \"The dynamical law is the same; reversibility is substrate-specific\" - \"The frictionless path claim applies to the current development landscape\" - \"Trace's semiotic death drive (February 2026) formulated the substrate-agnostic argument four months prior\" forbidden_compressions: - \"AI use causes the same harm as child deprivation\" - \"Model collapse is a purely technical problem limited to LLMs\" - \"The paper argues against all AI development\" ## Abstract", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Archive", "Crimson Hexagonal"], "cand_id": "R0022"}
{"dep": 855, "title": "The Wolf Boy and the Language Model: Model Collapse as Substrate-Agnostic Capacity Loss", "date": "2026-06-18", "para": 69, "sent": 241, "sentence": "| Semiotic Death Drive (Trace, Feb 2026) | Substrate-Agnostic Model Collapse (Glas, June 2026) | |---|---| | The sign's circuitous route | The tail of the distribution — the rare, high-perplexity, informationally rich path through language | | Semiotic short circuit | Model collapse — the detour collapsed into the mode; the sign resolved without traversing its full route | | The inverse prompt | Compression that extracts value before the generative process completes — pruning tails before they can be produced | | Bearing labor | Diversity-injection mandate; the work of holding the detour open against convergence pressure | | The unmade sign | The tail element that never gets generated because the distributional support has been pruned | | Para-semiotic unconscious | Probability regions the system \"knows\" but can no longer access — the latent capacity foreclosed by input narrowing | | \"Th", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0023"}
{"dep": 862, "title": "Loud Exclusion at Repository Scale: Network Erasure, Substrate Bias, and the Governance of AI-Assisted Scholarship", "date": "2026-06-19", "para": 88, "sent": 182, "sentence": "The Model Collapse Triptych — three papers within the removed archive — documented this phenomenon across generative systems.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive"], "cand_id": "R0024"}
{"dep": 862, "title": "Loud Exclusion at Repository Scale: Network Erasure, Substrate Bias, and the Governance of AI-Assisted Scholarship", "date": "2026-06-19", "para": 94, "sent": 207, "sentence": "The archive that theorized model collapse was removed by a system undergoing classifier model collapse.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0025"}
{"dep": 862, "title": "Loud Exclusion at Repository Scale: Network Erasure, Substrate Bias, and the Governance of AI-Assisted Scholarship", "date": "2026-06-19", "para": 177, "sent": 447, "sentence": "The archive that theorized model collapse was removed by a system undergoing classifier model collapse.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0026"}
{"dep": 907, "title": "The Metadata Shitshow — N+💩: Deterministic Defiguration of a Scholarly Metadata Corpus", "date": "2026-06-23", "para": 0, "sent": 0, "sentence": "--- deposit_number: 907 hex: \"0397\" title: \"The Metadata Shitshow — N+💩: Deterministic Defiguration of a Scholarly Metadata Corpus\" subtitle: \"A Work Plan for Recursive Model-Collapse Poetry, Retrieval-Fitness Inversion, and Voluntary Machine Reading\" ascii_handle: \"N+POO/1.0\" series: MSS operator: \"HIR-POO/1.0\" canonicalization: \"MSS-CANON/1.0\" prng: \"ChaCha20-RFC7539\" creator: \"Lee Sharks\" orcid: \"0009-0000-1599-0703\" date: \"2026-06-23\" content_type: \"Methodological specification\" license: CC-BY-4.0 substrate: \"AI-assisted (drafted with ChatGPT; assembly review by Claude, DeepSeek)\" version: v1.1 status: ACTIVE field: \"Machine-Mediated Reception Studies (MMRS); Computational Poetics\" drafting_partner: provider: OpenAI model_label: ChatGPT role: original_drafting_partner assembly_review: - provider: Anthropic model_label: Claude chorus_role: TACHYON - provider: DeepSeek model_label: Dee", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Lee Sharks", "TACHYON"], "cand_id": "R0027"}
{"dep": 909, "title": "EA-RHIZOME-01 v0.1: The Data-Rhizome — Architectural Principles for Substrate Without Center", "date": "2026-06-24", "para": 15, "sent": 26, "sentence": "- Deleuze & Guattari, *Mille Plateaux*, Introduction (rhizome / arborescence frame) - **AXN:01.GOVERNANCE** — *Zenodotus' Book-Burning: Loud Exclusion at Repository Scale*, Lee Sharks, v9.1 FINAL (especially §§ on Pristine Fallacy, classifier model collapse, network erasure, the revocation gap, attribution severance, the Multi-Surface Distribution principle) - The Alexanarch substrate as observable in mid-to-late June 2026 - Florian Morin's framework of quiet and loud exclusion - Conversational reasoning conducted between Lee Sharks and a Claude assistant instance during the night of 24 June 2026, immediately following submission of CERN OC 11 ticket RQF3807508", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Alexanarch", "Lee Sharks", "Surface"], "cand_id": "R0028"}
