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خريطة الموقع
All the encyclopedia's sections, subsections, indexes, and static pages on a single page.
§ 1.0
Sections and branches
الشجرة00 Methodology and Knowledge Governance
- 0.1 Scope and Boundaries of the Encyclopedia
- 0.2 Operational Reference Glossary
- 0.3 Model, System, Service, Product, Agent, Robot, Release and Checkpoint
- 0.4 Actors and Roles
- 0.5 Lifecycle
- 0.6 Source Policy and Evidence Hierarchy
- 0.7 Language, Translation and Arabization Policy
- 0.8 Editorial Model, Review and Dispute Resolution
- 0.9 Labelling AI-Generated Content and Editorial Transparency
- 0.10 Guided Paths by Reader Type
01 History and Historiography
- 1.1 Intellectual Roots and the Pre-Computer Era
- 1.2 Turing, Dartmouth and the Beginnings
- 1.3 Cybernetics and Symbolic AI
- 1.4 Expert Systems
- 1.5 AI Winters
- 1.6 The Statistical Turn
- 1.7 Deep Learning
- 1.8 Foundation and Generative Models
- 1.9 Agentic AI and World Models
- 1.10 Regional Histories and Competing Narratives
02 Theoretical and Scientific Foundations
- 2.1 Mathematics and Statistics
- 2.2 Computational Learning Theory
- 2.3 Optimization and Algorithms
- 2.4 Information and Complexity
- 2.5 Logic, Knowledge Representation and Reasoning
- 2.6 Decision and Game Theory
- 2.7 Computational Linguistics
- 2.8 Cognition and Computational Neuroscience
- 2.9 Human–Computer Interaction
- 2.10 Philosophy of AI
03 Paradigms and Schools
04 Fields, Tasks and Modalities
- 4.1 Natural Language Processing
- 4.2 Speech and Audio
- 4.3 Computer Vision and Video
- 4.4 Multimodal AI
- 4.5 Search, Planning and Reasoning
- 4.6 Expert Systems and Fuzzy Logic
- 4.7 Retrieval, Knowledge and Recommendation
- 4.8 Time Series and Anomaly Detection
- 4.9 Robotics, Control and Autonomy
- 4.10 Scientific and Creative AI
- 4.11 Localization, Low-Resource Languages and Cultural Representation
- 4.12 Inference-Time Reasoning
- 4.13 Affective Computing and Emotional Interaction
- 4.14 Technology Convergence: QML, Bio-AI and Neurotechnology
05 Foundation Models and Advanced Agentic Systems
- 5.1 Foundation Models and General-Purpose AI
- 5.2 The Transformer and Beyond
- 5.3 Mamba, State-Space Models, MoE and Emerging Architectures
- 5.4 Pre-training and Scaling Laws
- 5.5 Fine-tuning, RLHF, DPO and ORPO
- 5.6 Context Protocols and Tool Use
- 5.7 Multi-Agent Orchestration
- 5.8 Open, Open-Weight and Closed Models
- 5.9 Natively Multimodal Models
- 5.10 Hallucination and Structural Reliability
- 5.11 Sovereign and Localized Models
06 Data, Knowledge and Information Engineering
07 Compute, Infrastructure and Technological Sovereignty
- 7.1 Chips, Accelerators and Semiconductors
- 7.2 Cloud, Data Centers and AI Factories
- 7.3 Edge, On-Device and Embedded AI
- 7.4 Networking, Interconnect and Data Transfer
- 7.5 Decentralized Computing and Alternative Architectures
- 7.6 Unconventional Computing: Quantum and Neuromorphic
- 7.7 Compute Governance, Export Controls and Access to Compute
- 7.8 Sovereignty over Compute and Data
- 7.9 Energy, Water, Cooling, Carbon and E-Waste
- 7.10 Sovereign Investment and Compute Infrastructure
08 Systems Engineering, Operations and Organizational Adoption
- 8.1 Requirements Framing and Architectural Patterns
- 8.2 MLOps and LLMOps
- 8.3 RAG, Tool Use and Memory
- 8.4 Workflow Re-engineering for Agentic Systems
- 8.5 AI-BOM and Technical Supply Chains
- 8.6 Deployment, Monitoring and Drift Detection
- 8.7 Organizational Change Management
- 8.8 Reskilling and Operational Capacity Building
- 8.9 Measuring ROI and Everyday Adoption
09 Measurement, Evaluation and Testing
