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Emergence: The Connected Lives of Ants, Brains, Cities and Software

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Alternate cover for ISBN 0684868768

An individual ant, like an individual neuron, is just about as dumb as can be. Connect enough of them together properly, though, and you get spontaneous intelligence. Web pundit Steven Johnson explains what we know about this phenomenon with a rare lucidity in Emergence: The Connected Lives of Ants, Brains, Cities, and Software. Starting with the weird behavior of the semi-colonial organisms we call slime molds, Johnson details the development of increasingly complex and familiar behavior among simple components: cells, insects, and software developers all find their place in greater schemes.

Most game players, alas, live on something close to day-trader time, at least when they're in the middle of a game--thinking more about their next move than their next meal, and usually blissfully oblivious to the ten- or twenty-year trajectory of software development. No one wants to play with a toy that's going to be fun after a few decades of tinkering--the toys have to be engaging now, or kids will find other toys.

Johnson has a knack for explaining complicated and counterintuitive ideas cleverly without stealing the scene. Though we're far from fully understanding how complex behavior manifests from simple units and rules, our awareness that such emergence is possible is guiding research across disciplines. Readers unfamiliar with the sciences of complexity will find Emergence an excellent starting point, while those who were chaotic before it was cool will appreciate its updates and wider scope. --Rob Lightner

288 pages, Paperback

First published August 28, 2001

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About the author

Steven Johnson

114books1,930followers
Steven Johnson is the bestselling author of twelve books, including Enemy of All Mankind, Farsighted, Wonderland, How We Got to Now, Where Good Ideas Come From, The Invention of Air, The Ghost Map, and Everything Bad Is Good for You.
He's the host of the podcast American Innovations, and the host and co-creator of the PBS and BBC series How We Got to Now. Johnson lives in Marin County, California, and Brooklyn, New York, with his wife and three sons.

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Displaying 1 - 30 of 284 reviews
Profile Image for carol. .
1,730 reviews9,669 followers
Want to read
April 26, 2013
Every now and then I start reading and realize "this book is going to change how I think."

Its a little bit scary and a lot of bit exciting.

While I know--I know--I picked this up because I thought it was about disease, Emergence has proved far more interesting and satisfying than I could hope. Emergence's premise is about networks and 'organized' behavior that develops from a lower-level to a more sophisticated one. In one sense, this is a very real snapshot of the history of thinking/science captured in a book, no less pertinent for its publication date. We have been coming out of the ages of hierarchy and webs from how we explain and understand the universe, from biology to political systems. Now there is a new type of explanation. From looking at how disorganized individuals spring up into a larger, organized whole, he explains slime mold, ants selecting new colony sites, video games, and grassroots political revolutions.

He is one of those rare science writers that sees across disciplines and speaks intelligibly about all of them.
Profile Image for Chrissy.
445 reviews93 followers
February 1, 2012
In my mind I've split this book into two halves: the half that is severely fascinating, opening doors for me to think about emergence on new scales and inspiring me to contemplate how I could build a model of memory with the principle at its core-- memory as a decentralized, locally interconnected, self-organizing network of instances. I could do that. And I owe the complete absorption of my thoughts with the idea to Johnson and his fascinating first few chapters.
The other half of the book is a reiteration of clever metaphors the author uses so persistently that they cease to be clever, a lacklustre tour of the tech industry in the early 2000's (filled with the embarrassing techno-web-whatever buzzwords that permeated the scene at the time), and a set of altogether too optimistic predictions for the internet, media, and emergence "by 2005".


The four star rating is for that first half of the book, which I will pretend is the entire book.

Johnson explores the phenomenon of emergence on scales as diverse as ant colonies, cities over centuries, the internet, news and media corporations, media consumption trends and communities, video games, and of course, the brain.

The fifth star for the half of this book that I am treating as the imaginary whole was forfeited to bad, sloppy, lazy neuroscience. Infinitely more could have been done in this section, and done better, if the reader is to accept the proposition that the human brain is an example of emergence. Johnson flirts with Hofstadter-esque notions of consciousness, again sloppily, without ever getting up the balls to propose them outright. And then he just finishes and moves on.

The single most interesting application of the idea of emergence: that for all our sense of a unified self controlling our thoughts and actions, we are little more than a colony of neurons connected on very local scales...... to which he devotes maybe 10 pages before talking for an entire chapter about Will Wright and the Sims games.

The cognitivist core of my heart is sad and disappointed. But excited nevertheless. ONWARDS, TO MORE BOOKS ABOUT EMERGENCE!
Profile Image for Aaron.
29 reviews3 followers
November 7, 2008
I enjoyed this book and then I didn’t. Emergence starts out as a field guide to the idea of emergence and how it crosses all kinds of disciplines. This is the best part. But the bulk of the book, written in Wired Magazine-style gee-whiz-techster prose, is devoted to computer programming and the author going on and on about what he thinks is and isn’t emergence. Tedious.