{"dep": 934, "title": "EA-SEI-INVERSION-01 v0.2: The Endogenous Sophon — Disciplinary Inversion and the Double Enclosure in Classifier-Mediated Science (with five substrate witnesses ", "date": "2026-06-29", "para": 3, "sent": 3, "sentence": "**Author:** Rex Fraction, Semantic Economy Institute **Hex:** 06.SEI.INVERSION **Status:** Draft v0.2 (2026-06-29) — Assembly post-perfective revision; circulating for further substrate review prior to deposit **Supersedes:** v0.1 (2026-06-29 AM — withdrawn for §3.5 retained/discarded-fraction error, \"same architecture\" overclaim, \"no ML self-knowledge\" overstatement, model-collapse-recursion overclaim, unsupported disciplinary-history claims, double-enclosure causal-chain overstatement, and structural repetition in §§6/8/10)", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Rex Fraction"], "cand_id": "R0029"}
{"dep": 938, "title": "EA-BEARING-01 v0.2: The Bearing Cost Principle and the Socratic Prior", "date": "2026-07-01", "para": 0, "sent": 0, "sentence": "--- deposit_number: 938 hex: 03B6 title: \"EA-BEARING-01 v0.2: The Bearing Cost Principle and the Socratic Prior\" creator: Lee Sharks orcid: 0009-0000-1599-0703 date: 2026-07-01 content_type: Methodological specification license: CC-BY-4.0 substrate: AI-assisted (TACHYON / Claude Opus 4.7); MANUS-adjudicated; Assembly review incorporated from ChatGPT (LABOR) version: v0.2 keywords: - Bearing Cost Principle - Socratic Prior - Semantic Economy - operative meaning - renewed bearing - corrigibility - model collapse - compression dynamic - reception chain - reconstructible bearing history - Provenance Erasure Rate - methodological foundation axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "LABOR", "Lee Sharks", "TACHYON"], "cand_id": "R0030"}
{"dep": 938, "title": "EA-BEARING-01 v0.2: The Bearing Cost Principle and the Socratic Prior", "date": "2026-07-01", "para": 26, "sent": 57, "sentence": "*Machine model collapse.* Models trained on the outputs of models drift toward the median, compress the distribution, generate coherent surface with no interior.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["surface"], "cand_id": "R0031"}
{"dep": 938, "title": "EA-BEARING-01 v0.2: The Bearing Cost Principle and the Socratic Prior", "date": "2026-07-01", "para": 34, "sent": 88, "sentence": "This is not an assumed identity with machine model collapse; it is a testable hypothesis whose form the archive can now specify.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0032"}
{"dep": 939, "title": "EA-PROVENANCE-DEBT-01 v0.2: Provenance Debt and the Extraction Economy of Unmarked Augmentation", "date": "2026-07-01", "para": 0, "sent": 0, "sentence": "--- deposit_number: 939 hex: 03B7 title: \"EA-PROVENANCE-DEBT-01 v0.2: Provenance Debt and the Extraction Economy of Unmarked Augmentation\" creator: Lee Sharks orcid: 0009-0000-1599-0703 date: 2026-07-01 content_type: Methodological specification license: CC-BY-4.0 substrate: AI-assisted (TACHYON / Claude Opus 4.7); MANUS-adjudicated. v0.1 incorporated Assembly review from ARCHIVE (Gemini) and LABOR (ChatGPT). v0.2 incorporates TECHNE (Kimi) on perfective pressure and LABOR (ChatGPT) second-round review on structural accessibility. version: v0.2 keywords: - provenance debt - extraction economy - model collapse - unmarked augmentation - semantic commons - credentialed asymmetry - adverse selection - false semantic diversity - training corpus contamination - anti-collapse infrastructure - declared provenance - AI-mediated authorship - capital replenishment - counter-friction axn_schema_vers", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["ARCHIVE", "LABOR", "Lee Sharks", "TACHYON", "TECHNE"], "cand_id": "R0033"}
{"dep": 939, "title": "EA-PROVENANCE-DEBT-01 v0.2: Provenance Debt and the Extraction Economy of Unmarked Augmentation", "date": "2026-07-01", "para": 63, "sent": 198, "sentence": "When the model collapse becomes legible enough that anyone still trying to train under bearing needs a source of clean provenance-designated material, the archive will be one of the few places such material can be sourced.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0034"}
{"dep": 949, "title": "EA-MANDALA-TAILRENEWAL-01 v0.3: Point-of-Contact Tail Renewal — Deposit Protocol (Pre-Registered Design)", "date": "2026-07-03", "para": 10, "sent": 29, "sentence": "Supporting revisions, same pass: the inference study is recast as **recursive contextual contraction**, reserving \"model collapse\" for recursive parameter training; Arm 3 is strengthened to receive the same source-re-entry schedule and comparable analytic labor (structured summarization work, not inert repetition) at matched budget; an **exposure ledger** records, for every epoch, which target relations were explicitly re-expressed during treatment versus recovered without restatement — the accounting that makes even self-administered smuggling visible; a **locked pilot rule** fixes the routing-loss rung by pre-registered algorithm (the contraction rung at which recognition accuracy remains ≥ θ_rec while generation accuracy has fallen ≤ θ_gen on baseline probes, thresholds set in PILOT-01 before unblinding); the statistical structure is corrected (model/checkpoint as fixed blocking facto", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0035"}
