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ZENODO
Other literature type . 2025
Data sources: ZENODO
ZENODO
Other literature type . 2025
Data sources: Datacite
ZENODO
Other literature type . 2025
Data sources: Datacite
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Reflexive Development of Cognitive Memoisation: A Round-Trip Cognitive Engineering Case Study

Authors: Holland, Ralph Bruce;

Reflexive Development of Cognitive Memoisation: A Round-Trip Cognitive Engineering Case Study

Abstract

Reader’s Note This paper is intentionally concise and austere in style. Its purpose is not to establish normative definitions or assert invariant authority, but to document and contextualise a set of externally governed Cognitive Memoisation artefacts (CM-artefacts). Normative authority resides exclusively in the referenced CM-artefacts, which define the permissible scope of reasoning across stateless interactions. The prose in this paper is explanatory and illustrative only. Readers seeking formal definitions, constraints, or verification criteria should refer directly to those artefacts. This structure is deliberate and reflects the method described. Abstract Cognitive Memoisation (CM) is a human-curated method for governing interaction with large language models (LLMs) under conditions of enforced statelessness, UI friction, and unreliable conversational continuity. This paper documents that CM was itself developed and stabilised using the same round-trip cognitive engineering principles it defines. Rather than relying on retained model state, transcript replay, or conversational continuity, all core invariants of CM were verified exclusively against externally governed artefacts. The development process was explicitly reflexive: exploratory dialog was treated as provisional, externalised into authoritative artefacts, reintroduced as governance, and exercised under loss, interruption, and boundary enforcement. Invariants that could not survive this round trip were rejected. This paper demonstrates that stateless interaction, when governed by explicit artefacts and boundaries, is not a limitation but a structural advantage.

Keywords

Round-Trip Knowledge Engineering, Episodic Analysis, Failure Case Studies, Durable Knowledge, Cognitive Memoisation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average