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19 January 2026

     14:29  Integrity and Semantic Drift in Large Language Model Systems‎‎ 17 changes history +6,888 [Ralph‎ (17×)]
     
14:29 (cur | prev) −6 Ralph talk contribs (→‎Metadata (Normative))
     
12:59 (cur | prev) +1,109 Ralph talk contribs (→‎12.0 Corpus References)
     
12:56 (cur | prev) +14 Ralph talk contribs (→‎11.0 Glossary)
     
12:54 (cur | prev) +440 Ralph talk contribs (→‎Temporal Scope Note)
     
12:54 (cur | prev) −440 Ralph talk contribs (→‎Reading Dependency Note)
     
12:54 (cur | prev) −72 Ralph talk contribs (→‎References)
     
12:53 (cur | prev) +2,771 Ralph talk contribs (→‎10. Failure Projection: Infractions vs Failure Axes)
     
12:47 (cur | prev) +454 Ralph talk contribs (→‎9. Conclusion)
     
12:46 (cur | prev) +353 Ralph talk contribs (→‎Integrity and Semantic Drift in Large Language Model Systems)
     
12:41 (cur | prev) +441 Ralph talk contribs (→‎Integrity and Semantic Drift in Large Language Model Systems)
     
12:20 (cur | prev) −1 Ralph talk contribs (→‎11. Failure Projection: Infractions vs Failure Axes)
     
12:20 (cur | prev) −209 Ralph talk contribs (→‎10. Failure Axes Codes (Normative))
     
12:19 (cur | prev) −9 Ralph talk contribs (→‎11. Failure Projection: Infractions vs Failure Axes)
     
12:19 (cur | prev) −45 Ralph talk contribs (→‎11. Failure Projection: Infractions vs Failure Axes)
     
12:17 (cur | prev) +10 Ralph talk contribs (Undo revision 19222 by Ralph (talk)) Tag: Undo
     
12:15 (cur | prev) −10 Ralph talk contribs (→‎11. Failure Projection: Infractions vs Failure Axes) Tag: Reverted
     
11:26 (cur | prev) +2,088 Ralph talk contribs
     13:06  Identified Governance Failure Axes: for LLM platforms‎‎ 15 changes history +346 [Ralph‎ (15×)]
     
13:06 (cur | prev) −335 Ralph talk contribs (→‎On the claim that these axes are “obvious.”)
     
13:03 (cur | prev) +1,097 Ralph talk contribs (→‎Closure)
     
11:36 (cur | prev) −15 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:35 (cur | prev) −1,657 Ralph talk contribs (→‎Governance Failure Projection: Corpus References vs Governance Axes (Normative))
     
11:35 (cur | prev) −47 Ralph talk contribs (→‎References Used in the Study)
     
11:34 (cur | prev) +747 Ralph talk contribs (→‎References Used in the Study)
     
11:28 (cur | prev) +305 Ralph talk contribs (→‎References Used in the Study)
     
11:22 (cur | prev) +84 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:21 (cur | prev) +71 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:20 (cur | prev) +22 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:20 (cur | prev) +77 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:19 (cur | prev) +16 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:17 (cur | prev) −5 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:17 (cur | prev) +100 Ralph talk contribs (→‎Table B - Corpus: Failure Projection (F))
     
11:16 (cur | prev) −114 Ralph talk contribs (→‎Governance Failure Projection: Corpus References vs Governance Axes (Normative))
     13:02  What Can Humans Trust LLM AI to Do?‎‎ 13 changes history +3,502 [Ralph‎ (13×)]
     
13:02 (cur | prev) −5 Ralph talk contribs (→‎12.0 On the claim that these observations are “obvious.”)
     
13:00 (cur | prev) +1,109 Ralph talk contribs (→‎References)
     
12:50 (cur | prev) +1 Ralph talk contribs
     
12:41 (cur | prev) +401 Ralph talk contribs (→‎What Can Humans Trust LLM AI to Do?)
     
