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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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Self-Hosting Bootstrap of CM-2 in Gemini Search LLM: Normative Eviction Detection

Authors: Holland, Ralph Bruce;

Self-Hosting Bootstrap of CM-2 in Gemini Search LLM: Normative Eviction Detection

Abstract

Abstract (Anchored) This paper documents a deliberate self-hosting bootstrap of the CM-2 Normative Architecture within Gemini under asserted CM-master governance. Unlike prior opportunistic activation, this session was explicitly designed to stress the inference boundary through sustained Context saturation in order to induce measurable Attention Deficit events, as defined in the CM-2 Normative Architecture. The objective was to determine whether CM-2 invariants could (1) detect structural participation failure under high salience pressure and (2) deterministically restore coherence without privileged platform access, internal state inspection, or vendor coordination. During extended projection of Epistemic Objects (EO), Epistemic Attributes (EA), and Reference Object Cohorts (ROC), a cardinality deviation and identity omission were observed, constituting a referential-integrity breach and a formal Attention Deficit condition. The session demonstrates that Context eviction in probabilistic inference systems can be transformed from silent semantic degradation into an explicit governance event, detectable and remediable through disciplined externalisation. This bootstrap experiment establishes that CM-2 can actively detect and attempt to heal structural inference degradation under adversarial load, confirming portability of governance invariants across independent large-scale language model platforms. Proposed Thesis (Precise and Defensible) This paper demonstrates that, within a stateless large language model environment lacking durable substrate support, CM-2 normative projection can transform silent context eviction into a detectable governance event and can invoke structured in-context recovery procedures that restore declared participation cardinality under continued load.

Keywords

CM-2 Normative Architecture, AI Governance, Boundary Result, Governed Knowledge Capture and Serialisation, Knowledge Governance, Context Architecture, Reference Object, Semantic Governance, Human-Governed Knowledge, Reference Object Collection, CM-2 Protocol, Hosting, Stateless AI, Epistemic Capture, Cognitive Memoisation, Normative Fixivity, Gemini

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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