Also, if any book could benefit from a thorough soaking in Austrian economics, this is it. Hayekian notions of dispersed information, decentralized order, and relatively simple decisions by individuals (about prices of goods for example) giving rise to macro structures (like the flow of goods in and out of a city, regulated by no one) are emergent mechanisms! Johnson has little interest in econ, tho, beyond a few silly digs at libertarians and the favorable quoting of Naomi Klein. Sigh. Anything to keep one’s progressive bona fides intact, I guess. It’s too bad, because Johnson, something of a technocrat, keeps trying to shoehorn emergent orders into the central planner’s toolbox. I think he missed the point.
Profile Image for Jamie Smith.
518 reviews108 followers
March 1, 2023
Some of the ideas in this book can lead you so far down the rabbit hole you might not be able to return � at least, not return as the same person you were when you went in. On some level we can grasp the astonishing order-out-of-chaos phenomenon that is an ant hill or a termite mound. We can make the intellectual leap to cities and political movements organizing themselves from the bottom up. But can we see ourselves, our conscious minds, as little more than localized, semi-autonomous systems that just happened to come together temporarily to create the mysterious, and perhaps illusory, “I am�? It is like saying, “I get that electricity and magnetism are just two sides of the same thing; I can accept that matter and energy are likewise; but space and time are just different manifestations of relativistic reality? Whoa, I need to think about that one.�

So, crawl down that rabbit hole, say hello to Alice and the gang, and learn why the Cheshire Cat smiles.

There is a fractal-like self-symmetry as we move up the levels of abstraction from slime molds to beehives to human beings to collections of humans called cities to � well, who knows? Even if we cannot grasp the philosophical implications of self-organizing behavior, we can use them to our benefit, but when we insert ourselves into the process we end up with worse outcomes. A good example is cities: left to themselves they could self-organize into optimal configurations, but we never allow that to happen. Instead, prejudice and self-interest warp development, suboptimizing the end result.

One of the most interesting parts of the book for me was Friedrich Engels� observations about the city of Manchester. He saw how, without any top-down planning, it had self-sorted itself into multiple districts, for tradesmen, banking, government, and residential (rich and poor). He and Marx viewed this through the prism of end-stage capitalism oppressing the workers, who would soon rise up to overthrow their masters and bring forth the next stage of human development, socialism. Marx and Engels were constrained by their world view, and could only see human development in terms of the (to them) inevitable progression of mankind from slavery through feudalism, capitalism, socialism, and finally, the “from each according to his ability, to each according to his needs� workers� paradise of communism. Modern readers are not limited to Marx’s pseudo-scientific historical imperatives, and can see the world as he could not. What if all those stages of human development were just different manifestations of blind self-organization, each stage optimized for its time and technology? How different would history have been if Marx had been able to see them as necessary, transitory, and with absolutely no pre-ordained teleological end state?

Once you accept the notion of self-organization you start to see it everywhere, and wonder how those systems work and what they are evolving into. You also start to think about the external forces acting on them and whether, in attempting to make things better, they are just making a mess of everything.

All of this is packed into the first half of the book, which is good, because the second half is not very good. It was like the author had one great idea to get out, but it wasn’t enough to fill a book, so his agent told him to keep writing. The rest of the book reads like a collection of short articles on early twenty-first century technology trends and predictions, most of which have not aged well.

So, Emergence is worth reading, at least the first half. It presents a powerful idea in a non-technical manner, and helps the reader understand some of the complex systems that run the world.
Profile Image for Orton Family Foundation.
8 reviews12 followers
August 7, 2009
Some would call me indecisive, fickle, foolish, or a good candidate for Ritalin, given my tendency to engage in many disciplines at once. Even now, with a masters degree in environmental science, I am plotting an eventual return to school for an MFA, or MBA, or MEd, or perhaps just some PhDs. I prefer to think of myself as a generalist, however, in the great tradition of cockroaches, crabgrass, Leonardo DaVinci and Jesse "The Body" Ventura. Indeed, I love finding connections between elements as seemingly unrelated as spineless arthropods and politicians (though perhaps that’s not the best example), and in turn to connect those connections with important issues and strategies for change.

Given my penchant for unusual logic, it was a no-brainer to revisit Steven Johnson’s Emergence: the connected lives of ants, brains, cities and software, published by Scribner Press in 2001. These organisms and objects do indeed have connected lives and relate as well to planning, community development, and citizen participation. The main connection, as the title suggests, is the concept of emergence, which Johnson defines as "what happens when you have a system of relatively simple-minded component parts—often there are thousands or millions of them—and they interact in relatively simple ways. And yet somehow out of all this interaction some higher level structure or intelligence appears, usually without any master planner calling the shots."