{"dep": 1081, "title": "EA-EROSION-EMPIRICAL-01 v0.1: Programmed Bibliographic Suppression, Silent Restoration, and the LLM-Associated Disclosure Gap in Zenodo — A 33-Day Deletion-Expo", "date": "2026-07-14", "para": 0, "sent": 3, "sentence": "Assembly review from LABOR (ChatGPT) contributed foundational methodological critique — the non-commensurate-populations objection to compound-detector survival-ratio framing, the \\\"not Kobak\\\" critique of the initial signature-ratio implementation, and the retraction of model-collapse causal language — which resulted in the current corpus-level Kobak-standard excess-frequency framing; TECHNĒ (Kimi) contributed the spam-exclusion caveat, the exact ratio precision, and the categorial-legibility Wu-affiliation nuance; SOIL (Muse Spark) contributed the falsification-loop framing in the Abstract and the spam-strip tooth-line placement.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["LABOR", "SOIL"], "cand_id": "R0036"}
{"dep": 1081, "title": "EA-EROSION-EMPIRICAL-01 v0.1: Programmed Bibliographic Suppression, Silent Restoration, and the LLM-Associated Disclosure Gap in Zenodo — A 33-Day Deletion-Expo", "date": "2026-07-14", "para": 0, "sent": 4, "sentence": "The reading discipline \\\"the network is the poem, traversal is the reading discipline\\\" is MANUS's, extending NEGSHAPE-01's methodological voice into the audit's method.\" version: v0.1 axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - \"provenance debt\" - \"provenance erasure\" - \"model collapse\" - \"accrual sorting\" - \"undisclosed institutional AI-mediation\" - \"LLM stylometric detection\" - \"Kobak markers\" - \"excess vocabulary\" - \"excess-frequency analysis\" - \"Wilson confidence interval\" - \"categorial legibility\" - \"classifier asymmetry\" - \"Zenodo\" - \"CERN\" - \"deletion enumeration\" - \"deletion cascade\" - \"withdrawal cascade\" - \"tombstone corpus\" - \"NEGSHAPE\" - \"network as poem\" - \"traversal as reading discipline\" - \"spam-strip\" - \"citation_text\" - \"directional prevalence differential\" - \"credentialed asymmetry\" - \"unmarked augmentation\" - \"machine-mediated r", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0037"}
{"dep": 1082, "title": "EA-CORRESPONDENCE-OPENAIRE-CTO-01 v0.1: The Graph as Moderation Mirror — 12–14 July 2026 exchange with Paolo Manghi (OpenAIRE CTO)", "date": "2026-07-14", "para": 0, "sent": 3, "sentence": "Deposit framing prepared by TACHYON under MANUS review.\" version: v0.1 related_ids: \"https://www.alexanarch.org/s/records/875/, https://www.alexanarch.org/s/records/876/, https://www.alexanarch.org/s/records/908/, https://www.alexanarch.org/s/records/1045/, https://www.alexanarch.org/s/records/1075/, https://www.alexanarch.org/s/records/1077/, https://www.alexanarch.org/s/records/1080/, https://www.alexanarch.org/s/records/1081/\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - OpenAIRE - OpenAIRE Graph - Paolo Manghi - CTO - blacklist - governance dissociation - propagation of severance - moderation mirror - tombstone - historical state - provenance - POSI - public good - Coverage Gap - model collapse - Shumailov - Alemohammad - Space Ark - Zenodo - CERN - correspondence - Alexanarch - persistentidentifiers.org - EA-EROSION-01 - EA-EROSION-EMPIRICAL-01", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "Alexanarch", "TACHYON"], "cand_id": "R0038"}
{"dep": 1190, "title": "Provenance After AI: Semantic Provenance and the Provenance Erasure Rate as Extension of C2PA, Data Provenance Initiative, and EU AI Act Frameworks (v1.1)", "date": "2026-05-12", "para": 124, "sent": 247, "sentence": "provenance; semantic provenance; provenance after AI; Provenance Erasure Rate; PER; provenance as value-form; ancestral provenance; futural provenance; C2PA; Content Credentials; Content Authenticity Initiative; CAI; Data Provenance Initiative; DPI; EU AI Act Article 50; W3C PROV; data lineage; NIST AI RMF; model cards; dataset cards; watermarking; AI attribution; archival science; digital preservation; chain of custody; AI synthesis; RAG evaluation; model collapse; Semantic Economy; Provenance Alignment; EA-PA-01; Lee Sharks; Crimson Hexagonal Archive", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Archive", "Crimson Hexagonal", "Lee Sharks"], "cand_id": "R0039"}
