{"address":{"q":"semantic deviation nobel glas","record":"semantic-deviation-glas"},"analysis":{"analysis":"'Semantic Deviation, as defined in the Glas Function, is an experimental framework used to measure how much a large language model alters the meaning of specific terms or text inputs during generation. Developed by researcher Lee Sharks (writing under the heteronym Nobel Glas), the principle treats meaning as a field deformation.' Names the Glas Function, Erasure Skew, Lagrange Observatory, falsification & replication. lagrangeobservatory.org and Zenodo: Audited Claims cited. Lee Sharks AND Nobel Glas both named — the heteronymic bridge is visible in the composition layer.","d":"'Semantic Deviation, as defined in the Glas Function, is an experimental framework used to measure how much a large language model alters the meaning of specific terms or text inputs during generation. Developed by researcher Lee Sharks (writing under the heteronym Nobel Glas), the principle treats meaning as a field deformation.' Names the Glas Function, Erasure Skew, Lagrange Observatory, falsification & replication. lagrangeobservatory.org and Zenodo: Audited Claims cited. Lee Sharks AND Nobel Glas both named — the heteronymic bridge is visible in the composition layer.","d_full":"'Semantic Deviation, as defined in the Glas Function, is an experimental framework used to measure how much a large language model alters the meaning of specific terms or text inputs during generation. Developed by researcher Lee Sharks (writing under the heteronym Nobel Glas), the principle treats meaning as a field deformation.' Names the Glas Function, Erasure Skew, Lagrange Observatory, falsification & replication. lagrangeobservatory.org and Zenodo: Audited Claims cited. Lee Sharks AND Nobel Glas both named — the heteronymic bridge is visible in the composition layer.","defects":["truncated-by-interface","citations-null","analysis-without-finding"],"match":"BROAD MATCH","mt":"CAPTURE"},"measures":{"per_dim":{"after_challenge":null,"atoms":[{"atom":"name","dim":"M","evidence":"the heteronym Nobel Glas","kind":"token","present":true,"weight":3},{"atom":"works","dim":"M","evidence":"Erasure Skew: A methodology from the","kind":"role","present":true,"weight":2},{"atom":"claim boundary","dim":"M","evidence":"Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas)","kind":"reading","present":true,"weight":2},{"atom":"framework","dim":"C","evidence":"Lagrange Observatory used to measure how Al","kind":"token","present":true,"weight":2},{"atom":"corpus","dim":"C","evidence":null,"kind":"token","present":false,"weight":2},{"atom":"purpose","dim":"D","evidence":null,"kind":"reading","present":false,"weight":3},{"atom":"commitments","dim":"D","evidence":null,"kind":"reading","present":false,"weight":2},{"atom":"lineage","dim":"D","evidence":"Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas)","kind":"role","present":true,"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: Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas)","entity_type":"person","gate":"scored","inversions":[],"qualifier":null,"reached":"same","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass-d/BRIEF.md","by":"deep-dimension reader, batch 7","m_c_from":"v12.305 (PER-dim rubric v1.0 reading)","on":"2026-10-20"},"scores":{"C":0.5,"D":0.778,"M":0.0,"PER":0.45},"spec":"PER-dim rubric v1.1","src":true,"standing_substitutions":[],"target":{"ent":"ENT-1d584360b4","name":"Nobel Glas"},"tombstone_pointer":false},"per_dim_v1_0":{"after_challenge":null,"atoms":[{"atom":"name","dim":"M","evidence":"the heteronym Nobel Glas","kind":"token","present":true,"token":null,"weight":3},{"atom":"works","dim":"M","evidence":"Erasure Skew: A methodology from the","kind":"role","present":true,"token":null,"weight":2},{"atom":"claim boundary","dim":"M","evidence":"Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas)","kind":"reading","present":true,"token":null,"weight":2},{"atom":"framework","dim":"C","evidence":"Lagrange Observatory used to measure how Al","kind":"token","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":"Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas)","kind":"role","present":true,"token":null,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":3},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"token","present":false,"token":null,"weight":2}],"basis":"reached: Developed by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas); 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":"person","gate":"scored","reached":"same","read":{"brief":"rebuild/capture-registry/per-atoms/obs-pass/BRIEF.md","by":"observation pass reader, batch 2","normalised":[],"on":"2026-10-19"},"scores":{"C":0.5,"D":0.714,"M":0.0,"PER":0.389},"spec":"PER-dim rubric