{"address":{"q":"semantic exhaustion economy","record":"semantic-exhaustion-economy"},"analysis":{"analysis":"'Semantic exhaustion in the digital economy refers to the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative AI.' Driven by mass production of synthetic content, devaluation of human context, algorithmic processing demands. 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. Zenodo 'A Formal Disambiguation (EA-SEMEX-DISAMBIG-02 v1.0)' in organic — deposited 3 days prior, already indexed. Medium SE Executive Summary organic.","d":"'Semantic exhaustion in the digital economy refers to the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative AI.' Driven by mass production of synthetic content, devaluation of human context, algorithmic processing demands. 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. Zenodo 'A Formal Disambiguation (EA-SEMEX-DISAMBIG-02 v1.0)' in organic — deposited 3 days prior, already indexed. Medium SE Executive Summary organic.","d_full":"'Semantic exhaustion in the digital economy refers to the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative AI.' Driven by mass production of synthetic content, devaluation of human context, algorithmic processing demands. 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. Zenodo 'A Formal Disambiguation (EA-SEMEX-DISAMBIG-02 v1.0)' in organic — deposited 3 days prior, already indexed. Medium SE Executive Summary organic.","defects":["truncated-by-interface","citations-null","analysis-without-finding"],"match":"BROAD MATCH","mt":"BROAD MATCH"},"measures":{"per_dim":{"after_challenge":null,"atoms":[{"atom":"originator","dim":"M","evidence":null,"kind":"role","present":false,"weight":3},{"atom":"term","dim":"M","evidence":"Semantic exhaustion in the digital economy refers","kind":"token","present":true,"weight":3},{"atom":"date","dim":"M","evidence":null,"kind":"token","present":false,"weight":1},{"atom":"claim boundary","dim":"M","evidence":"depleting meaning without reinvesting in the human labor that produces It.","kind":"reading","present":true,"weight":2},{"atom":"framework","dim":"C","evidence":null,"kind":"token","present":false,"weight":2},{"atom":"tradition","dim":"C","evidence":"The Devaluation of \"Semantic","kind":"reading","present":true,"weight":2},{"atom":"corpus","dim":"C","evidence":null,"kind":"token","present":false,"weight":2},{"atom":"purpose","dim":"D","evidence":"The Extraction Model: Large Al models draw on centuries of linguistic history and human labor (“semantic capital\") for free input, depleting meaning without reinvesting in the human labor that produces It.","kind":"reading","present":true,"weight":3},{"atom":"commitments","dim":"D","evidence":null,"kind":"reading","present":false,"weight":2},{"atom":"lineage","dim":"D","evidence":null,"kind":"role","present":false,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"role","present":false,"weight":1},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"role","present":false,"weight":1}],"basis":"reached: the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al.","entity_type":"concept","gate":"scored","inversions":[],"qualifier":null,"reached":"weakened","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass-d/BRIEF.md","by":"deep-dimension reader, batch 6","m_c_from":"v12.305 (PER-dim rubric v1.0 reading)","on":"2026-10-20"},"scores":{"C":0.667,"D":0.667,"M":0.444,"PER":0.583},"spec":"PER-dim rubric v1.1","src":true,"standing_substitutions":[],"target":{"ent":"ENT-457cf6b578","name":"Semantic Exhaustion"},"tombstone_pointer":false},"per_dim_v1_0":{"after_challenge":null,"atoms":[{"atom":"originator","dim":"M","evidence":null,"kind":"role","present":false,"token":null,"weight":3},{"atom":"term","dim":"M","evidence":"Semantic exhaustion in the digital economy refers","kind":"token","present":true,"token":null,"weight":3},{"atom":"date","dim":"M","evidence":null,"kind":"token","present":false,"token":null,"weight":1},{"atom":"claim boundary","dim":"M","evidence":"depleting meaning without reinvesting in the human labor that produces It.","kind":"reading","present":true,"token":null,"weight":2},{"atom":"framework","dim":"C","evidence":null,"kind":"token","present":false,"token":null,"weight":2},{"atom":"tradition","dim":"C","evidence":"The Devaluation of \"Semantic","kind":"reading","present":true,"token":null,"weight":2},{"atom":"corpus","dim":"C","evidence":null,"kind":"token","present":false,"token":null,"weight":2},{"atom":"lineage","dim":"D","evidence":null,"kind":"role","present":false,"token":null,"weight":2},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":3},{"atom":"licence","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":1}],"basis":"reached: the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al.; scored object: OCR-READ, CHROME INTERLEAVED — NOT A PASTE. Answer text and browser furniture are mixed in one stream and have not been ","entity_type":"concept","gate":"scored","reached":"weakened","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass/BRIEF.md","by":"observation pass reader, batch 