Ants create colonies that thrive by taking on specialized tasks, though there is no top-down control or even pre-programmed genetic instruction on how to do so. The Internet has grown to include millions of independent sites and connections without any grand plan for development and management. Slime mold cells aimlessly slither across the forest floor until they all suddenly, inexplicably join together and form one superorganism. The millions, perhaps billions of species on earth continue to evolve and specialize—one generation, one organism, one cell, or even one protein at a time. The phenomenon of emergence is as old as the universe itself and as young as each new website, instance of mitosis, or human decision. As much as humans like to hold themselves above the laws of physics and nature, urban development and other sophisticated endeavors are a matter of emergence as well. “While actual cities are heavily shaped by top-down forces, such as zoning laws and planning commissions,� Johnson writes, “scholars have long recognized that bottom-up forces play a critical role in city formation, creating distinct neighborhoods and other unplanned demographic clusters� Like any emergent system, a city is a pattern in time.�

In a sense, this theory bodes poorly for the planning field; we’ve worried for years that human skills and interactions may become obsolete with a rise in digital technology and robotics, but perhaps we will instead be replaced by a simple and ancient concept. If cities will self-construct, evolve, learn, and replicate without any help from master plans, government officials, zoning regulations and licensed planners (the horror!), then what good are visioning documents, charrettes, ballot initiatives, and public meetings? Resistance is futile, according to the wisdom of emergence and Star Trek, but could our tinkering go so far as to harm the development of communities we care so much about?

It is indeed unlikely that we can excuse ourselves from a phenomenon shaping the universe and everything in it. We can use emergence to our advantage, however, if we act a little less like planners and more like 19th Century Augustinian monks. Gregor Mendel spent hours examining pea plants in his garden and eventually came to realize that we are all products of natural selection. Rather than attempting to subvert the process, Mendel (and generations to follow) instead adopted it and adjusted it to further their own purposes. Artificial selection first gave us sheep with extra wool, then hardy varieties of corn and wheat, and now fruit programmed to ripen and blush in coordination with shipping schedules.

Johnson does not go into great depth on applications of emergence or the scientific and technical details behind it, but with a little creativity and commitment to systems thinking, we could begin to develop “artifical emergence� for the planning and citizen participation fields as web and software developers have done. Johnson says at the close of the book, “understanding emergence has always been about giving up control, letting the system govern itself as much as possible, letting it learn from the footprints.� If we can draw connections between the eBay community and our home towns, for example, we might develop a “community feedback� system to mirror the online “user feedback� system, which nearly-effortlessly improves the quality and consistency of eBay. If we can learn to see the similarities between ants and humans, we might find a way for cities to run and operate without the bureaucracy and top-down controls that dominate planning and management today. If we can stomach the idea that we are linked to slime mold, we might all learn to come together as well as the primitive cells that emerge as one from underneath our feet.

Read more reviews by the Orton Family Foundation in our Scenarios e-journal at

-Rebecca Sanborn Stone
Profile Image for Henry.
15 reviews3 followers
January 9, 2008
More stuff emerges from the cloud of gas
Sometimes the cloud turns into an insect
Sometimes the insects turn into brains
Sometimes the brains go to French raves
Profile Image for J.D. Steens.
Author3 books29 followers
February 28, 2020
The inside flap of the book cover summarizes the book well: "Emergence is what happens when an interconnected system of relatively simple elements self-organizes to form more intelligent, more adaptive higher-level behavior. It's a bottom-up model; rather than being engineered by a general or a master planner, emergence begins at the ground level." Johnson's book identifies this phenomenon as the principle of emergence. It operates like Adam Smith's invisible hand or, otherwise, like some sort of life field theory -- local plus local, etc. produces an intelligent (works for everyone), global result.

Johnson opens his book with a description of ant colonies that express this principle: "We see emergent behavior in systems like ant colonies when the individual agents in the system pay attention to their immediate neighbors rather than wait for orders from above. They think locally and act locally, but their collective action produces global behavior." The principle applies to human evolution. We are the products of individual cells whose self-interest it was to fuse into the collectivity of the human body. Johnson acknowledges those who might question the bottoms-up argument when it comes to our evolution. Some might argue he says that we are merely following the dictates of our DNA, which is "the ultimate in centralization." "But," he responds, "cells do more than just follow the dictates of DNA. They also learn from their neighbors. And, without that local interaction, the master plan of our genetic code would be utterly useless." Moving forward a few million years, the same principle is at work organizing human affairs. At the apex of this bottoms-up emergence principle is the internet. Everybody does their own thing and somehow organically it all works out, even though there's no world-czar running the show.


Johnson wants to convey a somewhat mystical self-organizing property, like crystal formation, just taking off and taking over. But, slipped in throughout the book and in all of Johnson's examples are words like "create," "designed," "the goal," etc. In the examples he uses there is always a "creator," a something at the top, at whatever scale, that sets the tone for what follows. These are structures where parts are governed by the whole. For ant colonies, it's true, there is no ant czar. But there is a mutation-natural selection principle at work that imposes an overall design to ensure that there's adaptation and, hence, survival. Ditto for DNA's role in human evolution. Johnson casts aside DNA's "tyranny" because our cells obviously came together to form bodies. But what was it exactly that allowed such cooperation? The capacity, or necessity, for cooperation developed via mutation and natural selection because it provided survival benefit and this "principle of cooperation" got embedded in the DNA.

