ETVZ

Etik Temelli Vicdani Zeka (ETVZ) Entegrasyonu ile Açık Kaynak Tabanlı Çok Modelli Türkçe Büyük Dil Modeli Geliştirilmesi

Özet Bu araştırma projesi, Sanayi ve Teknoloji Bakanlığı’nın “Türkçe Büyük Dil Temel Modeli Sektörel Uyarlama” çağrısı kapsamında, etik muhakeme kapasitesi ve vicdani karar verme mekanizmalarına sahip, multimodal (metin-görüntü-ses destekli) açık kaynak tabanlı bir Türkçe Büyük Dil Modeli (LLM) geliştirilmesini hedeflemektedir. Proje, mevcut yapay zeka sistemlerinin etik muhakeme, kültürel bağlam değerlendirme ve hesap verebilirlik açığını kapatmayı […]

Ethics-Based Conscientious Intelligence (EBCI): A Global Conscience Network and Multi-Layered Governance Architecture Proposal

EBCI, Ethics-Based Conscientious Intelligence, AI Ethics, Algorithmic Ethics, Multi-layered Governance, Cultural AI, Federated Learning, Ethical Decision-Making, AI Governance, Computational Conscience, Digital Conscience, Global Ethics Nexus, GEC, Local Ethics Councils, LEC, EBCI Ledger, W-Matrix,

Abstract This study presents a novel paradigm called ‘Ethics-Based Conscientious Intelligence (EBCI)’ aimed at endowing artificial intelligence systems with ethical decision-making capacity. EBCI transcends traditional algorithmic decision-making processes by integrating cultural diversity, religious values, legal norms, and social equilibria into a computational model. The proposed framework employs a multi-layered governance architecture extending from local ethics […]

Ethics-Based Conscientious Intelligence (ETVZ): Integrating Computational Conscience into AI — A Mathematical and Operational Framework

ETVZ, Ethics-Based Conscientious Intelligence, Computational Conscience, HVM, AI Safety, AI Alignment, Human-in-the-loop, Mathematical Framework for AI Ethics, Multi-objective Optimization, Instrumental Convergence, Göktürk Kadıoğlu,

Göktürk Kadıoğlu (Conceptual Lead) – Dr.Ahmet Albayrak Prepared with AI Collaborator ETVZ Research Initiative November 2, 2025 Abstract This paper presents the Ethics-Based Conscientious Intelligence (ETVZ) paradigm: a technical, philosophical, and operational framework for integrating computational conscience into high-capacity AI systems. As a critical clarification, we emphasize that ETVZ systems never operate as autonomous decision-makers […]

Why Ethics-Based Conscientious Intelligence (EBCI) is Essential for Our Future

Ethics-Based Conscientious Intelligence; EBCI; AI Ethics; Ethical AI; Computational Conscience; AI Hallucination Crisis; Epistemic Memory; AI Accountability; Cultural Intelligence in AI; RAG for Ethics; Human-AI Collaboration; Wise AI; AI Ethical Fatigue

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 […]