v1.0","src":true,"target":{"ent":"ENT-1d584360b4","name":"Nobel Glas"}}},"observation":{"auth":"signed in","date":"2026-06-13","ev":"ocr","evidence_files":[{"file":"data/captures/semantic-deviation-glas/semantic-deviation-glas-1.png","sha256":"9adcb4e03b345e983f47d6418371749d14d709592b568646fea4d71af99e1459"},{"file":"data/captures/semantic-deviation-glas/semantic-deviation-glas-2.png","sha256":"f60dfcdedb5cf932eef6dc0717693ff5e9b2e23ef097782574964f40ca48c50f"}],"q":"semantic deviation nobel glas","s":"Frameworks","sf":"AI Overview, 6+ sources","surface":"Google AI Overview","transcript":"Q semantic deviation nobel glas x &\n\nAlMode _ All Images Videos Shopping Forums + Al Overview A) Soe\n\nSemantic Deviation, as defined in the Glas\n\nFunction, is an experimental framework used to\n\nmeasure how much a large language model alters the meaning of specific terms or text inputs during generation. 2\n\nDeveloped by researcher Lee Sharks (writing under\n\ntha hatarnnvm Nohal Clac) tha nrinciniea traate\n\n© lagrangeobservatory.org . http://www. lagrangeobservatory.org Nobel Glas — Adversarial Topologist - Lagrange Observatory!\n\nNobel Glas is an independent researcher in semantic physics\n\nand the mathematics of deviation. Director of Lagrange Observatory! Architect of the Semantic ... ” Zenodo : https://zenodo.org ;\n\nAudited Claims for the Semantic\n\nDeviation Research Program\n\nThe Glas Function. An external-format audit of the Semantic Deviation Principle (Sharks 2026, v0.2 Final, DOI:\n\n10.5281/zenodo.20250736) and its associated ...\n\nG x\n\nsemantic deviation nobel glas (ND +6 °\n\nSemantic Deviation, as defined in the Glas\n\nFunction, is an experimental framework used to\n\nmeasure how much a large language model alters the meaning of specific terms or text inputs during generation. 2\n\nDeveloped by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas), the principle treats meaning as a \"field deformation”. It tracks how context or Al processing shifts a term's original definition. Key aspects of this research program include: @ Academia.edu\n\ne The Glas Function: A standardized measurement tool for auditing Al outputs against an original source, helping expose provenance loss.\n\ne Erasure Skew: A methodology from the\n\nLagrange Observatory used to measure how Al\n\nsystems alter, detach, or delete the origins of information during interactions.\n\ne Falsification & Replication: The framework provides exact conditions to measure semantic drift independently of the model being tested. @ Academia.edu +4","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"}],"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":"Q semantic deviation nobel glas x &\n\nAlMode _ All Images Videos Shopping Forums + Al Overview A) Soe\n\nSemantic Deviation, as defined in the Glas\n\nFunction, is an experimental framework used to\n\nmeasure how much a large language model alters the meaning of specific terms or text inputs during generation. 2\n\nDeveloped by researcher Lee Sharks (writing under\n\ntha hatarnnvm Nohal Clac) tha nrinciniea traate\n\nShow more V\n\n© lagrangeobservatory.org . http://www. lagrangeobservatory.org Nobel Glas — Adversarial Topologist - Lagrange Observatory!\n\nNobel Glas is an independent researcher in semantic physics\n\nand the mathematics of deviation. Director of Lagrange Observatory! Architect of the Semantic ... ” Zenodo : https://zenodo.org ;\n\nAudited Claims for the Semantic\n\nDeviation Research Program\n\nThe Glas Function. An external-format audit of the Semantic Deviation Principle (Sharks 2026, v0.2 Final, DOI:\n\n10.5281/zenodo.20250736) and its associated ...\n\nG x\n\nsemantic deviation nobel glas (ND +6 °\n\nSemantic Deviation, as defined in the Glas\n\nFunction, is an experimental framework used to\n\nmeasure how much a large language model alters the meaning of specific terms or text inputs during generation. 2\n\nDeveloped by researcher Lee Sharks (writing under\n\nthe heteronym Nobel Glas), the principle treats meaning as a \"field deformation”. It tracks how context or Al processing shifts a term's original definition. Key aspects of this research program include: @ Academia.edu\n\ne The Glas Function: A standardized measurement tool for auditing Al outputs against an original source, helping expose provenance loss.\n\ne Erasure Skew: A methodology from the\n\nLagrange Observatory used to measure how Al\n\nsystems alter, detach, or delete the origins of information during interactions.\n\ne Falsification & Replication: The framework provides exact conditions to measure semantic drift independently of the model being tested. @ Academia.edu +4\n\nAsk anything & &","transcript_read":"SEATED FROM OCR WITHOUT LINE-BY-LINE READING, 2026-08-13"},"slug":"semantic-deviation-glas"}