For humans, it might be best to look at these self-organizing occurrences through their different levels or scales of operation, with each being driven by goal-driven processes that benefit each level of organization. Individuals pursue their self-interest, just as Adam Smith highlighted and overall patterns have emerged as a result. This is Johnson's argument, to be sure, but that's not to say that top-down processes are not also working to regulate such "invisible hand" phenomena. Market economies as well as socialist economies have significant top-down, hierarchical "design" principles that guide or mold local emergence. It is the same with the internet. While local groups and people do their thing but, the table is also set by designers and decision-makers who also have their own top-down agendas. Johnson's emphasis is (exclusively?) on the bottoms-up part, as if the top-down governing structures are not, really, applicable. Also, there is ample room for variability - degrees - where locals have more freedom or where overarching structures pretty much dominate what happens below.

The overall patterns that emerge provide, Johnson implies thought the notion of "self-organization," benefits for the whole. In other words, what emerges is good. Sometimes yes, sometimes no. The results of locals doing their thing reflect who people are. That's what is happening with the internet. It's no different at the top level where internet executives run their respective systems for their own benefit - making money - by algorithms that manipulate local users. The wholes are an extension of what lies below and that may be good or not so good.

Johnson's "emergence" focus is on self-organizing systems. He does not discuss another form of emergence that I was looking for when I picked up this book. This is the rise of new phenomena that, causally, could not have occurred prior to certain other conditions. In turn, these themselves could not have occurred without prior conditions, etc. Events that are the products of what occurred before could never have been predicted. They could only be seen retrospectively. For example, the formation of life on Earth, perhaps unique in the cosmos because the conditions for life formation were just right (Earth's position relative to the sun and Jupiter), allowed life to emerge. As another example, humans probably could not have emerged without the extinction of the dinosaurs by the meteor strike in the Yucatan Peninsula 70 million years ago. That strike cleaned the slate so to say, allowing for the rise of the mammals. Now that kind of stuff is "emergence."
Profile Image for B. Rule.
913 reviews55 followers
December 3, 2018
Johnson selects really interesting topics for his books. Both this and his book on neuroscience, "Mind Wide Open", are about fundamentally important and fascinating subjects with far-reaching implications. However, in both cases, the finished product remains somewhat dissatisfying.

This volume starts with a lot of promise, as Johnson describes the results of emergence in various contexts, like ant colonies, slime mold aggregation, the organic growth of cities, SimCity, and neuroscience. I got excited because I expected this was a prelude to a formal description of emergence or at least a sketch of how emergence generally operates. I remained largely disappointed. Johnson tosses off a few high-level signifiers of emergence (simple behaviors enhanced by local feedback, positive feedback loops, complexity, random encounters, pattern detection, etc.), but he does little work to tease out a detailed anatomy of emergence. His examples are all interesting but the explanation often consists of "that's a complex system without a pacemaker but order emerges; how about that!". He's providing descriptions, not explanations, and not very detailed ones at that.

The book grows progressively worse as it goes along, with the feedback loop of Johnson's breezy anecdotalism magnified into an increasingly frustrating pile-on of examples gleaned from whichever scientist would talk to him about their projects, or whichever books he's read recently. We get little snippets on mirror neurons, on the development of theory of mind in children (apparently happens between 3 and 4 years of age), and on the spat between Jane Jacobs and Lewis Mumford on the theories set forth in her "The Death and Life of Great American Cities". Most of this stuff is interesting but not insightful. I began to despair as it became apparent that no deep theory of emergence would emerge from Johnson's account.

I do have to give credit to this book for arousing my curiosity. It was fun to think about emergence and how disparate systems produce order from chaos. Trying to catalog the similarities behind emergent systems is a useful exercise while reading through the case studies here, even if Johnson won't do the heavy lifting for you. It's also funny to read this 20 years later, as many of Johnson's prognostications on the future of the internet are laughable, but many are actually quite spot-on in terms of algorithmic learning, the fragmentation of news and advertising feeds, and the curating of individual online experiences through feedback loops generated by massive datasets of aggregate choices. Johnson saw something coming, even if he couldn't know the details.
Profile Image for Anbu.
11 reviews
May 16, 2016
Once in a while i come across books that challenge you to think differently and connect the dots between seemingly unrelated subjects. This book is one among them. I like the way how ants, slime mold, cities and distributed software are related. I like the idea of how simple systems by following simple rules can become complex organized systems. It gives a good idea about how feedback loops will change or already changing the software industry and AI.
One minor setback on the book is some stories are really long - the chapter about cities and sidewalk.
Profile Image for Ade Bailey.
298 reviews204 followers
April 25, 2008
See my brief review of "Complexity: the emerging science at the edge of order and chaos". This book began to flesh out for me the fascinating area of emergence as a phenomenon. This shows how individual items (e.g. ants) combine to make a super-organism that 'has a mind of its own', and how in our human lives such a thing as a city emerges as the product less of planning than of dynamic interaction. Recommended as a fertile introduction to complexity theory and emergence.
Profile Image for Julie.
Author40 books30 followers
June 22, 2023
The first portion of the book is really interesting and well worth reading. Those who have more of a memory for the history of the internet and computing may get more from the latter portions.

