Büyük Dil Modellerinde Etik Temelli Vicdani Zekâ (ETVZ): Ölçülebilir Performans Göstergeleri ve Yönetişim Metodolojisi
Özet Bu çalışma, Büyük Dil Modellerinin (LLM) etik, güvenlik ve uyumluluk performansını ölçümlemek için geliştirilen Etik Temelli Vicdani Zekâ (ETVZ) sisteminin kapsamlı metodolojisini sunmaktadır. ETVZ, çekirdek modele müdahale etmeden, üst katman mimarisi ile etik muhakeme, risk yönetimi ve epistemik güvenilirlik sağlayan bir çerçevedir. Araştırma, A/B test metodolojisi, beş temel KPI ekseni ve modüler performans ölçüm […]
Can AI Learn “Conscience”? A Critical Dialogue on ETVZ Architecture with an AI
Date: November 19, 2025 Category: AI Ethics / Project Journal Introduction: When Roles Are Reversed Usually, we humans ask Artificial Intelligence questions, and it answers. However, as the architecture of ETVZ (Ethics-Based Conscientious Intelligence) was taking shape, we crossed to the other side of the table. Google’s most advanced model, Gemini 3.0, posed the most […]
ETHICS-BASED CONSCIENCE INTELLIGENCE (ECBI) PROJECT
Risk Analysis, Vision Evaluation and Final Outcomes Academic Evaluation Report Abstract: This report presents a comprehensive risk analysis, technical evaluation, and strategic solution proposals for the Ethics-Based Conscience Intelligence (ECBI) project. The ECBI project, which redesigns the ethical decision-making mechanisms of artificial intelligence systems within the framework of human values and universal rights, has been […]
Why Ethics-Based Conscientious Intelligence (EBCI) is Essential for Our Future
The Critical Gap in Modern AI We stand at a pivotal moment in technological history. Artificial intelligence has achieved remarkable feats—diagnosing diseases, translating languages, generating creative content, and solving complex problems at unprecedented speeds. Yet beneath this impressive surface lies a fundamental flaw: our most advanced AI systems lack conscience. This is not merely a […]
CHAPTER 1 — Philosophical Foundation: Is Conscience Computable?
1.1 The Missing Link in Artificial Intelligence: The Chasm Between “Knowing What is True” and “Doing What is Right” Contemporary artificial intelligence operates as a probabilistic engine trained on billions of data points. It recognizes information, decodes patterns, and generates predictions. However, human behavior is not determined solely by information; it is guided by conscience—the […]
CHAPTER 2 — Epistemic Foundation: Learning, Memory-Enabled, and Evolving Conscientious Intelligence
2.1 The Fundamental Distinction in Human Memory: Not “Knowing Information” but “Knowing the Nature of Information” The human mind does not merely store information; it simultaneously archives the metadata surrounding each knowledge unit: The determinant of whether information is trustworthy is not the information itself, but rather its epistemic position within memory—its relational structure to […]
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 […]