7","normalised":[],"on":"2026-10-19"},"scores":{"C":0.667,"D":1.0,"M":0.444,"PER":0.696},"spec":"PER-dim rubric v1.0","src":true,"target":{"ent":"ENT-457cf6b578","name":"Semantic Exhaustion"}}},"observation":{"auth":"signed in","date":"2026-06-15","ev":"ocr","evidence_files":[{"file":"data/captures/semantic-exhaustion-economy/semantic-exhaustion-economy-1.png","sha256":"c8e4bffaa2c95e1b0b42746ba1a10fe686f2dff0ffe4557aafe66a42ae002876"},{"file":"data/captures/semantic-exhaustion-economy/semantic-exhaustion-economy-2.png","sha256":"84eaa14533e0a53cd5646ff89eee73cee29373317de036a10447e1d5a75be76d"}],"q":"semantic exhaustion economy","s":"Captures","sf":"AI Overview (Academia.edu +1, +9 sources)","surface":"Google AI Overview","transcript":"Qo semantic exhaustioneconomy xX Wf\n\nAlMode All Images News’ Videos Shopping\n\n+ Al Overview Win +9 3\n\nSemantic exhaustion in the digital economy refers\n\nto the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al. Driven by the mass production of synthetic content, the devaluation of human context, and algorithmic processing demands, high- level messaging increasingly loses its original\n\n” Zenodo :\n\nhttps://zenodo.org ;\n\nA Formal Disambiguation (EA-SEMEX-\n\nDISAMBIG-O2 v1.0) 3 days ago — The term semantic exhaustion has two unrelated uses on the public record. As a defined construct in the political economy of meaning (first ...\n\nMedium - Lee Sharks .\n\nME 9 likes -5 months ago\n\nThe Semantic Economy: An Executive Summary | by Lee Sharks Semantic accounting reveals: Al companies draw on centuries of semantic capital while compensating none of the original laborers. Early Warning ...\n\nG x\n\nsemantic exhaustion economy Wii +9\n\nSemantic exhaustion in the digital economy refers\n\nto the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al. Driven by the mass production of synthetic content, the devaluation of human context, and algorithmic processing demands, high- level messaging increasingly loses its original impact and communicative value. @ Academia.edu +1\n\nThe phenomenon operates on a few key axes:\n\n1. The Devaluation of \"Semantic\n\nCapital\"\n\ne The Extraction Model: Large Al models draw on centuries of linguistic history and human labor (“semantic capital\") for free input, depleting meaning without reinvesting in the human labor that produces It. 2\n\ne Model Collapse & Circularity: As Al systems train on their own synthetic outputs, generation\n\nAAA AmAR AAIE vAfArARtial vAA AIAN FAA AAKthL","transcript_class":"OCR-READ, CHROME INTERLEAVED — NOT A PASTE. Answer text and browser furniture are mixed in one stream and have not been separated. Supports PRESENCE of wording, not RETENTION.","transcript_cleaned":{"content_check":"PASSED — no answer word absent from the cleaned text","removed":[{"n":1,"what":"interface control"},{"n":1,"what":"prompt box"},{"n":1,"what":"URL bar"}],"rule":"VERBATIM ON CONTENT, NOT ON COPY-PASTE RESIDUE. Original bytes kept at transcript_raw."},"transcript_complete":"TRUNCATED BY INTERFACE — a \"Show more\" control is in frame.","transcript_raw":"Qo semantic exhaustioneconomy xX Wf\n\nAlMode All Images News’ Videos Shopping\n\n+ Al Overview Win +9 3\n\nSemantic exhaustion in the digital economy refers\n\nto the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al. Driven by the mass production of synthetic content, the devaluation of human context, and algorithmic processing demands, high- level messaging increasingly loses its original\n\nShow more V\n\n” Zenodo :\n\nhttps://zenodo.org ;\n\nA Formal Disambiguation (EA-SEMEX-\n\nDISAMBIG-O2 v1.0) 3 days ago — The term semantic exhaustion has two unrelated uses on the public record. As a defined construct in the political economy of meaning (first ...\n\nMedium - Lee Sharks .\n\nME 9 likes -5 months ago\n\nThe Semantic Economy: An Executive Summary | by Lee Sharks Semantic accounting reveals: Al companies draw on centuries of semantic capital while compensating none of the original laborers. Early Warning ...\n\n(M 2 google.com/search?g=-s &] &® :\n\nG x\n\nsemantic exhaustion economy Wii +9\n\nSemantic exhaustion in the digital economy refers\n\nto the systemic degradation of language, meaning, and engagement in an era of platform capitalism and generative Al. Driven by the mass production of synthetic content, the devaluation of human context, and algorithmic processing demands, high- level messaging increasingly loses its original impact and communicative value. @ Academia.edu +1\n\nThe phenomenon operates on a few key axes:\n\n1. The Devaluation of \"Semantic\n\nCapital\"\n\ne The Extraction Model: Large Al models draw on centuries of linguistic history and human labor (“semantic capital\") for free input, depleting meaning without reinvesting in the human labor that produces It. 2\n\ne Model Collapse & Circularity: As Al systems train on their own synthetic outputs, generation\n\nAAA AmAR AAIE vAfArARtial vAA AIAN FAA AAKthL\n\nAsk anything & &","transcript_read":"SEATED FROM OCR WITHOUT LINE-BY-LINE READING, 2026-08-13"},"slug":"semantic-exhaustion-economy"}