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.
Fields of Study & Subjects
Modular Robots and Swarm Intelligence
Language and cultural evolution
Embodied and Extended Cognition
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 January 2026
- Document type
- Preprint