The Foundations of Artificial Intelligence Building the Mind Machines From Narrow AI to the Seeds of AGI

The Foundations of Artificial Intelligence is your complete journey into the science, philosophy, and practical creation of intelligent systems, from the algorithms that power today's AI to the emerging ideas shaping tomorrow's AGI.
In this first volume of The Intelligence Frontier series, theory, coding, and critical thinking come together to help you understand how machines learn, reason, and evolve. Each chapter moves seamlessly from concept to implementation, blending academic depth with hands-on experiments using TensorFlow, PyTorch, and symbolic reasoning systems.
Whether you're a student, researcher, or creator, this book gives you both the conceptual foundation and technical roadmap to start building intelligent systems that don't just compute but think.
Inside You'll Explore:The origins of AI, from Turing's dream to modern neural networks.Machine learning fundamentals: supervised, unsupervised, and reinforcement learning.Neural networks, backpropagation, and deep architectures (CNNs, RNNs, Transformers).Symbolic reasoning, hybrid AI, and the path toward neurosymbolic systems.Natural language understanding and the inner workings of language models like GPT.Perception and vision, how machines interpret the world around them.Reinforcement learning and autonomous decision-making.Ethical AI, bias, fairness, and the human element in intelligent systems.A final blueprint project: build your own modular "AI brain" simulation combining learning and reasoning.Each concept is paired with code templates, diagrams, and real-world insights, helping you bridge the gap between research papers and real applications.
Who This Book Is For:Students and engineers entering AI and data science.Developers who want to move beyond libraries to understand the "why."Researchers exploring the bridge between machine learning and AGI.Philosophical thinkers curious about the nature of machine consciousness."The Foundations of Artificial Intelligence" is more than a book, it's a roadmap for those who dream of building thinking systems, responsibly and intelligently.
Step into the frontier where science meets imagination, and where the next generation of intelligence begins.

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