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

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