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Agi: Beyond Current Models
Paperback
Publisher: Independently Published
Published: Jul 24 2025
Pages: 486
Weight: 1.42
Height: 0.98 Width: 6.00 Depth: 9.00
Language: English
What if today's AI revolution is leading us in the wrong direction?
While Large Language Models and generative AI systems continue to amaze the world, a deeper question remains unanswered:
Are these systems truly intelligent or are we mistaking statistical prediction for understanding?
In AGI Beyond Current Models, readers are taken on a thought-provoking journey through the promises, illusions, breakthroughs, and limitations shaping the modern pursuit of Artificial General Intelligence.
Spanning 41 chapters, this book explores the critical divide between today's narrow AI systems and the broader, human-like intelligence researchers hope to achieve.
Inside the BookYou'll discover:
- Why current AI models may be fundamentally limited despite rapid progress
- The difference between prediction, reasoning, understanding, and true intelligence
- Why scaling neural networks alone may not lead to AGI
- The hidden problems of hallucinations, brittleness, and lack of causality
- The importance of embodiment, memory, agency, planning, and common sense reasoning
- How human cognition may offer clues for building more robust intelligent systems
- Why ethics, alignment, and societal impact cannot be separated from AGI development
- Emerging alternatives and hybrid approaches that may move AI beyond today's architectures
The book also examines the broader implications of AGI, including:
- economic disruption,
- energy consumption,
- explainability,
- existential risk,
- human-AGI collaboration,
- and the future relationship between humanity and intelligent machines.
This work analyzes the ambitions and technical realities behind major AI efforts, including:
- OpenAI
- Meta
Rather than offering hype or fear-driven speculation, the book provides a grounded, analytical perspective on where AI stands today and what may still be missing on the path toward genuine AGI.
Who This Book Is ForWhether you are:
- an AI researcher,
- engineer,
- student,
- policymaker,
- technology leader,
- or simply curious about the future of intelligence,
this book offers a rigorous yet accessible exploration of one of the most important technological questions of our time.
The future of intelligence is too important to approach blindly.
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