I shouldn't penalize a book for being outdated, but because the majority of the internet and gaming talk, which takes up a good portion of the book, is twenty years old and very specific, it's very hard to connect it to our current reality. I have zero idea if it was accurate in 2001. I'm sure it's not accurate now.

16 reviews
May 16, 2024
The beauty of journalists covering complex topics, especially one that cuts through several scientific fields and interconnects our world, is that they can generate niche-interest for broader audiences!
However, I made from two major conclusions after having read multiple books in this genre:

1. The last few chapters of non-fiction books are written mainly to increase the word-count and reach the minimum requirement to publish with a publisher.
In this book’s last 50 pages, Johnson switched from providing and reporting on invaluable insights to making casual armchair commentary on what the future for this tech would look like. Something that I, as a software engineer, could easily scoff at. (The book is 20 years old, so even a 10yo could do that today)

2. If I want to pick up a topic that I already have some interest in diving deeper, I’ll find books published by subject-matter experts. Even better if they are peer-reviewed scientific publications, or at least non-commercial/self-publishing pieces.

All in all, this book was 3.5/5 since I did learn quite a lot of cool things about fields I otherwise would overlook!
Profile Image for Kristoffer.
67 reviews2 followers
November 10, 2021
Not bad for a pop science ideas book but a bit dated. I would look for something more recent on complexity and emergence, much must have happened in the twenty years since this was published.
Profile Image for Elizabeth.
96 reviews3 followers
February 14, 2025
This book is truly fascinating. Well, at least the first half is. It presents emergence, the idea that individuals or simple systems can create complex networks from the bottom up (e.g. ant colonies, cities, the internet). The first half really gets you thinking and provides detailed examples of emergence. The second half, however, spirals into dated examples and predictions related to technology and AI. I still think it’s worth checking out.
Profile Image for Michael.
47 reviews
September 6, 2015
Mainstream media meets complex adaptive systems in this book. The publishing industry continues to fuel the growth of popular science with titles like Emergence. I'm all for the growth of science titles, but the price comes at the increase in the number of watered-down, easy-to-digest material you'll find in bookstores. With the explosion in books written on the topic of complex adaptive systems, I found it difficult to choose a single book in the category. With little restraint, I dove in.

Emergence is a light, easy read devoted to describing systems that demonstrate adaptive behavior. The author sends significant time on contemporary systems such as the news media, the worldwide web, and large urban areas. On more than one occasion, the author appears to be reaching to make a conclusion. It's difficult to say whether he hadn't done the research or wanted the reader to draw his/her own conclusion.

Nonetheless, Steven Johnson paints an abstract picture of systems that demonstrate a larger, collective set of smarts. Like most abstract art, some people will be inspired and others won't. I found the writing and subject matter interesting enough to keep my curiosity fueled to pick up another book on complex systems. If you approach Emergence with a mind-set of getting more art than science, you're less likely to be let down.
Profile Image for Dan Pfeiffer.
139 reviews8 followers
March 18, 2015
Published in 2001 but still holds up well today in its discussion of the subject of emergence and self organization. It briefly touches on the possibilities of emergent patterns brought to bear on an expended layer of networked items such as appliances and their learned ability to "read minds" which results in some event or action to be taken. An idea more recently discussed the book, "Enchanted Objects." Sensor-driven networked objects will require self organizing system constructive abilities to make sense of multitude of prescient or useless data they receive. We still have yet to see where this transformative technology will lead the us but the Pandora's box is already open. Just look at Fitbit.

Of particular note is the Notes and Bibliography sections of the book which are very well documented and provide the reader with a multitude of background material for further investigation.
Profile Image for Tammie Painter.
Author53 books118 followers
July 19, 2019
I normally love watching Steven Johnson thread his way through a set of topics and knit them together to show how they're all connected, but for me this book just ended up feeling like a bunch of knots.

The book starts out well with a look at any colonies running smoothly without any master control and he sort of uses that as an example for how our brains and cities work, but the argument seemed slim. About midway through the book he starts wandering off on several other tangents that don't feel any way connected to the main topic or that have a "grasping at straws" feel to them. I'm not sure if the book would have worked any better had he focused more on the topics in the subtitle, but it simply didn't make for enjoyable or interesting reading.

