When Agreement Means Something: Regime Isolation and Evidence-Bound Synthesis in Multi-Interpreter Knowledge Systems

When Agreement Means Something: Regime Isolation and Evidence-Bound Synthesis in Multi-Interpreter Knowledge Systems Maksim Barziankou (MxBv) PETRONUS™ — petronus.eu research@petronus.eu March 2026 DOI (parent framework): 10.17605/OSF.IO/NHTC5 License: CC BY-NC-ND 4.0 Implementation details are patent pending. Abstract This paper presents an architectural framework for answering domain-expert queries against a knowledge corpus using a plurality of computationally independent interpretation agents operating under regime isolation. The architecture is distinguished from existing retrieval-augmented generation (RAG), multi-agent debate, and ensemble methods by three jointly necessary properties: (1) evidence-bound structural synthesis, in which answer confidence is derived from cross-interpreter agreement on shared corpus evidence rather than from model-internal probability scores or text-level similarity; (2) divergence as a first-class output, in which contradictory interpretations of t