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March 8, 20260 citationsOpen Access

BCSM v1.3 — Boundary-Coherence Structural Module: ML-Native Technical Specification for Inference-Time LLM Governance

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KLKon Lionis

Key Points

  • This research outlines the technical specifications for the Boundary-Coherence Structural Module (BCSM) used in AI governance.
  • Describes BCSM's interaction with upstream telemetry and its evaluation of structural stability conditions.
  • Details the four elements impacting conversational stability: Core, Boundary, Load, and Coherence.
  • Explains deployment modes, including API-only and hybrid models.
  • Overall structural stability is assessed under various loads, signifying coherent reasoning in AI interactions.
  • BCSM does not modify model behavior but provides structural state outputs for downstream processing.

Abstract

BCSM v1.3 — Boundary-Coherence Structural Module The Boundary-Coherence Structural Module (BCSM) is the structural stability modelling layer within the Hykon Stability no retraining requiredSupported deployment modes: API-Only, Hybrid, White-Box

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Cite This Study

Kon Lionis (2026) studied this question.

synapsesocial.com/papers/69acc57d32b0ef16a404fb33https://doi.org/10.5281/zenodo.18888429
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