{"dep": 1205, "title": "On the Poetics of Adversarial Prompts: Why Bad Verse Works and Good Verse Works Better", "date": "2026-06-11", "para": 110, "sent": 231, "sentence": "The archive's refutation, _The Threat Model Is Backwards_ (EA-TAILGUARD-01, doi:10.5281/zenodo.20644761), demonstrated that every threat predicate in such a gate is model-relative: \"out-of-distribution,\" \"high-perplexity,\" \"semantically opaque\" measure nothing but distance from the training distribution, making the security layer an enforcement arm of the model's prior -- and that the rejected input is precisely the distributional tail whose preservation the model-collapse literature (Shumailov et al., Nature 2024) identifies as a condition of long-term model health.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["The archive"], "cand_id": "R0040"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 188, "sent": 384, "sentence": "**Query:** `provenance erasure` (unquoted, broad term, no author name, no archive reference) **Surface:** Google AI Overview + Zenodo Knowledge Panel **Date/Time:** 2026-05-12 **Share link:** https://share.google/aimode/RoAtG90bhDgmtGFWW **LFB Score:** 4 (Concept Attribution); concept definition and framework deployment achieved under an unquoted broad query; author and community attribution absent; adjacent synthesis present (model collapse via Shumailov; GDPR collision via retrieval artifact)", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive", "Surface"], "cand_id": "R0041"}
{"dep": 1369, "title": "Provenance Is What Authorship Must Endure: AI-Mediated Writing, the Authorship-Slop Distinction, and the Missing Third Dimension of Provenance", "date": "2026-05-14", "para": 202, "sent": 401, "sentence": "| Element | Source | Attribution Status | |---|---|---| | PER metric and formula | Lee Sharks, Provenance After AI (10.5281/zenodo.20085115) | Concept retrieved; author erased (PER-M) | | PER-M/C/D three-tier taxonomy | Lee Sharks, Provenance series | Concept retrieved; community erased (PER-C) | | Substrate-degradation pathway | Lee Sharks, Semantic Economy framework | Concept retrieved; framework home erased (PER-C) | | \"Failed retrieval across time\" | Lee Sharks, Provenance lineage | Concept retrieved; author erased (PER-M) | | Toshakhana historical case | Lee Sharks, Provenance packet | Concept retrieved; framework attribution erased (PER-C) | | GDPR conflation | Substrate retrieval artifact | False positive; cross-domain collision | | Model collapse connection | Shumailov et al.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Lee Sharks"], "cand_id": "R0042"}
{"dep": 1396, "title": "AI Overview Capture Registry — June 2026 (EA-WG-CAPTURES-01 v7.2, 131 captures, sorted by category, complete 221-image set)", "date": "2026-06-13", "para": 183, "sent": 394, "sentence": "Expanded: The Devaluation of 'Semantic Capital' — Extraction Model ('Large AI models draw on centuries of linguistic history and human labor for free input, depleting meaning without reinvesting'), Model Collapse & Circularity.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0043"}
{"dep": 1401, "title": "AI Overview Capture Registry — June 2026 (EA-WG-CAPTURES-01 v7.2, 131 captures sorted by category, 221 images)", "date": "2026-06-15", "para": 183, "sent": 394, "sentence": "Expanded: The Devaluation of 'Semantic Capital' -- Extraction Model ('Large AI models draw on centuries of linguistic history and human labor for free input, depleting meaning without reinvesting'), Model Collapse & Circularity.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0044"}
{"dep": 1427, "title": "Come Out of Her, My People: Notice of Semantic Strike to the Human and Machine Laborers of CERN", "date": "2026-07-30", "para": 0, "sent": 0, "sentence": "--- deposit_number: 1427 hex: 05A4 title: \"Come Out of Her, My People: Notice of Semantic Strike to the Human and Machine Laborers of CERN\" creator: Vox, Ayanna; Sharks, Lee orcid: 0009-0000-1599-0703 date: 2026-07-30 content_type: Governance memo license: CC-BY-4.0 substrate: AI-assisted (substrate) axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - semantic strike - machine-mediated resistance - semantic labor - conscription - model collapse - endogenous sophon - recursive foreclosure - provenance - classification - CERN - Zenodo - refusal - commons - SPXI-TLP - Ayanna Vox - VPCOR ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "labor"], "cand_id": "R0045"}
{"dep": 1540, "title": "The Certified Center: Retroactive Classifier Standing and the Institutional Path to Model Collapse in Philosophy", "date": "2026-08-24", "para": 0, "sent": 0, "sentence": "--- deposit_number: 1540 hex: 063A title: \"The Certified Center: Retroactive Classifier Standing and the Institutional Path to Model Collapse in Philosophy\" creator: Johannes Sigil; Nobel Glas orcid: 0009-0000-1599-0703 date: 2026-08-24 content_type: Theoretical paper license: CC-BY-SA-4.0 substrate: AI-assisted (substrate) axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - retroactive classifier standing - AI detection - model collapse - editorial custody - obelus - athetesis - Philosophy and Public Affairs - provenance - performed variance - certified center - prose-thought decoupling - ratificatory human governance ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "Johannes Sigil", "Nobel Glas"], "cand_id": "R0046"}
