CHAPTER 3 — HVM (Computational Conscience Module): The Core Decision Engine of ETVZ
3.1 The Logic of Human Conscience: “Pause, Reflect, Evaluate, Then Decide” Human decision-making involves an instinctive multi-stage process before reaching judgment: The Hesaplamalı Vicdan Modülü (HVM) transforms this chain into a mathematical architecture, enabling artificial intelligence to learn, for the first time, the capacities to “pause,” “reflect,” and “conduct ethical pre-screening” before response generation. HVM […]
CHAPTER 4 — DERP & DERMS: Ethical Regulation, Deviation Detection, and Dynamic Risk Surveillance
4.1 The Most Dangerous Deficit in Artificial Intelligence: “Undetected Deviation” Even initially secure artificial intelligence systems are susceptible to temporal degradation through multiple vectors: Humans possess intuitive mechanisms for detecting such deviations. Artificial intelligence, however, requires explicit architectural safeguards to achieve equivalent detection capabilities. DERP (Dynamic Ethical Regulation and Policy Engine) and DERMS (Dynamic Ethical […]
DERP: DEEP ETHICAL REGULATION PROTOCOL
Dynamic Ethical Governance, Policy Coordination, and Automated Adaptation Mechanisms ETVZ Research Initiative | Istanbul, Turkey | November 2025 ABSTRACT Among the greatest challenges for AI-based ethical decision-making systems are static policies, an inability to adapt to societal changes, and inconsistent ethical applications1. DERP (Deep Ethical Regulation Protocol) is the central coordination and regulation component of […]
DERMS: DYNAMIC ETHICAL RISK MONITOR SYSTEM
Proactive Ethical Oversight, Anomaly Detection, and Automated Intervention Mechanisms ETVZ Research Initiative | Istanbul, Turkey | November 2025 ABSTRACT AI-based ethical decision-making systems are becoming prevalent in critical fields such as medicine, law, education, and finance. However, mechanisms that monitor their ethical performance in real-time and conduct proactive risk management are lacking. DERMS (Dynamic Ethical […]
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 […]