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Overview
Mediawiki Site Statistics
| Publication Date: | 2025-12-23T13:00Z | |
| Files: | 364 | total |
| Pages: | 1,814 | total |
| Users: | 1 |
Only pages marked category:public for publication are accessible due to Category:Access Control.
Introduction
This corpus was proudly developed with ChatGPT free and the author then enthusiastically jumped to the paid tier adoption to obtain reliable file upload and Project Context. This has uncovered a tirade of systemic pressures - besides expected stochastic variation which CM-2 normatively addresses - whereas CM-2 cannot address the systemic one!
The development of the CM-2 corpus involved sustained experimentation with large language model platforms. These experiments exposed both stochastic behaviour (addressed normatively by CM-2) and systemic platform variations outside the protocol’s control. The resulting observations informed the governance analysis and protocol design documented in this corpus.
These stochastic variations are well understood, but in colloquial language they are often aggregated of semantically summaries by terms and phrases such as:
- Groundhog day,
- Alice in Wonderland,
- Rabbit holes,
- Conversational Continuation,
- Delusion,
- Fabrication,
- Drift,
- Parroting,
- Authority Inversion,
- Normative Drift.
These Stochastic va2riations can be analysed with the newly released Governance Axes as a Multi-Dimensional Lens semantic scaffolding providing a taxonomy and orthogonal multi-dimensional graduated pressure instrumentation. Perhaps, one of the significant contributions of the corpus - because this scaffold can be used to analyse pressures in other domains, institutions and systems - and are not constrained to LLM.
Axes telemetry instrumentation can be activated within LLM systems - see Telemetry-Induced Constraint Salience: An Empirical Study in LLM Behavioural Compliance.
The entry point was the 2025-12-12 with the first publication on 2025-12-17.
Maps
See:
- Cognitive Memoisation Corpus Map - for semantic and temporal entry points
- Main_Page for site index
- category:Governance
New
- ChatGPT and the Disappearing Clock: A Regression Affecting CM-2 Epistemic Object Protocol Compliance
- ChatGPT UI is unable to sustain serious work flows
- CM-2 Reference Object Collection bootstrap data
- (purpose paper) Cognitive Memoisation: Governing Knowledge Round-Trip to Prevent Knowledge Erosion in LLM Systems
- (recent engineering report) BF-9 Report: ChatGPT Project Context Artefact File Access Failure
Recently Released CM-2 Protocol
The CM-2 Protocol specification is an Open Source Apache 2.0 licensed protocol release for vendor adoption for Round Trip Knowledge and Distributed Cognition across the entire LLM AI community:
- (CM-2 protocol paper) — Cognitive Memoisation (CM-2) Protocol
- (CM-2 protocol first self-hosting) First Self-Hosting Epistemic Capture Using Cognitive Memoisation (CM-2)
Normative Architecture
A server-side interim architecture for CM-2 proof of concept of Context Projection of CM-2 Epistemic artefacts: RO, EO, EA (Memorisation without a client side memoisation cache). RO, EA are subtypes of EO which are idempotently identified with invariant bodies that are parsed -> tokenise -> embeddings
- (a platform independent normative architecture with structural Context Eviction Detection and Ladder Recovery - based on CM-2 protocol)
- (first self-hosting: via Gemini search!)
- (normative bootstrap template)
- (normative Attention Deficit (Context Eviction) detection)
- (The CM Purpose Paper)
Cognitive Memoisation Knowledge Engineering works
See featured new since circa 2025-12-15:
- (CM Corpus Map)
- Cognitive Memoisation Corpus_Map for Temporal & Semantic Entry point
- (CM access graphs)
- Publications Access Graphs - for corpus access graphs
- (CM Category Index)
- Category:Cognitive Memoisation for Category index (where new updates appear)
- (CM public announcement)
- (CM plain language)
- (CM plain journey)
- (CM modelling)
- (CM-1 main paper)
- (CM-2 protcol paper)
- (CM-2 first self-hosting) - actual experiment for proof of concepts
- (CM-2 Normative Architecture)- actual experiment for proof of concepts
- (CM-2 Normative Architecture first self-hosting: via Gemini search!) - actual experiment for proof of concepts
The CM corpus is designed to be corrigible: all artefacts are held under explicit human authorship and governance, with preserved provenance and an authorised mechanism for correction, revision, or withdrawal over time. (See Why_Machines_Cannot_Own_Knowledge for the governance rationale underlying this corrigibility requirement.)
The corpus is structured as a constructive demonstration of governed, corrigible knowledge infrastructure.
Licensing precedence for all artefacts is anchored to the timestamp of the first recorded Mediawiki version (UTC) and recorded in the metadata as Publication date. Subsequent revisions do not alter licensing precedence and are tracked separately as version provenance; not all version provenance is required to persist. Mediawiki versioning is used mainly for bot updates.
All papers in this category are published on a rolling basis. For licensing and precedence purposes, each paper’s publication date corresponds to its first recorded public revision (UTC). Subsequent edits do not alter publication status.
Governance Publications
See featured since :
- Governance Axes as a Multi-Dimensional Lens - (fairly new and very informative cross domain)
- Category:Governance
- Category:Governance Lens
The Governance projection across the corpus is designed to be corrigible: all artefacts are held under explicit human authorship and governance, with preserved provenance and an authorised mechanism for correction, revision, or withdrawal over time. (See Why_Machines_Cannot_Own_Knowledge for the governance rationale underlying this corrigibility requirement.)
The corpus is structured as a constructive demonstration of governed, corrigible knowledge infrastructure.
Licensing precedence for all artefacts is anchored to the timestamp of the first recorded Mediawiki version (UTC) and recorded in the metadata as Publication date. Subsequent revisions do not alter licensing precedence and are tracked separately as version provenance; not all version provenance is required to persist. Mediawiki versioning is used mainly for bot updates.
All papers in this category are published on a rolling basis. For licensing and precedence purposes, each paper’s publication date corresponds to its first recorded public revision (UTC). Subsequent edits do not alter publication status.
Earlier Publications
Many of these publications are popular and predate 2025-12.
Amateur Radio Publications
- category:Amateur Radio - General Amateur Radio pages
- category:Antenna simulation - Antenna Simulations (popular)