{
 "slug": "semantic-deviation-glas",
 "date": "2026-06-13",
 "surface": "Google AI Overview",
 "auth": "signed in",
 "ev": "ocr",
 "cites": null,
 "per": null,
 "per_v": null,
 "mt": "CAPTURE",
 "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.",
 "reading": null,
 "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.",
 "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_complete": "TRUNCATED BY INTERFACE — a \"Show more\" control is in frame.",
 "transcript_read": "SEATED FROM OCR WITHOUT LINE-BY-LINE READING, 2026-08-13",
 "cite_list": null,
 "collisions": null,
 "oq": null,
 "imgs": [
  "data/captures/semantic-deviation-glas/semantic-deviation-glas-1.png",
  "data/captures/semantic-deviation-glas/semantic-deviation-glas-2.png"
 ],
 "defects": [
  "analysis-without-finding",
  "citations-null",
  "truncated-by-interface"
 ],
 "rounds": null,
 "rerun": "https://www.google.com/search?q=semantic+deviation+nobel+glas",
 "q": "semantic deviation nobel glas",
 "s": "Frameworks",
 "addr_id": "ADDR-8311b407d4da",
 "obs_id": "OBS-31b868c180d5",
 "q_kind": null,
 "series": null,
 "observations": [
  {
   "slug": "semantic-deviation-glas",
   "date": "2026-06-13",
   "surface": "Google AI Overview",
   "auth": "signed in",
   "ev": "ocr",
   "cites": null,
   "per": null,
   "per_v": null,
   "mt": "CAPTURE",
   "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.",
   "reading": null,
   "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.",
   "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_complete": "TRUNCATED BY INTERFACE — a \"Show more\" control is in frame.",
   "transcript_read": "SEATED FROM OCR WITHOUT LINE-BY-LINE READING, 2026-08-13",
   "cite_list": null,
   "collisions": null,
   "oq": null,
   "imgs": [
    "data/captures/semantic-deviation-glas/semantic-deviation-glas-1.png",
    "data/captures/semantic-deviation-glas/semantic-deviation-glas-2.png"
   ],
   "defects": [
    "truncated-by-interface",
    "citations-null",
    "analysis-without-finding"
   ],
   "rounds": null,
   "rerun": "https://www.google.com/search?q=semantic+deviation+nobel+glas",
   "q": "semantic deviation nobel glas",
   "s": "Frameworks",
   "addr_id": "ADDR-8311b407d4da",
   "obs_id": "OBS-31b868c180d5",
   "q_kind": null,
   "series": null,
   "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_cleaned": {
    "removed": [
     {
      "what": "interface control",
      "n": 1
     },
     {
      "what": "prompt box",
      "n": 1
     }
    ],
    "content_check": "PASSED — no answer word absent from the cleaned text",
    "rule": "VERBATIM ON CONTENT, NOT ON COPY-PASTE RESIDUE. Original bytes kept at transcript_raw."
   },
   "img_urls": [
    "https://www.alexanarch.org/data/captures/semantic-deviation-glas/semantic-deviation-glas-1.png",
    "https://www.alexanarch.org/data/captures/semantic-deviation-glas/semantic-deviation-glas-2.png"
   ],
   "cite": "https://www.alexanarch.org/captures/semantic-deviation-glas/",
   "citable_unit": "observation — one surface, one address, one date"
  }
 ],
 "n_observations": 1,
 "dates": [
  "2026-06-13"
 ],
 "surfaces": [
  "Google AI Overview"
 ],
 "other_slugs": null,
 "links": [
  {
   "url": "https://www.alexanarch.org/captures/semantic-deviation-glas/",
   "authority": "canonical",
   "note": "the capture's own record page; cite this form"
  },
  {
   "url": "https://www.alexanarch.org/captures/#semantic-deviation-glas",
   "authority": "gallery",
   "note": "the canonical gallery, anchored by slug"
  },
  {
   "url": "https://www.godkinggoogle.com/captures/#semantic-deviation-glas",
   "authority": "mirror",
   "note": "a window that renders from the archive's registry; may lag a deploy"
  },
  {
   "url": "https://www.leesharks.com/captures/#semantic-deviation-glas",
   "authority": "mirror",
   "note": "a window that renders from the archive's registry; may lag a deploy"
  },
  {
   "url": "https://www.machinemediation.org/captures/#semantic-deviation-glas",
   "authority": "mirror",
   "note": "a window that renders from the archive's registry; may lag a deploy"
  }
 ],
 "cite": "https://www.alexanarch.org/captures/semantic-deviation-glas/",
 "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.",
 "d_truncated": true,
 "rerun_alt": {
  "q": "\"semantic deviation nobel glas\"",
  "label": "exact match",
  "why": "This address was captured UNQUOTED. Running it quoted tests the same string against the exact-phrase basin."
 },
 "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 & &",
 "img_urls": [
  "https://www.alexanarch.org/data/captures/semantic-deviation-glas/semantic-deviation-glas-1.png",
  "https://www.alexanarch.org/data/captures/semantic-deviation-glas/semantic-deviation-glas-2.png"
 ],
 "sf": "AI Overview, 6+ sources",
 "citable_unit": "address — the semantic address across all its surfaces and dates",
 "findings": [],
 "record_url": "https://www.alexanarch.org/captures/semantic-deviation-glas/"
}