Resource Focus
Concept language
Use the chapter Key Terms collections to revisit definitions, classifications, agents, reasoning and core AI vocabulary.
Classical AI references
Revisit search, planning, knowledge representation and reasoning through established AI textbooks and educational references.
Real-world AI evidence
Use regulatory, scientific and application sources to connect foundation concepts with deployed AI systems.
Responsible AI
Return to risk, ethics, standards and governance sources when evaluating limitations or future directions.
Chapter Resource Map
Every chapter in this Module already contains its own Key Terms and References & Further Reading collections. These links open the relevant chapter and automatically expand the requested resource section.
AI Concepts & System Foundations
Chapter 1 — Understanding Artificial Intelligence
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 2 — History and Evolution of Artificial Intelligence
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 3 — Characteristics of Intelligent Systems
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Chapter 4 — Intelligent Agents and Environments
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 5 — Types and Classifications of Artificial Intelligence
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 6 — The Relationship Between AI, Machine Learning, Neural Networks and Deep Learning
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 7 — Major Approaches to Building AI Systems
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Search, Reasoning & Intelligent Behaviour
Chapter 8 — Problem-Solving, Search and Planning
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 9 — Knowledge Representation, Reasoning and Decision-Making
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 10 — Language, Perception, Robotics and Autonomous Systems
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Applications, Limitations & Responsible AI
Chapter 11 — Real-World Artificial Intelligence Applications
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Chapter 12 — AI Limitations, Responsible AI and Future Directions
Use the chapter resource layer to revise terminology or open the source list used for deeper verification and study.
Curated External Reference Shelf
This shelf surfaces a small set of high-value references already used by the Module. The complete chapter-specific source lists remain inside the individual chapters.
| Resource | Why it is useful | Used in |
|---|---|---|
| AIMA — Artificial Intelligence: A Modern Approach | Search, agents, reasoning and classical AI foundations | Chapter 8 |
| Artificial Intelligence: Foundations of Computational Agents | Search, reasoning, planning and agent foundations | Chapter 8 |
| NIST AI Risk Management Framework | Risk-management concepts for trustworthy and responsible AI | Chapter 12 |
| NIST AI Resource Center | Supporting resources for applying AI risk-management practices | Chapter 12 |
| OECD AI Principles | International principles for trustworthy AI | Chapter 12 |
| UNESCO Recommendation on the Ethics of Artificial Intelligence | Human-rights-centred ethical guidance for AI | Chapter 12 |
| EU Artificial Intelligence Act — policy overview | Regulatory context and application timeline | Chapter 12 |
| ISO/IEC 42001 — AI management systems | Management-system standard for organisational AI governance | Chapter 12 |
Continue the Learning Journey
Return to AI Foundations
Continue the full 12-Chapter learning sequence rather than using the resource directory as a substitute for the lessons.
Open the Module →Next: Technical Foundations
Continue into the next logical learning area when you are ready.
Continue Learning →NIYAMA-VIDYĀ Resources
Return to the permanent site-wide directory for Learn, Explore, Applied AI and transparency resources.
Back to Resources →Reference Transparency
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