- 9.1 Measurement Frameworks and Reference Metrics
- 9.2 General-Task Benchmarks
- 9.3 Specialized Benchmarks
- 9.4 Evaluating Agentic Systems
- 9.5 Stress and Robustness Testing
- 9.6 Red Teaming and Security Bounties
- 9.7 TEVV, External Audit and Conformity Assessment
- 9.8 Impact Assessment
- 9.9 Reproducibility, Open Science and Benchmark Snapshots
10 Applications and Sectors
- 10.1 Health, Medicine and Drug Discovery
- 10.2 Education and Personalized Learning
- 10.3 Finance, Risk Management and Compliance
- 10.4 Law and Justice
- 10.5 Government, Public Services and Smart Cities
- 10.6 Industry, Manufacturing and Logistics
- 10.7 Media, Culture and Creativity
- 10.8 Transport, Energy and Environment
- 10.9 Agriculture and Logistics
- 10.10 Defense and National Security
- 10.11 Science and Scientific Discovery
- 10.12 Social Sciences and Humanities
- 10.13 Cultural Heritage, Archaeology and Digital Memory
- 10.14 Sector Case Studies and Integrated Use Cases
11 Safety, Security and Alignment
- 11.1 Assurance, TEVV, Audit and Certification
- 11.2 Cybersecurity and Adversarial Machine Learning
- 11.3 Physical Safety of Robots, Vehicles and Medical Devices
- 11.4 Interpretability and Model Reverse-Engineering
- 11.5 Deepfakes, Authenticity and Watermarking
- 11.6 Technical and Value Alignment
- 11.7 Incidents and Systemic Risks
- 11.8 Dual Use and Offensive Uses
12 Ethics, Society, Rights and Inclusion
- 12.1 Dignity and Human Agency
- 12.2 Algorithmic Fairness and Non-Discrimination
- 12.3 Transparency, Accountability and Traceability
- 12.4 Psychological, Cognitive and Social Impact
- 12.5 Democratic Space and Freedom of Expression
- 12.6 Cultural Diversity, Linguistic Inclusion and Accessibility
- 12.7 Children, Affected Groups, and Local and Indigenous Knowledge
13 Political Economy and Geopolitics
- 13.1 Concentration and Monopoly
- 13.2 Impact of Agents on Work and Productivity
- 13.3 Supply Chains: Chips, Cloud, Data and Energy
- 13.4 Export Controls and Geopolitical Competition
- 13.5 Digital Sovereignty and Digital Decolonization
- 13.6 Sovereign Funding and Sovereign Wealth Funds
- 13.7 The Machine-to-Machine Economy
14 Global Governance, Regulation and Standards
- 14.1 International Standards and Organizations (ISO, IEEE, W3C, ITU)
- 14.2 The OECD Framework and System Classification
- 14.3 The EU AI Act: Risks, Obligations and Dates
- 14.4 NIST AI RMF and US Federal Policy
- 14.5 The Arab Region and the Middle East
- 14.6 China, Japan, India and the Global South
- 14.7 ASEAN and the Six Generative AI Risks
- 14.8 Legal Liability, Redress and Post-Deployment Monitoring
15 Comparative Jurisdiction and Sector Profiles
16 Live Observatory and Timeline
§ 2.0
Indexes and paths
الفهارس- A–Z Index
- Glossary
- Timeline
- Search
- Latest Updates
- Countries and Regions
- Subject Tree
- Frameworks
- Compare Entries
- Open Data
- Index: Concept
- Index: Technology
- Index: Dataset or Benchmark
- Index: Organization
- Index: Person
- Index: Law or Policy
- Index: Document or Work
- Index: Incident or Event
- Index: Country or Region
- Index: Comparison or Study
- Researcher path
- Journalist path
- Policymaker path
- Developer and Technologist path
- General Reader path
§ 3.0
Encyclopedia pages
الصفحات- About
- How to Use
- Methodology and Editorial Policy
- What the Encyclopedia Covers
- Source Policy and Levels
- Neutrality and Countering Misinformation
- AI Use Disclosure
- Language and Translation Policy
- Corrections, Merges and Withdrawals
- License and Reuse
- Privacy
- Accessibility
- Contact
- Site Changelog
- Site Map
- Editor
- Terms of Use
- Images and Logos Policy
- Complaints, Takedown and Right of Reply