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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Bounded Lattice Inference: A Governed Reasoning Substrate with Persistent State and Non-Linguistic Authority

Authors: Beck, James;

Bounded Lattice Inference: A Governed Reasoning Substrate with Persistent State and Non-Linguistic Authority

Abstract

This work describes a governed reasoning substrate that introduces persistent state to language-model systems without granting agency, goals, or self-modification. The contribution is architectural: separating linguistic proposal from non-linguistic authority, and measuring the resulting system using standard tools from queueing theory and supervisory control. Key results:- Interiority confirmed via hysteresis testing (16.7% divergence rate)- Two distinct phase boundaries identified (budget starvation, glass ossification)- Safety invariants maintained across all experimental conditions- No agency, consciousness, or alignment claims The system enforces epistemic constraints by construction and is evaluated via falsifiable experiments. 76 test suites confirm architectural properties.

Keywords

language models, non-linguistic authority, state machines, supervisory control, epistemic governance, queueing theory, control theory, temporal coherence

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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