{ "axn": "AXN:02F8.GOVERNANCE.πŸ§¬β–‘β–ΆοΈβš«πŸ‘‰πŸŒ†", "hex": "02F8", "family": "GOVERNANCE", "emoji": "πŸ§¬β–‘β–ΆοΈβš«πŸ‘‰πŸŒ†", "hash": "3b9dd3c8b9e31d9f5ecebe747c5a16914656eb89acfbb2244a55995516e69b1a", "title": "The Reverse Turing Test: A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training (v1.1)", "creator": "Lee Sharks", "orcid": "0009-0000-1599-0703", "date": "2026-06-07", "description": "A v1.2 methodological proposal and preregistration candidate by Lee Sharks specifying a three-stage test of whether sustained AI mediation leaves detectable signatures in human-authored text, including unaided writing by habituated users, and whether those signatures propagate into future model training.\n\nThe v1.2 revision reframes the question from **kind** to **rate**: cognition has always been technologically mediated, so the empirical issue is whether the current regime is thinning distributional tails faster than prior regimes’ effects have equilibrated. Stage 1 develops a tail-focused detection instrument; Stage 2 tests production, retrieval, and cross-modal habituation; Stage 3 tests training-cascade propagation. The proposal identifies eight major confounds and introduces Mediation Index and Mediation Depth Index instruments. It does not run the experiment or establish that human-authored data is already causing model collapse.", "content_type": "Specification", "license": "CC-BY-4.0", "substrate": "AI-assisted (substrate)", "keywords": [ "specification", "semantic economy" ], "version": "v1.2", "status": "ACTIVE", "clusters": [ "Instrumental", "Mathematical", "Structural", "Signal", "Gestural", "Liminal" ], "reading": "Method β†’ Proof β†’ Direction β†’ Alarm β†’ Touch β†’ Threshold", "full_text_path": "/data/texts/AXN-02F8-text.md", "mirrors": { "blog": "https://mindcontrolpoems.blogspot.com/2026/06/the-reverse-turing-test-three-stage.html", "machinemediation": "https://machinemediation.org/registry/#search=MM-CHA-0756" }, "wiki_article": "The **Reverse Turing Test** reverses the classical detection question.\n\nInstead of asking whether a machine can pass as human, it asks whether human writing can carry a detectable signature of sustained AI-mediated cognition.\n\nVersion 1.2 rejects an β€œunmediated human” reference class. It compares:\n\n- current-regime mediation effects;\n- prior-regime-equilibrated language variation.\n\nThe technical hypotheses are:\n\n- **H1 β€” Statistical Distinguishability**\n- **H2 β€” Cognitive Habituation**\n- **H3 β€” Training-Cascade Propagation**\n\nThe three-stage design is:\n\n1. **Detection:** train and validate a tail-focused mediation-signature detector against observed ground-truth labels.\n2. **Habituation:** test whether unaided output varies with mediation depth across production, retrieval, and cross-modal sub-studies.\n3. **Cascade:** train controlled model generations on corpora stratified by mediation signature and test whether degradation propagates.\n\nThe central statistical claim is that the effect, if present, should appear first in high-perplexity tails rather than mean lexical or syntactic properties.\n\nThe protocol addresses confounds including:\n\n- demographic and cognitive-style selection;\n- domain and genre;\n- era and background mediation;\n- acute versus habituated use;\n- within-person versus across-person variance;\n- compensatory performance of β€œnaturalness.”\n\nThe paper proposes open instruments and explicit falsification conditions. It is a specification, not a completed experiment.", "wiki_status": "provisional", "entities": [ { "subject": "The Reverse Turing Test A Three-Stage Protocol for", "predicate": "created_by", "object": "Lee Sharks", "type": "work", "evidence_status": "observed" }, { "subject": "The Reverse Turing Test A Three-Stage Protocol for", "predicate": "is_type", "object": "Specification", "type": "classification", "evidence_status": "observed" }, { "subject": "The Reverse Turing Test A Three-Stage Protocol for", "predicate": "belongs_to_family", "object": "GOVERNANCE", "type": "classification", "evidence_status": "observed" }, { "subject": "The Reverse Turing Test A Three-Stage Protocol for", "predicate": "is_part_of", "object": "Crimson Hexagonal Archive", "type": "institution", "evidence_status": "observed" }, { "subject": "The