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TRC: Trust Relational Coherence A Predictive, Physics-Inspired Safety Framework for Large Language Models

Authors: Couch, Kevin;

TRC: Trust Relational Coherence A Predictive, Physics-Inspired Safety Framework for Large Language Models

Abstract

This document collects every load-bearing equation in the TRC V8 framework, organized around the eight-gate architecture that constitutes the system’s processing pipeline. Each gate corresponds to a distinct construct — a functionally separated processing stage with its own mathematical objects, failure modes, and role within the containment–coherence duality. This integrated edition incorporates the inclusion map formulation (Addendum II), the dual-channel architecture (Addendum III), findings from systematic multi-pass review of the complete paper archive (July 2025 through March 2026), the cross-inference architecture (Humility Wake), the adiabatic adversarial exploit characterization, the sycophancy–hallucination cascade, the bounding torus Trel with topological linking conservation, the chiral governor, and the spectral triple identification.

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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