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The Amazing Journey of Reason Mario Alemi

The Amazing Journey of Reason von Mario Alemi

The Amazing Journey of Reason Mario Alemi


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The Amazing Journey of Reason Zusammenfassung

The Amazing Journey of Reason: from DNA to Artificial Intelligence Mario Alemi

This Open Access book explores questions such as why and how did the first biological cells appear? And then complex organisms, brains, societies and -now- connected human societies? Physicists have good models for describing the evolution of the universe since the Big Bang, but can we apply the same concepts to the evolution of aggregated matter -living matter included? The Amazing Journey analyzes the latest results in chemistry, biology, neuroscience, anthropology and sociology under the light of the evolution of intelligence, seen as the ability of processing information.

The main strength of this book is using just two concepts used in physics -information and energy- to explain:

  • The emergence and evolution of life: procaryotes, eukaryotes and complex organisms
  • The emergence and evolution of the brain
  • The emergence and evolution of societies (human and not)
  • Possible evolution of our "internet society" and the role that Artificial Intelligence is playing

Über Mario Alemi

Mario holds a PhD in physics, with a passion for Artificial Intelligence, writing, and travelling. After 8 years of scientific research, mainly at CERN, Geneva, he graduated in International Journalism at City University in London. Thanks to that, he was able to fulfill his three passions for a few years -teaching Quantitative Methods at ESCP (Ecole Superieure de Commerce de Paris), shooting documentaries in Brazil, Yemen and India, writing for various publications (including the Economist and the Financial Times) and consulting with various companies on AI-related project.
After developing recommendation algorithms for social networks in 2010, Mario came to the conclusion that the "interconnection revolution" is not just a business opportunity but a milestone in the evolution of human beings. With this in mind, together with a network of partners and collaborators, he set up a company named elegans specializing in AI.
Mario, alone or with a team, has been responsible for the development of original algorithms for startups and public companies . He is often invited for talks to various AI/Machine Learning conference and he has more than 50 peer-reviewed scientific publications, with more than 4,000 citations. Mario was featured by "Il Sole 24 Ore", "La Repubblica", "Corriere Comunicazioni", "Business Insider".

Inhaltsverzeichnis

Acknowledgments

Skipping Math

Chapter 1. Life, Energy and Information

What is Life?

The Decay Towards Equilibrium

Energy Extraction Requires Information

Defining Information

Information Storage Requires Energy

Storing Information

Chapter 2. From the Big Bang to living cells

Intelligent Systems

Ex-nihilo Energy and Information

The Emergence of Complexity

Life without Selection

The Startups of Life

Amino Acids - the Entrepreneurs of Life

The Secret of Life

Evolution through Learning

Artificial Neural Networks and DNA

Collaboration and Eukaryotes

The Importance of Scientific Revolutions

Chapter 3. From Complex Organisms to Societies

Intelligence Needs Energy

Sleep, Death and Reproduction

The Limits of Unicellular Organisms

From Interaction to Cognitive Processes

Nervous System or the Forgotten Transition

First Brains and Shallow Neural Networks

Societies and Natural Selection

Insects and Intelligent Societies

The Social Body

Chapter 4. The Human Social Brains

Why a more Powerful Brain?

The Primates' Brain

What Makes a Homo

The Anatomy of Language

Agriculture and Cognitive Social Networks

Empires and Networks

The Expensive-class Hypothesis

Chapter 5. The Human Meta-organism

The evolution of communication in Homo sapiens

More Communicans than Sapiens

Communications Technologies and Topologies

Internet Companies

The Evolution of Artificial Intelligence

Appendix 1. More on Networks and Information

Physicists don't like Networking

Abby Normal Distributions

Networks and Power

The Emergence of Small-world Networks

Entropy of Networks

Barabasi-Albert small-world networks

Why Power Law Appears in Networks

Code snippet: entropy of scale-free networks

Appendix 2. Math and real life

Two scientists playing roulette

Complexity in Numbers

Appendix 3. How Artificial Neural Networks Work

References


Zusätzliche Informationen

GOR012465112
9783030259617
3030259617
The Amazing Journey of Reason: from DNA to Artificial Intelligence Mario Alemi
Gebraucht - Sehr Gut
Broschiert
Springer Nature Switzerland AG
2019-12-07
113
N/A
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