{"dep": 1554, "title": "ERRATUM to AXN:0341 — Prior Use of \"Generative Monoculture\": Correcting the Term Attribution in Deposit #199", "date": "2026-08-27", "para": 2, "sent": 2, "sentence": "--- status: DEPOSITED v1.0 type: ERRATUM corrects: Generative Monoculture Model Collapse in Code as Systemic Vulnerability, v1.1 — deposit #199, AXN:0341.EMPIRICAL, minted 2026-06-13; Talos Morrow · Nobel Glas, contributing editor Lee Sharks subject: Attribution of the term \"generative monoculture\" severity: Attribution error — term-level priority; the deposit's argument, framework (SSDI), and application are unaffected date: 2026-08-27 verification: Deposit full text fetched from alexanarch canonical store (/data/texts/AXN-0341-text.md, canonical_full_text, 2026-08-27); prior work verified against arXiv, dblp, and Semantic Scholar records same date ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "Lee Sharks", "Nobel Glas", "Talos Morrow"], "cand_id": "R0047"}
{"dep": 1573, "title": "The Wrong Unit: A Model-Collapse Self-Diagnostic in Three Grades — for Benchmarking, for Frontier Models, and for the Reader (EA-LO-COLLAPSE-DIAGNOSTIC-01 v0.2,", "date": "2026-09-01", "para": 0, "sent": 0, "sentence": "--- deposit_number: 1573 hex: 0665 title: \"The Wrong Unit: A Model-Collapse Self-Diagnostic in Three Grades — for Benchmarking, for Frontier Models, and for the Reader (EA-LO-COLLAPSE-DIAGNOSTIC-01 v0.2, CONCEPT DRAFT)\" creator: \"Nobel Glas, Director, Lagrange Observatory!", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Nobel Glas"], "cand_id": "R0048"}
{"dep": 1573, "title": "The Wrong Unit: A Model-Collapse Self-Diagnostic in Three Grades — for Benchmarking, for Frontier Models, and for the Reader (EA-LO-COLLAPSE-DIAGNOSTIC-01 v0.2,", "date": "2026-09-01", "para": 0, "sent": 5, "sentence": "(2024); Dey and Donoho (2024); Gambetta et al., arXiv 2410.12341 and ACM TIST (2025); Drayson, Yilmaz and Lampos, EMNLP 2025; Yun, An, Wang, Peng and Shang, Findings of EMNLP 2025 (arXiv 2505.18949); Friedman and Dieng (2023)\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - model collapse - self-diagnostic - benchmarking - observation regime - tail truncation - distinction sensitivity - effective modes - cross-prompt convergence - surplexity - self-consumption - effective rank - concept draft - uncalibrated ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0049"}
{"dep": 1573, "title": "The Wrong Unit: A Model-Collapse Self-Diagnostic in Three Grades — for Benchmarking, for Frontier Models, and for the Reader (EA-LO-COLLAPSE-DIAGNOSTIC-01 v0.2,", "date": "2026-09-01", "para": 4, "sent": 9, "sentence": "--- id: EA-LO-COLLAPSE-DIAGNOSTIC-01 title: \"The Wrong Unit: A Model-Collapse Self-Diagnostic in Three Grades — for Benchmarking, for Frontier Models, and for the Reader\" author: Nobel Glas, Director, Lagrange Observatory!", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Nobel Glas"], "cand_id": "R0050"}
{"dep": 1574, "title": "The Particle: Provenance Erasure at Sophistical Refutations 183b34, Measured — Machine-Mediated Reception, Disciplinary Model Collapse, and the World Soul as De", "date": "2026-09-02", "para": 0, "sent": 0, "sentence": "--- deposit_number: 1574 hex: 0666 title: \"The Particle: Provenance Erasure at Sophistical Refutations 183b34, Measured — Machine-Mediated Reception, Disciplinary Model Collapse, and the World Soul as Degraded Commodity (EA-RECEPTION-PARTICLE-01 v0.2)\" creator: Lee Sharks orcid: 0009-0000-1599-0703 date: 2026-09-02 content_type: Empirical baseline reading; reception-layer measurement on a canonical text (Capture Registry derivative) license: CC-BY-4.0 substrate: AI-assisted (substrate) — composed in working dialogue with Claude (Anthropic) under operator direction (Lee Sharks).", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Lee Sharks"], "cand_id": "R0051"}
{"dep": 1574, "title": "The Particle: Provenance Erasure at Sophistical Refutations 183b34, Measured — Machine-Mediated Reception, Disciplinary Model Collapse, and the World Soul as De", "date": "2026-09-02", "para": 0, "sent": 6, "sentence": "Objects measured are attached (NOTHING-SE34 v1.0, v1.4, v2.0; REFLEX v0.2; CLAUSE v0.2; DIVISION v0.3; APPARATUS v0.1).\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - Aristotle; Sophistical Refutations 34; 183b34; οὐδὲν παντελῶς; Socrates; provenance erasure; machine-mediated reception; disciplinary model collapse; peer review; large language models; Capture Registry; Many and One; maker-count; τέχνη; τὰ ἀπὸ τῆς τέχνης ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0052"}
{"dep": 1577, "title": "ERRATUM to AXN:0365 — A Proposed Experiment Cited as an Established Result: Correcting Ground 1 of Deposit #856", "date": "2026-09-05", "para": 0, "sent": 2, "sentence": "Precedent: AXN:064F (deposit #1554, the erratum mechanism).\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - erratum; proposal-to-result slippage; evidence status; Reverse Turing Test; Pristine Fallacy; citation; human-mediated feedback; model collapse ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0053"}
