What if the true AI revolution wasn't about creating machines that talk like us, but machines that understand the universe like a physicist?
In the age of Big Data and all-powerful language models, we face a paradox: the more powerful our technology becomes, the more fragile our world appears. Energy crises, unpredictable markets, and a growing distrust of AI's "black boxes" reveal the limits of an architecture built on resource waste and statistical plausibility. There is a third way.
This book unveils a radical paradigm shift. Through a fascinating journey touching on 300 years of scientific discovery-from Lagrange's Principle of Least Action to Shannon's Information Theory and Prigogine's complex systems-it distills the formula for a fundamentally different artificial intelligence. An AI based not on imitating human language, but on the universal laws of efficiency and physics.
Inside this book, you will discover:
Why the "Big Data" model is a thermodynamic dead-end and how a "zero-waste" architecture can solve the AI energy crisis.
The anatomy of a "nervous system" for the physical world, based on autonomous nodes that communicate through a language of pure coherence.
How this new approach transforms the economy, creating business models based on results (the outcome economy) and a new metric of value: "meaning per watt".
The new professions of the future-the Coherence Engineer, the Teleological Architect, the Computational Ethicist-and how the human role will be elevated from routine tasks to high-level strategy.
The roadmap for a real European technological sovereignty, founded not on imitation, but on fundamental innovation.
"The Coherence Principle" is not a science fiction book, but a strategic manual for the present. It is an indispensable guide for leaders, engineers, policymakers, and anyone who wants to understand the forces that are truly shaping the 21st century.
A book for those who are not content with using the future, but want to design it.