
Complexity
A Guided Tour
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Narrated by:
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Kathleen Godwin
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By:
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Melanie Mitchell
About this listen
What enables individually simple insects like ants to act with such precision and purpose as a group? How do trillions of neurons produce something as extraordinarily complex as consciousness? In this remarkably clear and companionable audiobook, leading complex systems scientist Melanie Mitchell provides an intimate tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals. Based on her work at the Santa Fe Institute and drawing on its interdisciplinary strategies, Mitchell brings clarity to the workings of complexity across a broad range of biological, technological, and social phenomena, seeking out the general principles or laws that apply to all of them.
Skillfully narrated, Complexity: A Guided Tour - winner of the 2010 Phi Beta Kappa Book Award in Science - offers a wide-ranging overview of the ideas underlying complex systems science, the current research at the forefront of this field, and the prospects for its contribution to solving some of the most important scientific questions of our time.
©2011 Melanie Mitchell. Produced and published by Echo Point Books & Media, an independent bookseller in Brattleboro, Vermont.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2022 Melanie Mitchell (P)2024 Echo Point Books & Media, LLCListeners also enjoyed...
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- Narrated by: Scott E. Page
- Length: 6 hrs and 4 mins
- Original Recording
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Overall
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Performance
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Story
Recent years have seen the introduction of concepts from the new and exciting field of complexity science that have captivated the attention of economists, sociologists, engineers, businesspeople, and many others. These include tipping points, the wisdom of crowds, six degrees of separation (or Kevin Bacon), and emergence. Complexity science can shed light on why businesses or economies succeed and fail, how epidemics spread and can be stopped, and what causes ecological systems to rebalance themselves after a disaster.
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Good but basic
- By Spencer on 08-24-19
By: Scott E. Page, and others
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Notes on Complexity
- By: Neil Theise
- Narrated by: Kaleo Griffith
- Length: 4 hrs and 42 mins
- Unabridged
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Overall
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Performance
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Story
Nothing in the universe is more complex than life. Throughout the skies, in oceans, and across lands, life is endlessly on the move. In its myriad forms—from cells to human beings, social structures, and ecosystems—life is open-ended, evolving, unpredictable, yet adaptive and self-sustaining. Complexity theory addresses the mysteries that animate science, philosophy, and metaphysics: how this teeming array of existence, from the infinitesimal to the infinite, is in fact a seamless living whole and what our place, as conscious beings, is within it.
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Only the first couple chapters are about complexity
- By washington on 09-21-23
By: Neil Theise
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Artificial Intelligence
- A Guide for Thinking Humans
- By: Melanie Mitchell
- Narrated by: Abby Craden, Melanie Mitchell, Tony Wolf
- Length: 9 hrs and 33 mins
- Unabridged
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Overall
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Performance
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Story
In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent - really - are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.
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Start understanding AI right here!
- By Chad M. on 01-26-20
By: Melanie Mitchell
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The Master Algorithm
- How the Quest for the Ultimate Learning Machine Will Remake Our World
- By: Pedro Domingos
- Narrated by: Mel Foster
- Length: 13 hrs and 3 mins
- Unabridged
-
Overall
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Performance
-
Story
Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.
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Great book, irritating narration
- By N. G. PEPIN on 09-24-15
By: Pedro Domingos
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The Alignment Problem
- Machine Learning and Human Values
- By: Brian Christian
- Narrated by: Brian Christian
- Length: 13 hrs and 33 mins
- Unabridged
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Overall
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Performance
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Story
Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.
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Required reading for any AI course
- By ehan ferguson on 11-16-20
By: Brian Christian
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Complexity
- The Emerging Science at the Edge of Order and Chaos
- By: M. Mitchell Waldrop
- Narrated by: Mikael Naramore
- Length: 17 hrs and 8 mins
- Unabridged
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Overall
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Performance
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Story
In a rarified world of scientific research, a revolution has been brewing. Its activists are not anarchists, but rather Nobel Laureates in physics and economics and pony-tailed graduates, mathematicians, and computer scientists from all over the world. They have formed an iconoclastic think-tank and their radical idea is to create a new science: complexity. They want to know how a primordial soup of simple molecules managed to turn itself into the first living cell--and what the origin of life some four billion years ago can tell us about the process of technological innovation today.
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You won't learn anything you didn't know
- By Dennis E. Alwine on 12-26-20
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Understanding Complexity
- By: Scott E. Page, The Great Courses
- Narrated by: Scott E. Page
- Length: 6 hrs and 4 mins
- Original Recording
-
Overall
-
Performance
-
Story
Recent years have seen the introduction of concepts from the new and exciting field of complexity science that have captivated the attention of economists, sociologists, engineers, businesspeople, and many others. These include tipping points, the wisdom of crowds, six degrees of separation (or Kevin Bacon), and emergence. Complexity science can shed light on why businesses or economies succeed and fail, how epidemics spread and can be stopped, and what causes ecological systems to rebalance themselves after a disaster.