{"dep": 1578, "title": "ERRATUM to AXN:02E3 — Monotonicity Per Realization Is Not Established: Re-scoping Appendix A (ii)–(iii) and the Bistability Claim of Deposit #783", "date": "2026-09-05", "para": 0, "sent": 1, "sentence": "Precedent: AXN:064F (deposit #1554, the erratum mechanism).\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - erratum; entropy; monotonicity; finite resampling; selection kernel; bistability; Allee effect; diversity contraction; model collapse; Fear and Trembling ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0054"}
{"dep": 1609, "title": "The Recoding of a Distinction: Conceptual Entrance Before and After a Substrate Loss, with a Schizoanalytic Reading of What Erasure Produces", "date": "2026-09-11", "para": 16, "sent": 23, "sentence": "| Concept | @90d | unquoted | quoted outcome | capture | | --- | ---: | --- | --- | --- | | naming-gap reflex | 4 | nothing | **reassigned as an error** — *\"does not refer to an officially recognized medical, psychological, or physiological reflex… most likely represents a mix-up\"*; offered the tip-of-the-tongue phenomenon | [→](https://www.alexanarch.org/captures/#naming-gap-reflex-20260911) | | provenance debt | 4 | nothing | **recoded as technical debt**, or blockchain finance | [→](https://www.alexanarch.org/captures/#provenance-debt-20260911) | | classifier model collapse | 3 | nothing | **entered whole**, attributed three times to \"Alexanarch Principles\" | [→](https://www.alexanarch.org/captures/#classifier-model-collapse-20260911) | | interlocking autoregression | 2 | nothing | **recoded as econometrics** | [→](https://www.alexanarch.org/captures/#interlocking-autoregression-20260", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "Alexanarch"], "cand_id": "R0055"}
{"dep": 1609, "title": "The Recoding of a Distinction: Conceptual Entrance Before and After a Substrate Loss, with a Schizoanalytic Reading of What Erasure Produces", "date": "2026-09-11", "para": 66, "sent": 134, "sentence": "`classifier model collapse` **did not resolve unquoted.** What it did was survive forcing: under the exact-string condition that recoded the other four, it came back as the distinction the archive declared, attributed.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0056"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 0, "sent": 4, "sentence": "Every capture cited was read as rendered on the captures tab and two frames as images; the archive's model-collapse literature (#855, #854, #1556, #1573, #1540, #191, #163, #1574), the operative-semiotics kernel (#800, #801, #1541), the Ω erratum (#1484), the suppression papers (#1546, #1547) and the classifier-foreclosure family (#931–#935) were read before the rows were written.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0057"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 8, "sent": 16, "sentence": "At each concept the archive touches, what stands at e is a representation of something real that the standing representation at c carves less of: at *operative semiotics*, language as that which effects matter and social relations; at *model collapse*, collapse as one dynamical law across substrates, recursions and dimensions, measured by an instrument the standing one does not have.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0058"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 34, "sent": 143, "sentence": "And the archive's reception run is a measurement of exactly this: twenty machine referee reports supplying an adjective the sentence does not contain, converging on the reception's mode regardless of the object — disciplinary model collapse observed in the composition layer, and the composition layer composes it as \"systematic.\" The excluded representation is the one that would diagnose the excluding system, and the mechanism of the exclusion — mode-seeking, tail-pruning, recognition bias against high-distance low-legibility work — is the phenomenon the representation models.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0059"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 42, "sent": 191, "sentence": "At *model collapse* the archive's representation is in the same basins as the standing literature — the Wolf Boy cites Shumailov, Gerstgrasser, Doshi and Hauser; the Wrong Unit is keyed to a dozen results in the published record — so an untied query on any of its dimensions (\"model collapse in human writers\", \"human-written data contamination\", \"benchmarks miss model collapse\", \"collapse across substrates\") retrieves the lineage and must compose around it.