12:24 (cur | prev) +17 Ralph talk contribs (→‎Closing)
     
12:24 (cur | prev) −108 Ralph talk contribs (→‎Closing)
     
12:22 (cur | prev) +2,368 Ralph talk contribs (→‎Closing)
     
12:14 (cur | prev) −22 Ralph talk contribs (→‎Glossary (Deferred Definitions))
     
12:13 (cur | prev) −215 Ralph talk contribs (→‎Normative Statement - Trust Boundaries for LLM Use (Anchored, Sandboxed))
     
12:13 (cur | prev) +1,306 Ralph talk contribs (→‎Glossary (Deferred Definitions))
     
12:13 (cur | prev) −1,306 Ralph talk contribs (→‎References)
     
12:12 (cur | prev) −40 Ralph talk contribs (→‎What Can Humans Trust LLM AI to Do)
     
12:12 (cur | prev) −4 Ralph talk contribs (→‎Metadata (Normative))
     12:12 Move log Ralph talk contribs moved page What Can Humans Trust LLM AI to Do to What Can Humans Trust LLM AI to Do?
N    12:11  What Can Humans Trust LLM AI to Do‎‎ 3 changes history +10,521 [Ralph‎ (3×)]
     
12:11 (cur | prev) +2,099 Ralph talk contribs
     
12:09 (cur | prev) +1,306 Ralph talk contribs (→‎Closing)
N    
12:06 (cur | prev) +7,116 Ralph talk contribs (Created page with "= What Can Humans Trust LLM AI to Do = === Thesis === At the present time, and given the prevailing architecture of Large Language Model (LLM) platforms, humans can place justified trust in LLM systems only for functions that do not require integrity, authority, durable continuity of meaning, or protection against normative drift. This limitation is not a claim about what LLMs are in principle, but a description of what current platforms reliably support today. Where tr...")
     11:37 Deletion log Ralph talk contribs deleted page Cognitive Memoisation Corpus Map (provisional)(content was: "==metadata== <font size=-2> {| | ''Title'': || Cognitive Memoisation Corpus Map |- |''Author'': || Ralph B. Holland |- | ''version'': || 2.1.0 |- | ''Publication Date'': || 2025-12-22T19:10Z |- | ''Update'': || 2026-01-18T06:37Z v2.1.0 curated update for D18-D22<br/>2026-01-17T03:19Z v2.0.0 curated updates<br/>2026-01-13T19:09Z v1.4.0 new dimension table and two projections.<br/...", and the only contributor was "Ralph" (talk))

Links

Links

TODO

Support requests:

SRF-8769056-DPE ICT Objective
SRF-8768031-DPE DCAC smart card error
SRF-8743457-DPE First DCAC job how to

MUST

  • 2024-10-01
    • Aeroefueller and WFS by 28-Oct-24
    • check Arising account
    • check Amex - seems to be high
  • 2024-08-09 Submit a change in circumstances form for NZ and for Canada / USA.
  • 2024-08-09 reconcile MainGear account.
  • 2024-08-09 TODO separate out IR-GIS from Corp Details#Arising et al and fix images that are sourced from the wiki via interwiki!
  • 2024-07-30 Pay AvData $4,615.16 by August.
    • progress AB644 and
    • reset of OSD and
    • retention of PRN account.
  • 2024-06-11 Apply for CAG landing agreement
  • 2024-06-11 Apply for Pilot parking
  • 2024-06-11 Need to Pay
    • Rob Gray
    • Boeing
    • CAG
  • 2024-05-19 Pay Boeing for Aircraft Data
  • 2023-12-30 Reconcile fuel
  • 2023-11-01 Colonial FirstChoice Employer Super account is changing to retained benefit status - which means increased insurance fees. WTF? Need to do something about transferring this and insurance benefits over to Arising - if possible.
    • contacted them, if Arising makes an employer contribution to this FirstChoice super account before 7 Dec it will prevent it going to retained earnings status.
Look at https://www.buyict.gov.au/sp?id=opportunity_details&table=u_dmp_procurement&sys_id=ec2e76871b24b910860464ab274bcb62


Contacts number email Windows Live Messenger Id
Ralph Holland 0417312869 (mob)
02 6231 2869 (home)
ralph ralph.holland@live.com.au

Ralph ID

corp stuff

Security Posture

The following pages constitute the Arising Security Posture, these and other pages may be found within category:Security Posture:

briefs

The following briefs are part of the Arising Technology Security posture.

further defence references

Accounts

Accounting pages XXX

Work Place

Workplace Gender Equality

Other stuff



  • blank Blank Page to edit then copy-paste into a brand-new pages's empty contents so it has consistent style to the other pages in the wiki. Please do not add other stuff to the blank page - its a proforma.

Foreign Affairs

link to


File:IR-GIS.png