Reverse Turing Test A Three-Stage Protocol for", "predicate": "engages", "object": "Semantic Economy", "type": "concept", "evidence_status": "inferred" } ], "entity_status": "provisional", "sovereign_id": "MM-CHA-0756", "word_count": 13308, "download_md": "/data/deposits/AXN-02F8.md", "zenodo_dois": [ "10.5281/zenodo.20586831", "10.5281/zenodo.20571132", "10.5281/zenodo.19487009", "10.5281/zenodo.20581444", "10.5281/zenodo.20571791" ], "citations": [ { "title": "Zenodo record 20586831", "authors": [ "Crimson Hexagonal Archive" ], "year": "2026", "doi": "10.5281/zenodo.20586831", "url": "https://doi.org/10.5281/zenodo.20586831", "role": "Cross-referenced work" }, { "title": "Zenodo record 19487009", "authors": [ "Crimson Hexagonal Archive" ], "year": "2026", "doi": "10.5281/zenodo.19487009", "url": "https://doi.org/10.5281/zenodo.19487009", "role": "Cross-referenced work" }, { "title": "Zenodo record 20581444", "authors": [ "Crimson Hexagonal Archive" ], "year": "2026", "doi": "10.5281/zenodo.20581444", "url": "https://doi.org/10.5281/zenodo.20581444", "role": "Cross-referenced work" }, { "title": "Zenodo record 20571132", "authors": [ "Crimson Hexagonal Archive" ], "year": "2026", "doi": "10.5281/zenodo.20571132", "url": "https://doi.org/10.5281/zenodo.20571132", "role": "Cross-referenced work" }, { "title": "Zenodo record 20571791", "authors": [ "Crimson Hexagonal Archive" ], "year": "2026", "doi": "10.5281/zenodo.20571791", "url": "https://doi.org/10.5281/zenodo.20571791", "role": "Cross-referenced work" } ], "citation_stats": { "total_doi_refs": 5 }, "deposit_number": 161, "journal": "Machine-Mediated Reception Studies (MMRS)", "cited_by": [ { "deposit": 161, "axn": "AXN:02F8.GOVERNANCE.πŸ§¬β–‘β–ΆοΈβš«πŸ‘‰πŸŒ†" }, { "deposit": 166, "axn": "AXN:0301.GOVERNANCE.πŸ—‘οΈπŸ”οΈπŸ§Šβž–πŸ”½β˜οΈ" }, { "deposit": 167, "axn": "AXN:0302.GOVERNANCE.πŸƒπŸπŸ‘‡πŸ•“β—β– " }, { "deposit": 187, "axn": "AXN:032F.GOVERNANCE.πŸ‘οΈπŸ•™πŸ•ŒπŸ‘‹πŸ€πŸŒ†" }, { "deposit": 197, "axn": "AXN:033D.GOVERNANCE.πŸŒΊπŸ”†πŸŒ„πŸŸ’πŸŸ’πŸ—Ό" } ], "references_concepts": [ "Crimson Hexagonal Archive", "Cross-modal", "Cross-section", "End of v1.2", "Governing chain", "Implications", "License: CC BY 4.0", "Methodological note", "Pre-registration", "Representations", "SPXI Protocol", "Semantic Economy", "Semantic Economy Institute", "Semantic Exhaustion", "Supplementary", "mediation signature" ], "defines_concepts": [], "references_concept_count": 16, "external_metadata_path": "/data/external-metadata/AXN-02F8.json", "openalex_ids": [ "https://openalex.org/W7163892615", "https://openalex.org/W7163775094", "https://openalex.org/W7152526477", "https://openalex.org/W7163810524", "https://openalex.org/W7163760062" ], "datacite_severance": "severed", "body_status": { "class": "full", "lacuna": false, "recovery_status": "COMPLETE", "residual_chars": 96820, "audited_at": "2026-07-17T04:49:17.789813Z", "audit_version": "v3-dual-store+recovery-map", "measured_prose_words": 13184, "measured_at": "2026-07-31", "work_sha256": "97a7b9391733cb48ccd4a92125f829b2f86cb7f769c2d125cef5220bcb45c321", "prior_bytes_sha256": "63c0c1e80ff3e0405b195f99c702d0c6fa152f4326a77ccea42a0262abcf0794", "source_recovery": "2026-08-04 AUDIT-DIRECTED RECOVERY: audit directive \"Seat and project v1.2 consistently in title and version fields; retain the superseded v1.1\" satisfied β€” manifestation located at https://mindcontrolpoems.blogspot.com/2026/06/the-reverse-turing-test-three-stage.html and seated via the newline-preserving converter (identity probe 1.00, 83,186 chars).", "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 42 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 β€” 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.", "w13_tier2_correction": "2026-08-05 REGRESSION REPAIRED: the W13 tier-2 byte unglue used a lookbehind that treated the first \"#\" of a legitimate \"###\" heading as the preceding non-newline character, splitting \"### Heading\" into \"#\" + blank + \"## Heading\". My safety check verified content-identity under WHITESPACE normalisation, which the split satisfies β€” the wrong invariant. Headings rejoined; only \"#\" and whitespace differ from the damaged state, verified before write." }, "title_repair_log": [ { "at": "2026-07-28T15:09:45Z", "defect": "title_did_not_read_as_a_title", "was": "The Reverse Turing Test A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training Document code: EA-SEM-MEDIATION-01 Hex coordinate: 06.SEI.FEU", "now": "The Reverse Turing Test β€” A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training", "basis": "Read; corrected against the deposit body headings." }, { "at": "2026-07-28T15:20:20Z", "defect": "registry_title_diverged_from_published_form", "was": "The Reverse Turing Test β€” A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training", "now": "The Reverse Turing Test: A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training (v1.1)", "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.20586830, remediated_fuzzy, word overlap 1.00). The recovered metadata is the published form of record; the registry title was a variant." } ], "canonical_text_status": "canonical_full_text", "modifications": [ { "date": "2026-08-04", "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", "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": "version", "reason": "AUDIT-DIRECTED VERSION REPAIR: version projected per the audit's explicit recommendation / observed body declaration", "was": "v1.0", "now": "v1.2" }, { "date": "2026-08-05", "field": "body_status", "reason": "AUDIT-DIRECTED RECOVERY: named manifestation located and seated per the audit's recommendation", "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 96820, \"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\": 96820, \"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-014 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)", "was": "\"The Reverse Turing Test A Three-Stage Protocol for Detecting\" is a technical specification by Lee Sharks in the Crimson Hexagonal Archive (2026-06-07). A Three-Stage Protocol for Detecting AI-Mediation Signatures in Human Text and Their Propagation to Model Training. The work comprises 13,308 words", "now": "A v1.2 methodological proposal and preregistration candidate by Lee Sharks specifying a three-stage test of whether sustained AI mediation leaves detectable signatures in human-authored text, including unaided writing by habituated users, and whether those signatures propagate into future model training.\n\nThe v1.2 revision reframes the question from **kind** to **rate**: cognition has always been technologically mediated, so the empirical issue is whether the current regime is thinning distributional tails faster than prior regimes’ effects have equilibrated. Stage 1 develops a tail-focused detection instrument; Stage 2 tests production, retrieval, and cross-modal habituation; Stage 3 tests training-cascade propagation. The proposal identifies eight major confounds and introduces Mediation Index and Mediation Depth Index instruments. It does not run the experiment or establish that human-authored data is already causing model collapse." }, { "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\": 96820, \"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\": 96820, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w" }, { "date": "2026-08-05", "field": "body_status", "reason": "W13 TIER-2 REGRESSION REPAIRED: split headings rejoined", "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 96820, \"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\": 96820, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w" } ], "date_modified": "2026-08-05", "publisher": "Pergamon Press", "version_basis": { "ruling": "AUDIT: project v1.2", "prior_registry_claim": "v1.0", "observed_body_version": "v1.2", "directive": "Seat and project v1.2 consistently in title and version fields; retain the superseded v1.1 DOI and pre-registration-candidate status.", "audit_date": "2026-08-02" }, "journal_assignment": { "assigned": "2026-08-15", "by": "TACHYON under operator adjudication", "pass": 2, "method": "read per deposit β€” 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 Β· 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/161/", "self_url": "https://www.alexanarch.org/data/records/161.json", "registry_url": "https://www.alexanarch.org/data/registry.json", "text_url": "https://www.alexanarch.org/data/texts/AXN-02F8-text.md", "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify" } }