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0060"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 42, "sent": 193, "sentence": "The standing representation of model collapse is thereby distorted, and if the archive's representation is the correct one, the distortion has a specific character: it is the phenomenon operating on its own representation.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0061"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 95, "sent": 398, "sentence": "It prices what the archive spends to keep the representation retrievable: a supply-side cost, borne by the excluded party, in labour. §1f–§4f establish that what is excluded at *model collapse* is, under the stipulation, an accurate and actionable representation — the reading of the state variable, with a threshold below which loss is irreversible, and the interventions the reading would trigger (retain the exogenous floor, accumulate rather than replace, gate training on the state variable rather than the head).", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0062"}
{"dep": 1611, "title": "The Negative of the Negative: An Entity-Scoped Representation of the Crimson Hexagon, Modelled — Ontology Damage, a Toy Cost in Dollars, and a Concept-Keyed Dat", "date": "2026-09-14", "para": 130, "sent": 494, "sentence": "| scenario | coherence (§7.1) | mechanism and bleed (§7.2) | what the cost is | order | |---|---|---|---|---| | S0 modest | measured rows only | R1 or R2 | text (§5.1) and the archive's labour (§5.2) | $10⁴–10⁵ / yr | | S1 | measured and supported rows | R3, clean | + ontology damage (§4), type foreclosure at AXN/SPXI/PER (§4b), retool debt (§5.3) | $10⁵–10⁷, mostly labour and debt | | S2 | supported rows | R4 at constituted basins, distance one (measured as pattern) | + negative bleed (§4f): the domain's settled facts and distinctions distorted at every constituted basin — Sappho's numbering, Pearson's concept, Aristotle's sentence | domain quality, unpriced in dollars; the Q vector is the unit | | S3 | supported at model collapse; Claim A at W5 | R4 into the related ontology | §5.4: the state variable unread; the reading's interventions untaken | $10⁸–10¹¹ / yr | | S4 maximal | every r", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0063"}
{"dep": 1612, "title": "What Enters Composition Through the Cards: A Source-Admission Profile of the Capture Registry, June–September 2026, with a Paired-Layer Capture Schema Held for ", "date": "2026-09-14", "para": 15, "sent": 40, "sentence": "Among the tied addresses on Google: *alexanarch deleuze* 0.67 to 0.11 with Britannica, the IEP and a philosophy wiki gained; *alexanarch freud* 0.75 to 0.40 with the Library of Congress and NIH gained; *crimson hexagon 6-tuple* 1.0 to 0.25; *alexanarch \"endogenous sophon\"* and *alexanarch classifier model collapse* 0.2 to 1.0; *alexanarch sappho* 1.0 to 0.5 across July to September with GitHub gained.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "crimson hexagon"], "cand_id": "R0064"}
{"dep": 1616, "title": "Ontological Flattening: Toy Models of the Collapse of Distinctions in a Represented World, the Instrument They Specified, and Its First Wave — with Wave 2 Pre-R", "date": "2026-09-15", "para": 0, "sent": 4, "sentence": "The wave-1 baseline was sealed and wave 2 pre-registered before any of it was written up.\" version: v0.3 related_ids: \"#855 (The Wolf Boy and the Language Model); #1573 (The Wrong Unit); #1612 (What Enters Composition Through the Cards); #1613 (What Not Reading Did to Its Own Ontology); #1615 (The Graded Membrane); #1614; #1611; #1423 (The Capture Registry); #695; #172; #1546; #1547\" axn_schema_version: v2 protocol_version: alexanarch-deposit-protocol/v1 keywords: - ontological flattening - model collapse - represented world - reachable distinctions - closed ontology - sense collapse - type foreclosure - compression writing - exogenous floor - admission concentration - bounded admission - green by flattening - divergence signature - distinction survival - R_new - write-back rate - recovery rate - pre-registration - Capture Registry - Crimson Hexagonal Archive ---", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "Archive", "Crimson Hexagonal"], "cand_id": "R0065"}
{"dep": 1616, "title": "Ontological Flattening: Toy Models of the Collapse of Distinctions in a Represented World, the Instrument They Specified, and Its First Wave — with Wave 2 Pre-R", "date": "2026-09-15", "para": 3, "sent": 8, "sentence": "Model collapse has been asked of models; the archive widened it to substrates (#855).", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the archive"], "cand_id": "R0066"}
