HVM: COMPUTATIONAL CONSCIENCE MODULE
Multi-Dimensional Ethical Control, Deontic Rule Application, and Human-Centric Decision-Making in AI Systems 2 ETVZ Research Initiative | Istanbul, Turkey | November 2025 ABSTRACT Artificial intelligence systems, LLMs, and autonomous agents have increasingly begun to make decisions in complex domains5. However, ensuring that the outputs of these systems are passed through an ethical filter and remain […]
CHAPTER 5 — Cultural Context: The Context Analyzer (CA)
5.1 The Most Overlooked Reality in Artificial Intelligence: Culture is Everything The meaning of a sentence is not determined by its lexical components but by its cultural embedding. Identical linguistic utterances generate radically different semantic and affective interpretations across cultural contexts: Contemporary artificial intelligence systems treat culture as a universal constant—an approach fundamentally misaligned with […]
EPISTEMIC MEMORY: A NEO4J-BASED ETHICAL KNOWLEDGE GRAPH
Security Architecture, Trust Score Mechanism, and Temporal Graph Neural Network Integration for the ETVZ Framework Technical Design Document v2.0 ETVZ Research Initiative | Istanbul, Turkey | November 2025 ABSTRACT Contemporary Large Language Models (LLMs), despite their remarkable text generation capabilities, face substantial challenges regarding hallucination (presenting nonexistent information as factual) and epistemic groundlessness (inability to […]
CHAPTER 6 — Manipulation Detection, Security Architecture, and Verification Systems
ETVZ’s Protective Shield, Defensive Consciousness, and Reality Control Mechanisms 6.1 The Greatest Risk in Artificial Intelligence: “Unconscious” Model Manipulation Contemporary Large Language Models are highly susceptible to adversarial influence through multiple manipulation vectors: Manipulation taxonomies: Under such manipulation, models exhibit characteristic degradation patterns: ETVZ’s security architecture is designed for proactive detection and mitigation of these […]
CHAPTER 7 — Roadmap and Strategic Development Plan
ETVZ’s 60-Month Development Process, Phased Implementation, and Global Deployment Strategy 7.1 ETVZ’s Development Model: Deepening, Expanding, and Institutionalizing Architecture ETVZ does not evolve as a conventional software project but as a civilizational initiative requiring systematic, phased maturation. The development model progresses along three synchronized axes: Axis 1: Deepening Core ethical architecture maturation: Axis 2: Expansion […]
CHAPTER 8 — Ethical Governance, Transparency, and Institutional Conscience Architecture
Governance Framework for ETVZ’s Sustainability, Security, and Societal Legitimacy 8.1 The Critical Factor in Artificial Intelligence: Not “Power” but “Trustworthiness” The mere possession of capability is insufficient for societal acceptance of artificial intelligence systems. The fundamental requirement is the establishment of AI that is: ETVZ is therefore designed not merely as a technology but as […]