--- title: "MxBv (@mxbv) | Hashnode" description: "Navigational Cybernetics 2.5. Read the latest articles by MxBv on Hashnode." url: "https://hashnode.com/@mxbv" --- @mxbv # MxBv @mxbv · Poland, Poznan · Joined February 2026 Navigational Cybernetics 2.5 [Website](https://petronus.eu/) ### [Where NC2.5 Sits Relative to Enterprise Decision-Centric Architectures](https://mxbv.hashnode.dev/where-nc25-sits-relative-to-enterprise-decision-centric-architectures?utm_source=hashnode&utm_medium=feed) A Structural Locating Between Operational Decision Orchestration and Architectural-Class Theorems on Long-Horizon Viability PETRONUS Whitepaper · Foundation Series Maksim Barziankou (MxBv) May 2026 · Poznań Contact: research@petronus.eu License: CC B... 20 min read · [mxbv.hashnode.dev](https://mxbv.hashnode.dev/where-nc25-sits-relative-to-enterprise-decision-centric-architectures?utm_source=hashnode&utm_medium=feed) [May 4](https://hashnode.com/posts/where-nc25-sits-relative-to-enterprise-decision-centric-architectures/69f92bfa51bee326901c5cf3) ### [NC2.5 ↔ HORIZON: On the Structural Reducibility of Long-Horizon Agent Failures to a Single Architectural Deficit](https://mxbv.hashnode.dev/nc25-horizon-on-the-structural-reducibility-of-long-horizon-agent-failures-to-a-single-architectural-deficit?utm_source=hashnode&utm_medium=feed) NC2.5 ↔ HORIZON: On the Structural Reducibility of Long-Horizon Agent Failures to a Single Architectural Deficit Maksim Barziankou (MxBv) PETRONUS™ | research@petronus.eu DOI: 10.17605/OSF.IO/BJ79D Axiomatic Core (NC2.5 v2.1): DOI 10.17605/OSF.IO/NHT... 21 min read · [mxbv.hashnode.dev](https://mxbv.hashnode.dev/nc25-horizon-on-the-structural-reducibility-of-long-horizon-agent-failures-to-a-single-architectural-deficit?utm_source=hashnode&utm_medium=feed) [Apr 30](https://hashnode.com/posts/nc25-horizon-on-the-structural-reducibility-of-long-horizon-agent-failures-to-a-single-architectural-deficit/69f3e120eeaae145795b6c71) ### [Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap](https://mxbv.hashnode.dev/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap?utm_source=hashnode&utm_medium=feed) Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap Maksim Barziankou (MxBv) PETRONUS™ | research@petronus.eu DOI: 10.5281/zenodo.19609707 Axiomatic Core (NC2.5 v2.1): DOI 10.17605/OSF.IO/NHTC5 When someone asks me what Conte... 11 min read · [mxbv.hashnode.dev](https://mxbv.hashnode.dev/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a) [Apr 16](https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a) ### [Why Enforcement Requires Non-Participation: Structural Conditions for Coordination Integrity in Multi-Agent Systems](https://mxbv.hashnode.dev/why-enforcement-requires-non-participation-structural-conditions-for-coordination-integrity-in-multi-agent-systems?utm_source=hashnode&utm_medium=feed) Why Enforcement Requires Non-Participation: Structural Conditions for Coordination Integrity in Multi-Agent Systems Maksim Barziankou (MxBv) PETRONUS™ | research@petronus.eu DOI: 10.17605/OSF.IO/9XZ8G Axiomatic Core (NC2.5 v2.1): DOI 10.17605/OSF.IO/... 11 min read · [mxbv.hashnode.dev](https://mxbv.hashnode.dev/why-enforcement-requires-non-participation-structural-conditions-for-coordination-integrity-in-multi-agent-systems?utm_source=hashnode&utm_medium=feed) [Apr 9](https://hashnode.com/posts/why-enforcement-requires-non-participation-structural-conditions-for-coordination-integrity-in-multi-agent-systems/69d7a1438e7f1d5a16e7febe) ### [The Cognitive Flywheel of Time — Architectural Whitepaper](https://mxbv.hashnode.dev/cognitive-flywheel-whitepaper?utm_source=hashnode&utm_medium=feed) The Cognitive Flywheel of Time Architectural Whitepaper A system of architectures for navigational intelligence, structural verification, and coherent collaboration Intelligence is not the ability to maximize reward or converge to optimal trajectori... 9 min read · [mxbv.hashnode.dev](https://mxbv.hashnode.dev/cognitive-flywheel-whitepaper?utm_source=hashnode&utm_medium=feed) [Mar 13](https://hashnode.com/posts/cognitive-flywheel-whitepaper/69b44409e9d85c22898fe9be)