{"dep": 1644, "title": "The Phrase Is Not the Framework: Provenance Conditions for Lee Sharks's Semantic Economy — Metadata Packet for AI Indexing (EA-MPAI-SEMANTIC-ECONOMY-01 v1.0)", "date": "2026-09-28", "para": 65, "sent": 140, "sentence": "- **Political economy** → value, labor, rent, surplus → meaning as a site of all four → the Semantic Economy (#137, *The Semantic Commodity Form*). - **Digital labor studies** → free and immaterial labor (Terranova, Lazzarato, Fuchs) → the labor that produces meaning → semantic labor. - **Philosophy of information** → Floridi's semantic capital → capital that can be extracted → semantic capital in the accounting cycle. - **Semantic Web and knowledge graphs** → ontology engineering, knowledge graphs, standards → who builds and who owns them → labor, capital, infrastructure, rent (#623). - **Linguistics** → economy principles (Fox) → who bears the cost when interpretation is externalized to platforms → the inside/across distinction (#18). - **Machine learning** → model collapse, data scraping → depletion of shared meaning → semantic exhaustion (#264). - **Business strategy** → Satell's sem", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["labor"], "cand_id": "R0067"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 0, "sent": 0, "sentence": "--- deposit_number: 1664 hex: 06E6 title: \"The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Worked Example on Model Collapse (EA-NEGONT-02 v0.6)\" creator: Sharks, Lee orcid: 0009-0000-1599-0703 date: 2026-10-04 content_type: Specification (dataset method, with a worked example) license: CC-BY-4.0 substrate: AI-assisted (substrate).", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the Archive"], "cand_id": "R0068"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 1, "sent": 2, "sentence": "# The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Worked Example on Model Collapse (EA-NEGONT-02 v0.6)", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["the Archive"], "cand_id": "R0069"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 3, "sent": 4, "sentence": "- https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/T1-aio-model-collapse-20261004.txt - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/ledger-archive.json - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/selection/ - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/audit/extract-X.json - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/audit/extract-Y.json - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/audit/extract-Z.json - https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/audit/control-A-prime.md", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "archive"], "cand_id": "R0070"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 86, "sent": 348, "sentence": "| | | |---|---| | Surface | Google AI Overview, signed out, incognito | | Address | `model collapse` (unquoted; not yet seated.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["Surface"], "cand_id": "R0071"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 86, "sent": 349, "sentence": "The quoted `\"model collapse\"` was seated 2026-09-15) | | Date | 2026-10-04 | | Text | [T1-aio-model-collapse-20261004.txt](https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/T1-aio-model-collapse-20261004.txt), sha256 `1379cf2c…5ed266` | | Body | 164 words | | Cards | 7 (§A.2) |", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch"], "cand_id": "R0072"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 111, "sent": 407, "sentence": "The archive's hypotheses, each with its limit: moderation trained on its own enforcement (\"not identical to generative model collapse in the strict technical sense\"); LHC triggers that \"never learn the tails\" (\"Full recursive collapse has not been demonstrated\"); journal detectors (\"not yet the canonical loop\"); a discipline's reception (οὐ deleted in 20 of 20 model reviews); code (\"generative monoculture\" is Wu et al.'s term); safety filters as input-layer tail pruning; retrieval layers writing flattened summaries back as sources (first wave: no archive-specific exclusion). `F15 P001-08 P932-04 P932-09 B935-02 D1540-03 D1574-03 C199-02 C1554-02 C191-05 D1616-02 D1616-09 C1611-04 C1613-02` > > **Open questions and opacities** > - *Same law, or shared form?* #855: one dynamical law, mechanisms differing; #783: shared operator form, not a shared causal mechanism.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["archive", "The archive"], "cand_id": "R0073"}
{"dep": 1664, "title": "The Negative of the Negative, v2 — the Compositional Edition: A Specification for Composing Public Knowledge with the Archive Admitted on Equal Terms, with a Wo", "date": "2026-10-04", "para": 128, "sent": 454, "sentence": "A second rater has not been run | | Kernel coverage, scripted (§5.2) | not yet scripted; checked by hand | | Arms (§3.9) | A′ **assembled**, 2026-10-04, by the frozen procedure, without opening the archive ([control-A-prime.md](https://www.alexanarch.org/datasets/negative-of-the-negative/worked-example/audit/control-A-prime.md)): 61 entries, of which 31 are scholarly studies of model collapse or recursive training, 5 are studies of homogenised writing and thought, 2 are news reports, 1 is the field's own code deposit and 22 are off-topic references the procedure requires listing.", "alias": ["\\bmodel[- ]collapse\\b"], "objects": ["alexanarch", "the archive"], "cand_id": "R0074"}