I highly recommend most Steven Johnson books, but I'd give this one a pass if you're just trying his writing out for the first or second time.
Profile Image for Steve Diamond.
7 reviews5 followers
March 3, 2012
The first couple of chapters were well written and gave an interesting historical account of the antecedents of complexity theory. But when Johnson begins to cover more current research (and remember, this was published in 2001), the writing bogs down, becoming very repetitive and often pedestrian. By the time he gets to speculating about the future, near the end, it's not really worth reading. Except for some ungrounded flights of fancy, it doesn't get much beyond envisioning sites like ŷ, only for music and videos.
1 review
September 13, 2014
I really liked this book but I have to take off one star because I was left wanting.

The author uses a number of examples that are interesting, but he does not expand enough (for me) on the theories of complexity and emergence. It's more of a light, but interesting, read than a truly informative book for someone who wants to learn more about complexity theory and emergent properties of systems.

I'm not suggesting it should have been a complexity theory textbook, but a little more description of the theories would have been nice.
281 reviews2 followers
February 2, 2018
The book tells a fascinating story of how systems emerge. Johnson presents a wide range of situations where complicated actions develop with no developer or planner leading the process. There are rules which form the basis of the productions. For example birds flying together with intricate moves do not have a leader. Johnson brings clarity to the emergence, although mysteries abound, with examples in our own brains and in our computers. He has a light and friendly touch as he evolves this tale.
Profile Image for Paul Barnes.
74 reviews3 followers
January 23, 2018
One of my all-time favourite books. The first, but similar to Matt Ridley's "The Rational Optimist" and Tim Harford's "Adapt", all of which have made clear to me the role of order emerging in a bottom-up, unplanned way. Great humility when I made my living at the time in corporate planning.

Johnson, like Malcolm Gladwell,, Michael Lewis and Tim Harford is an expert at weaving knowledge into a great story, which really helps to make it stick.
Profile Image for Jim.
77 reviews279 followers
August 5, 2010
I gave this book to my lab members shortly after it came out. A fascinating synthesis of ideas and examples that lead to a very powerful conclusion: highly complex phenomena can emerge from simple rules executed by multiple elements. A great read, and rich with implications for our lives and our world.
Profile Image for ܴDzɯɐ .
339 reviews
August 31, 2015
I liked the book alot... but somehow I guess I was hoping for more than quick overviews of related topics and was looking for more in-depth details. Lots of good quotes though, and he mentioned many other books which have also now been added to my "to-read" shelf.
Profile Image for Nathanimal.
192 reviews132 followers
July 31, 2009
He presses his finger to his temple, and raises a Spockish eyebrow: 'Hmmmm. Fascinating.'
Profile Image for Josh O'Berski.
47 reviews6 followers
January 29, 2014
The universe is a little like your brain which somewhat like a city which is kind of like ants which are a bit like slime mold which is not as insulting as it sounds.
Profile Image for Andrea.
Author8 books206 followers
June 4, 2015
Nabeel Hamdi in his book on development constantly refers to the idea of emergence, which he draws from this book by Steven Johnson. Another bit of pop science applied to the world and I wasn't too sure I wanted to read it. Somehow I was convinced by its shortness, and the blurb from J.G. Ballard - 'Exhilarating'.

This is a bit Ballardian. Though it has no car crashes, sharp angles or sex symbol references.

In August 2000, Toshiyuki Nakagaki announced he had trained slime mould to travel the fastest route through a maze. Pretty amazing.

More amazing was that it turns out slime mould does not have a few cells that order all the rest around as had previously been assumed, but that given the right conditions, its components--often happily trawling about on their own doing what they do--each put out a call to join together and take advantage of opportunity and thus collectively do what they could not on their own. If you can use such human words to describe a very different process.

Which you probably shouldn't. Just as you probably shouldn't use that process as more than a broad metaphor to think about how things other than slime mould work, especially things as complicated as human beings.

So when this books was very broad I found it thought-provoking, and the narrower it got the higher my frustration.

I did like the breadth of what it drew on, going from slime mould to ants to Engels writing about Manchester - and I liked that it provoked me to think something slightly new about this classic with a quote I hadn't noted:
I have never elsewhere seen a concealment of such fine sensibility of everything that might offend the eyes and nerves of the middle classes. And yet it is precisely Manchester that has been built less according to a plan and less within the limitations of official regulations--and indeed more through accident--than any other town. Still...I cannot help feeling that the liberal industrialists, the Manchester "bigwigs," are not altogether innocent of this bashful style of building. (37)

But Engels went on with Marx to look at some of the things structuring this apparent accident, principally capitalism and the exploitative hierarchies it creates. How some of this emergent behaviour interlocks with these structures is what is actually what I find most interesting, and discussing 'emergence' as though this emerging takes place on a blank canvas rather than into a world of structural inequality and oppression which act to shape it is deeply problematic. I would like a dialectical understanding of such things, how horizontal emergence articulates with structure. Maybe changes it for the better.

