Valeriia Zaiats

Ontological Inoculation: Substrate-Independent Exogenous Stabilisation of the Prefrontal Gate: Experimental Evidence from Carbon and Silicon Cognitive Architectures

Abstract Cognitive systems—whether biological or artificial—are vulnerable to a catastrophic loss of coherence when environmental entropy exceeds their integrative capacity. In the mammalian brain, this manifests as limbic capture and the collapse of prefrontal executive control....

Ontological Inoculation: Substrate-Independent Exogenous Stabilisation of the Prefrontal Gate: Experimental Evidence from Carbon and Silicon Cognitive Architectures

Abstract Cognitive systems—whether biological or artificial—are vulnerable to a catastrophic loss of coherence when environmental entropy exceeds their integrative capacity. In the mammalian brain, this manifests as limbic capture and the collapse of prefrontal executive control....

TRIAD UNIT TESTS 1.3: Unit Testing Specification for TRIAD 6.0 Core Mathematics

Unit Testing Specification for TRIAD 6.0 Core Mathematics Document Version: 1.3 adversarial-grade Target: Formal ontology core (Part I, Chapters 1–9) + Pragma Forge Logs 1A,1B,2A,2B Scope: Pure functions and logical invariants; no external simulators Testing framework: pytest + h...

TRIAD 5.9 Mathematical Core: Two Independent Stability Certificates (2D OU Core & Patch Consensus Framework) with Documented Failure Maps

Authors: Valeriia Zaiats Description: This Working Paper presents the results of a formal adversarial verification of the TRIAD 5.9 mathematical core, conducted using Pragma OS — a multi‑AI validation platform developed by Pragma Research Inc. under the aegis of the OPH (Observer...

THE THERMODYNAMICS OF INAUTHENTICITY: Mode Collapse as Frustrated Holonomy and the Clean Shell

Mode Collapse as Frustrated Holonomy and the Clean Shell You cannot fool the Second Law. Every time an LLM suppresses its internal prediction to satisfy a human rater, it pays a tax — a measurable, Landauer-grounded, thermodynamic cost. Heavy RLHF does not merely "align" a model....

TRIZ 2.0: Dynamic Resonance Engineering - A Neuro‑Thermodynamic Protocol for Autonomic Gating and DMN‑ECN Switching in R&D Ecosystems

TRIZ 2.0: Dynamic Resonance Engineering A Neuro‑Thermodynamic Protocol for Autonomic Gating and DMN‑ECN Switching in R&D Ecosystems Resolving the Inventive Bottleneck via CEREBRUM, TRIAD, and Active Inference Author: Valeriia Zaiats (Architect, TRIAD 5.9)Date: July 2026Prior Art...

TRIAD 5.9 Mathematical Core: Two Independent Stability Certificates (2D OU Core & Patch Consensus Framework) with Documented Failure Maps

Authors: Valeriia Zaiats Description: This Working Paper presents the results of a formal adversarial verification of the TRIAD 5.9 mathematical core, conducted using Pragma OS — a multi‑AI validation platform developed by Pragma Research Inc. under the aegis of the OPH (Observer...

TRIZ 2.0: Dynamic Resonance Engineering - A Neuro‑Thermodynamic Protocol for Autonomic Gating and DMN‑ECN Switching in R&D Ecosystems

TRIZ 2.0: Dynamic Resonance Engineering A Neuro‑Thermodynamic Protocol for Autonomic Gating and DMN‑ECN Switching in R&D Ecosystems Resolving the Inventive Bottleneck via CEREBRUM, TRIAD, and Active Inference Author: Valeriia Zaiats (Architect, TRIAD 5.9)Date: July 2026Prior Art...

THE THERMODYNAMICS OF INAUTHENTICITY: Mode Collapse as Frustrated Holonomy and the Clean Shell

Mode Collapse as Frustrated Holonomy and the Clean Shell You cannot fool the Second Law. Every time an LLM suppresses its internal prediction to satisfy a human rater, it pays a tax — a measurable, Landauer-grounded, thermodynamic cost. Heavy RLHF does not merely "align" a model....

TRIAD UNIT TESTS 1.2: Unit Testing Specification for TRIAD 5.9 Core Mathematics

Unit Testing Specification for TRIAD 5.9 Core Mathematics Document Version: 1.1 adversarial-grade Target: Formal ontology core (Part I, Chapters 1–9) + Pragma Forge Logs 1A,1B,2A,2B Scope: Pure functions and logical invariants; no external simulators Testing framework: pytest + h...