Correlation of Emerging AI Trends with Cognitive Memoisation Corpus Terminology

Observation of Functional Convergence

Published under CM-2 Governance | Apache License 2.0

The Cognitive Memoisation (CM-2) corpus, publicly asserted between 2025-12-17 and 2026-01-06, defines a normative architecture for human-centric knowledge engineering with stateless LLMs. Its canonical dimensions (D1–D23), protocol invariants, and recovery semantics were articulated and versioned in the public corpus at publications.arising.com.au.

Subsequent publications from independent organisations (March–April 2026) address structurally analogous failure modes—semantic drift, authority separation, admissibility, client-side governance substrates, and recovery semantics—using different terminology.

This document notes the similarity.

• It does not assert causation.
• It does not allege plagiarism.
• It establishes chronological precedence.

Researchers employing isomorphic conceptual structures are invited to attribute the canonical source per Apache License 2.0 requirements.