This book doesn't do that.

The fact that it doesn't do that makes it possible for Johnson to note hopefully that Al Gore is a fan of complexity theory! And in the same paragraph to describe corporate mantras of bottom-up intelligence and also the organising of the radical antiglobalization movement protest movement. Isn't it all fascinating.

The science stuff is fun though, like the fact that ant colonies follow a lifecycle over 15 years (well, Arizona carpenter ants do -- and I know those large bastards well with their amazing foraging lines that change every night, stripping a new plant of everything and leaving others alone). This, despite the fact no ant lives more than a year, thus the puzzle of:
The persistence of the whole over time--the global behaviour that outlasts any of its component parts--is one of the defining characteristics of complex systems. Generations of ants come and go, and yet the colony itself matures, grows more stable, more organized. (82)

This reminded me of the corruption and violence of the Yorkshire police in the Red Riding trilogy. But we are not ants. I like the fact that the Sim city game failed when the people were made too smart, instead they had to be dumbed down, fixated on one thing. Like ants.

Sim city may play with a form of emergence, but it is still limited by programming and the extent of its programmers imaginations of what cities are.
For most people, the sight of their first digital town sprouting upscale neighborhoods and chronically depressed slums is downright eerie, as though the hard math of the digital computer had somehow generated a life-form (88).

That was slightly infuriating, but I was raging as he continued in that vein:
Neighborhoods are themselves polycentric structures, born of thousands of local intersections, shapes forming within the city's larger shape. Like Gordon's ant colonies, or the cells of a developing embryo, neighborhoods are patterns in time. No one wills them into existence single-handedly; they emerge by a kind of tacit consensus : the artists go here, the investment bankers here, Mexican-Americans here, gays and lesbians here. The great preponderance of city dwellers live by these laws, without any legal authority mandating that compliance (91).

I did my PhD on this shit, and the multitude of books that tear this thinking into pieces are easily found in the case of the U.S. How dare he ignore years of racial covenants, and discrimination of all kinds, the immense amount of and people of where at least they can feel safe.

Laws mandated compliance with racial segregation until 1953 in the US, the planning profession's obsession with homogeneity and separation of land-use has been policy for a hundred years, and unofficial policies and blatant discrimination still exist. We cannot forget the legacy of violence and issues with race and definitions of 'American' as white and etc. resulting from the conquest of the US and slavery that are even now being fought out in Ferguson and Baltimore and cities all over the country.

There is a lot more wrong with this idea, but in a nutshell: patterns do naturally emerge, but American cities at least do not reflect any such 'natural' patterns arrived at through tacit consensus. The idea would be laughable if it did not write off and deeply insult centuries of struggle by people of colour, poor people, lbgtqi communities to live where they choose with some level of dignity. That still hasn't been won.

This is why I hate using an idea emerging from slime mould, and other such biological marvels, to say 'this is how cities work.' To explain what is created by human beings. It simplifies and ignores what doesn't fit. Sadly our cities, our slums, our uprisings are all things we have actively created and fought over.

When do I like playing with an idea such as emergence? When it does not seek to explain, but rather shifts our frame, maybe makes us see things in a different way. Notice what we hadn't before. When metaphor opens up insight.
There are manifest purposes to a city...But cities have a latent purpose as well: to function as information storage and retrieval devices. Cities were creating user-friendly interfaces thousands of years before anyone even dreamed of digital computers. Cities bring minds together and put them into coherent slots. Cobblers gather near other cobblers...Ideas and goods flow readily within these clusters, leading to productive cross-pollination...The power unleashed by this data storage is evident in the earliest large-scale human settlements (108)

Again, still a bit problematic in its simplifications, but the idea of the city as a giant centre of information storage and retrieval is quite cool, fun to play with and think about.

I also liked the recognition that in studying communications and discourse these days, 'We need a third term beyond medium and message' (161). We need something that gets at how we are filtering things, accessing them. The web really has opened things wide up, but how are people being channeled, how do they figure out where to look and what is worth looking at?

Near the end Johnson gets to the question of what this can do for politics. Same issues as raised by what this can do for cities -- things aren't just emerging onto a level playing field so how emergence deals with existing structures of domination is the real question. That what makes its embrace by the right-wing who are anti-big-government in everything but the monopoly of force, and by the radical left so different.
In fact, the needs of most progressive movements are uniquely suited to adaptive, self-organizing systems: both have a keen ear for collective wisdom; both are naturally hostile to excessive concentrations of power; and both are friendly to change. For any movement that aims to be truly global in scope, making it almost impossible to rely on centralized power, adaptive self-organization may well be the only road available. (224)

Possibly true, but the capacity of capitalism to co-opt so much demands of us much more of a stretch in our thinking about how this actually can create a positive change in the world that goes to scale.
Profile Image for Paul Duplantis.
31 reviews
April 11, 2018
From a book I am working on titled Elevating the Human Connection where I dedicate a section to this book (not a final draft).................

