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Other literature type . 2026
Data sources: ZENODO
ZENODO
Other literature type . 2026
Data sources: Datacite
ZENODO
Other literature type . 2026
Data sources: Datacite
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Journey: Human-Led Convergence in the Articulation of Cognitive Memoisation

Authors: Holland, Ralph Bruce;

Journey: Human-Led Convergence in the Articulation of Cognitive Memoisation

Abstract

Abstract This paper documents the journey by which Cognitive Memoisation (CM) was articulated, strengthened, and governed through extended interaction between a human practitioner and a Large Language Model (LLM). Rather than presenting CM as an invention or a finished framework, the paper describes a process of reflexive bootstrapping in which an already-existing human practice was progressively rendered explicit, constrained, and stabilised. The LLM functioned not as an epistemic authority, but as a low-impedance cognitive surface capable of carrying ambiguity, reflecting structure, and probing boundaries. The paper shows how terminology, invariants, and governance emerged through use, correction, and externalisation, and how epistemic authority remained explicitly human throughout. The result is a case study in disciplined human–machine collaboration that enables progress without memory while avoiding semantic drift and authority transfer.

Keywords

Epistemic Governance, Human-LLM Interaction, Knowledge Engineering, Cognitive Memoisation, Rationale

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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
Green