-
-
Good but basic
- By Spencer on 08-24-19
By: Scott E. Page, and others
-
Notes on Complexity
- By: Neil Theise
- Narrated by: Kaleo Griffith
- Length: 4 hrs and 42 mins
- Unabridged
-
Overall
-
Performance
-
Story
Nothing in the universe is more complex than life. Throughout the skies, in oceans, and across lands, life is endlessly on the move. In its myriad forms—from cells to human beings, social structures, and ecosystems—life is open-ended, evolving, unpredictable, yet adaptive and self-sustaining. Complexity theory addresses the mysteries that animate science, philosophy, and metaphysics: how this teeming array of existence, from the infinitesimal to the infinite, is in fact a seamless living whole and what our place, as conscious beings, is within it.
-
-
Only the first couple chapters are about complexity
- By washington on 09-21-23
By: Neil Theise
-
Artificial Intelligence
- A Guide for Thinking Humans
- By: Melanie Mitchell
- Narrated by: Abby Craden, Melanie Mitchell, Tony Wolf
- Length: 9 hrs and 33 mins
- Unabridged
-
Overall
-
Performance
-
Story
In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent - really - are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.
-
-
Start understanding AI right here!
- By Chad M. on 01-26-20
By: Melanie Mitchell
-
The Master Algorithm
- How the Quest for the Ultimate Learning Machine Will Remake Our World
- By: Pedro Domingos
- Narrated by: Mel Foster
- Length: 13 hrs and 3 mins
- Unabridged
-
Overall
-
Performance
-
Story
Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.
-
-
Great book, irritating narration
- By N. G. PEPIN on 09-24-15
By: Pedro Domingos
-
The Alignment Problem
- Machine Learning and Human Values
- By: Brian Christian
- Narrated by: Brian Christian
- Length: 13 hrs and 33 mins
- Unabridged
-
Overall
-
Performance
-
Story
Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.
-
-
Required reading for any AI course
- By ehan ferguson on 11-16-20
By: Brian Christian
-
The Model Thinker
- What You Need to Know to Make Data Work for You
- By: Scott E. Page
- Narrated by: Jamie Renell
- Length: 15 hrs and 45 mins
- Unabridged
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Overall
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Performance
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Story
Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja.
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It does not work on Audible
- By Hamilton Carvalho on 05-14-21
By: Scott E. Page
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Sync
- How Order Emerges from Chaos in the Universe, Nature, and Daily Life
- By: Steven Strogatz
- Narrated by: Kevin T. Collins
- Length: 13 hrs and 58 mins
- Unabridged
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Overall
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Performance
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Story
At once elegant and riveting, Sync tells the story of the dawn of a new science. Steven Strogatz, a leading mathematician in the fields of chaos and complexity theory, explains how enormous systems can synchronize themselves, from the electrons in a superconductor to the pacemaker cells in our hearts. He shows that although these phenomena might seem unrelated on the surface, at a deeper level there is a connection, forged by the unifying power of mathematics.
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Engaging, but maybe better suited for non-audio
- By Ryan on 05-26-12
By: Steven Strogatz
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Thinking in Systems
- A Primer
- By: Donella H. Meadows
- Narrated by: Tia Rider Sorensen
- Length: 6 hrs and 26 mins
- Unabridged
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Overall
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Performance
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Story
In the years following her role as the lead author of the international best seller, Limits to Growth - the first book to show the consequences of unchecked growth on a finite planet - Donella Meadows remained a pioneer of environmental and social analysis until her untimely death in 2001. Thinking in Systems is a concise and crucial book offering insight for problem-solving on scales ranging from the personal to the global. Edited by the Sustainability Institute's Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world....
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Skip to the Middle
- By John Chambers on 06-20-20
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Chaos
- Making a New Science
- By: James Gleick
- Narrated by: Rob Shapiro
- Length: 10 hrs and 53 mins
- Unabridged
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Overall
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Performance
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Story
James Gleick explains the theories behind the fascinating new science called chaos. Alongside relativity and quantum mechanics, it is being hailed as the 20th century's third revolution.
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Best AudioBook on Math/Physics yet
- By Ryanman on 03-02-11
By: James Gleick
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The Web of Life
- A New Scientific Understanding of Living Systems
- By: Fritjof Capra
- Narrated by: Michael Prichard
- Length: 3 hrs and 20 mins
- Abridged
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Overall
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Performance
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Story
For the past 25 years, scientists have challenged conventional views of evolution and have developed revolutionary theories with profound implications. Fritjof Capra has been at the forefront of this revolution and now, in The Web of Life, he offers a brilliant synthesis of these exciting breakthroughs.