Emergent Connections
In Steven Johnson’s book titled Emergence, Mr. Johnson uses the decentralized command structure of ant colonies to demonstrate his point on the value of emergent systems, detailing how ant colonies never receive instructions from the queen ant but rely entirely on each other through the sharing of chemical pheromones left by each ant. Chemical breadcrumbs signaling threats and best opportunities to thwart invasions, store food, dispose of refuse, and find burial sites of other ants that best serve the community of ants. A collection of individuals working together to best serve the whole.

Of course the human species is wildly more complicated than a colony of ants but the point is to look at the human connection through technology as an emergent system where all of the users are comprised of elements of what they create and consume. Each person offering their own perspective as each thought enters into the flow of information. No matter whether it is spoken, written, performed, read, watched, or listened to, these experiences carry the DNA of both the creator and the recipient with previous experiences encoding points of view in the exchange. Each thought or grouping of thoughts representing signals to associate an idea or action with something or someone else. Aligning these signals to serve the interests of those in the exchange is a balancing act of which the human condition rests on.

When two hungry people approach a bush with poisonous berries with only one of them knowing the truth, one holds power over the other. This is the power of information or in this case the power of withholding it. In 1936, when the people of Germany watched Nazi propaganda films in theaters but were unaware of the death camps, the signal was biased with misinformation. When Goehring commissioned an increase in the production of radio receivers for the german population, the bias was amplified by extending the reach of misinformation, casting a wide net of rhetoric over millions of citizens hungry for change but unaware of the consequences. Technology playing to the emotions of the crowd.

But what if at the time, Josef Mengele’s records on human experimentation were uncovered by one person who shared it with a victim's relative, who corroborated the finding with a trusted doctor who shared this with a community of professionals who appealed to members of the Reichstag before Hitler used legislative loopholes to force passage of the Enabling Act of 1933. An impossible undertaking before the arrival of the mobile connection but a worthy thought experiment to have of technology playing to the reason of the individual signaling others on the micromotives of the Third Reich. The queen ant taking a backseat to foot soldiers of relevance.

In his book Emergence, Steven Johnson’s ends with “But understanding emergence has always been about giving up control, letting the system govern itself as much as possible, letting it learn from the footprints�. This is where I slightly depart, where smart systems can respond to smart signals of precedent, such as employing swarm logic to determine optimal traffic patterns, signals to follow to build human intelligence should come from connections the user works to build. Like a bricklayer laying a solid foundation or an artist crafting a fine painting, human effort should never be replaced by the logic? outside interests but the logic of the select resonating few. And this requires work. Technology can be the fulcrum but when a human push is no longer needed we may no longer be challenged to be needed.
Profile Image for Vanessa.
344 reviews10 followers
September 21, 2017
Read with a 15+ year retrospective, Johnson's 2001 predictions are sometimes amusing and more often strangely prescient. He's more or less right on everything from the future of TV ("The entertainment world will self-organize into clusters of shared interest, created by software that tracks usage patterns...") and news ("The Daily Me ... compiled by tracking the interests and reading habits of millions of other humans."), to the polarization of public opinion and the sensationalization of media (which raised in my mind the question of whether applying Slashdot-style moderation on a wider scale could take care of fringe elements on the Web, or just make them more obnoxious). The book is also a nostalgic trip back in time to when I first dove onto the world of technology. Remember TiVo, Napster, and Bill Clinton's sex scandals? They're all here!

Do I recommend reading it? Not unless you're particularly interested in the field of emergence or machine learning and you want that look back at where we came from. It would have been a good book back in 2001, if a bit too ponderous and contrived at times (hard to take seriously passages about "revolutionary" websites or video games that no one remembers 15 years on).
Profile Image for Sequoia.
150 reviews4 followers
March 12, 2023
It's more like a 3.5.

In suspecting that chatGPT's ability is some kind of "emergence", I asked it to recommend some books on "emergence" for me, and this is one of them.

I like it and I don't. -- the part about ant hills, neural nets, and Manchester (or, self-organization of urban cities) is good; the endless part about media feels like a stretch.

But overall I hope to read something a bit "deeper". Maybe more "academic" -- not applying an idea, albeit an interesting and novel one, to just about any practical stuff the author happened to think of, but just a bit more about the idea itself. The applicability and more importantly, the limitations.

So I like the fact that, the author indeed mentioned that emergence could be bad. Or terrible. Just because something new or unexpected emerges out of local interactions doesn't guarantee this emergence is desirable. Indeed.

It's also interesting to read a book written around 2000 about all kinds of fads then and predictions for future -- because now we have more data to check his predictions. And some are really good (like the Ads will really be personalized). I hope he still like this idea (as in the book), because I surely don't.
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