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think beyond the details
- By reggie p on 04-13-04
By: Fritjof Capra
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Scale
- The Universal Laws of Growth, Innovation, Sustainability, and the Pace of Life, in Organisms, Cities, Economies, and Companies
- By: Geoffrey West
- Narrated by: Bruce Mann
- Length: 19 hrs and 13 mins
- Unabridged
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Overall
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Performance
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Story
Visionary physicist Geoffrey West is a pioneer in the field of complexity science, the science of emergent systems and networks. The term complexity can be misleading, however, because what makes West's discoveries so beautiful is that he has found an underlying simplicity that unites the seemingly complex and diverse phenomena of living systems, including our bodies, our cities, and our businesses.
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Not for a scientific reader
- By UUbu on 10-30-17
By: Geoffrey West
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Making Sense of Chaos
- A Better Economics for a Better World
- By: J. Doyne Farmer
- Narrated by: J. Doyne Farmer
- Length: 9 hrs and 38 mins
- Unabridged
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Overall
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Performance
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Story
Many books have been written about J. Doyne Farmer and his work, but this is the first in his own words. It presents a manifesto for how to do economics better. In this tale of science and ideas, Farmer fuses his profound knowledge and expertise with stories from his life to explain how we can bring a scientific revolution to bear on the economic conundrums facing society.
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A Very Important Book and a Great Story of Perseverence
- By Amazon Customer on 02-20-25
By: J. Doyne Farmer
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The Future Is Faster Than You Think
- How Converging Technologies Are Disrupting Business, Industries, and Our Lives
- By: Peter H. Diamandis, Steven Kotler
- Narrated by: Peter H. Diamandis
- Length: 9 hrs and 53 mins
- Unabridged
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Overall
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Performance
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Story
In their book Abundance, best-selling authors and futurists Peter Diamandis and Steven Kotler tackled grand global challenges, such as poverty, hunger, and energy. Then, in Bold, they chronicled the use of exponential technologies that allowed the emergence of powerful new entrepreneurs. Now the best-selling authors are back with The Future Is Faster Than You Think, a blueprint for how our world will change in response to the next 10 years of rapid technological disruption.
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Totally Mixed on This One
- By D. Sooley on 02-03-20
By: Peter H. Diamandis, and others
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What Is Life?
- With Mind and Matter and Autobiographical Sketches
- By: Erwin Schrödinger, Roger Penrose - foreword
- Narrated by: Bob Souer
- Length: 6 hrs and 8 mins
- Unabridged
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Overall
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Performance
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Story
Nobel laureate Erwin Schrödinger's What is Life? is one of the great science classics of the 20th century. A distinguished physicist's exploration of the question which lies at the heart of biology, it was written for the layman but proved one of the spurs to the birth of molecular biology and the subsequent discovery of the structure of DNA. It appears here together with "Mind and Matter", his essay investigating a relationship which has eluded and puzzled philosophers since the earliest times.
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An extraordinary look at life by a Physicist
- By Philomath on 01-25-19
By: Erwin Schrödinger, and others
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The Scout Mindset
- Why Some People See Things Clearly and Others Don't
- By: Julia Galef
- Narrated by: Julia Galef
- Length: 6 hrs and 26 mins
- Unabridged
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Overall
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Performance
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Story
When it comes to what we believe, humans see what they want to see. In other words, we have what Julia Galef calls a "soldier" mindset. From tribalism and wishful thinking, to rationalizing in our personal lives and everything in between, we are driven to defend the ideas we most want to believe - and shoot down those we don't.
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An Excellent Book,
- By E&J on 04-16-21
By: Julia Galef
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The Extended Mind
- The Power of Thinking Outside the Brain
- By: Annie Murphy Paul
- Narrated by: Annie Murphy Paul
- Length: 11 hrs and 25 mins
- Unabridged
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Overall
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Performance
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Story
Use your head. That’s what we tell ourselves when facing a tricky problem or a difficult project. But a growing body of research indicates that we’ve got it exactly backwards. What we need to do, says acclaimed science writer Annie Murphy Paul, is think outside the brain. A host of “extra-neural” resources—the feelings and movements of our bodies, the physical spaces in which we learn and work, and the minds of those around us— can help us focus more intently, comprehend more deeply, and create more imaginatively.
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Must Read for Artists, Designers, Strategists
- By Cassie Phillips on 05-28-22
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I Am a Strange Loop
- By: Douglas R. Hofstadter
- Narrated by: Greg Baglia
- Length: 16 hrs and 47 mins
- Unabridged
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Overall
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Performance
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Story
One of our greatest philosophers and scientists of the mind asks where the self comes from - and how our selves can exist in the minds of others. I Am a Strange Loop argues that the key to understanding selves and consciousness is the "strange loop" - a special kind of abstract feedback loop inhabiting our brains. The most central and complex symbol in your brain is the one called "I". The "I" is the nexus in our brain, one of many symbols seeming to have free will and to have gained the paradoxical ability to push particles around, rather than the reverse.
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The Self That Wasn't There
- By SelfishWizard on 01-09-19