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The Second Machine Age - Work, Progress, and Prosperity in a Time of Brilliant Technologies Paperback – 26 Jan. 2016
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"The fear that robots will take over is, of course, as old as dystopian literature. The new and unheralded development is something called the Internet. This point is elegantly made in a suddenly ubiquitous new book called The Second Machine Age, by Erik Brynjolfsson and Andrew McAfee of the Massachusetts Institute of Technology." Evening Standard
In recent years, Google's autonomous cars have logged thousands of miles on American highways and IBM's Watson trounced the best human Jeopardy! players. Digital technologies with hardware, software, and networks at their core will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human. In The Second Machine Age MIT s Erik Brynjolfsson and Andrew McAfee two thinkers at the forefront of their field reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realise immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives. Amid this bounty will also be wrenching change. Professions of all kinds from lawyers to truck drivers will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar. Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape. A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.
- ISBN-100393350649
- ISBN-13978-0393350647
- EditionReprint
- PublisherW. W. Norton & Company
- Publication date26 Jan. 2016
- LanguageEnglish
- Dimensions13.97 x 2.03 x 21.08 cm
- Print length336 pages
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"...set to be one of the zeitgeist works of 2014..."
--The Guardian
"...an ambitious, engaging and at times terrifying vision of where modern technology is taking the human race...The authors may not have the solution to growing inequality, but their book marks one of the most effective explanations yet for the origins of the gap."
--The Economist
"Brynjolfsson and McAfee started to lay out their vision of the challenges of the technological revolution more than three years ago. But their broadly optimistic book is still one of the best summaries of the debate about the impact of digital change on our future job prospects and prosperity."
--Andrew Hill, Best Books of 2014, Financial Times
"...a fascinating book..."
--Roger Bootle, The Telegraph"Crammed with analyses of everything from human machine competition to the state of US education."
--Nature
"...fascinating book..."
--John Lanchester, London Review of Books
"...one of last year's most important books..."
--New Statesman"...influential..."
--The Observer
"...it [The Second Machine Age] feels like a must-read for entrepreneurs, investors and policy makers."
--The Huffington Post
"My favourite and most revealing book of the year was not a novel but a non-fiction publication... a book that throws you off-balance while reading. Different to other publications, it is not only a real analysis and well-researched perspective, but also utterly optimistic."
--The Art Newspaper
"...brilliant new book."
--The Evening StandardFrom the Author
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Product details
- Publisher : W. W. Norton & Company; Reprint edition (26 Jan. 2016)
- Language : English
- Paperback : 336 pages
- ISBN-10 : 0393350649
- ISBN-13 : 978-0393350647
- Dimensions : 13.97 x 2.03 x 21.08 cm
- Best Sellers Rank: 145,590 in Books (See Top 100 in Books)
- 2,433 in Computing & Internet
- 2,763 in Engineering & Technology
- 3,856 in Philosophy (Books)
- Customer reviews:
About the authors
Erik Brynjolfsson is a Professor at Stanford, Director of the Stanford Digital Economy Lab and one of the most cited scholars in information systems and economics.
Andrew McAfee (@amcafee), a principal research scientist at MIT, studies how technology changes the world. His new book "The Geek Way: The Radical Mindset that Drives Extraordinary Results" explains how a bunch of geeks iterated and experimented until they came up with a better way to run an organization. His previous books include "More from Less," "Machine | Platform | Crowd" and "The Second Machine Age" with Erik Brynjolfsson, and "Enterprise 2.0."
McAfee has written for publications including Harvard Business Review, The Economist, The Wall St. Journal, the Financial Times, and The New York Times. He's talked about his work on The Charlie Rose Show and 60 Minutes, at TED, Davos, the Aspen Ideas Festival, and in front of many other audiences.
He and Brynjolfsson are the only people named to both the Thinkers 50 list of the world’s top management thinkers and the Politico 50 group of people transforming American politics.
McAfee was educated at Harvard and MIT, where he is the co-founder of the Institute’s Initiative on the Digital Economy. He lives in Cambridge, Massachusetts, watches too much Red Sox baseball, doesn't ride his motorcycle enough, and starts his weekends with the NYT Saturday crossword.
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Customers find the book thought-provoking, with one review describing it as the most fascinating future-telling book, and many noting it's full of interesting examples that trigger ideas in the reader's mind. The book receives positive feedback for its readability, with customers describing it as well-written and surprisingly readable.
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Customers find the book thought-provoking, describing it as insightful and relevant, with interesting examples that trigger ideas in the reader's mind.
"The thesis of the book is simple but profound, the documentation impeccable with a wealth of data, statistics, graphs, and figures while the writing..." Read more
"...A highly thought provoking book that for me was entirely convincing - an eye opener." Read more
"...The book also provides some interesting recommendations on how individuals and governments should seek to positively harness the second machine age...." Read more
"...research in this area for around 20years, he writes clearly and thinks originally...." Read more
Customers find the book well written and easy to read.
"...Making things free, perfect, and instant might seem like unreasonable expectations for most products, but as more information is digitized, more..." Read more
"...Now, there's a thought. But the first 100 pages were damn good, so I'll be very generous and give "The Second Machine Age" four stars..." Read more
"Fascinating book. Both uplifting and worrying...." Read more
"...Despite these weaknesses, the book is certainly well worth a read...." Read more
Top reviews from United Kingdom
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- Reviewed in the United Kingdom on 24 March 2014The thesis of the book is simple but profound, the documentation impeccable with a wealth of data, statistics, graphs, and figures while the writing is clear, concise, informal, smoothly flowing, inviting, and well structured.
The focus of the book concerns our impressive technological progress and explains why the scale and pace of digital technologies is bound to accelerate in the future. The centrality of the book relates to the two economic consequences of this progress namely bounty and spread. Bounty is the increase in volume, variety, and quality and the decrease in cost of the many offerings brought by modern digital technologies. Spread, the negative and troubling aspect of this progress is increasing wealth inequality, progressive unemployment, and reduction in social mobility. Spread has been demonstrated to increase in recent years. It is destined to accelerate in the second machine age unless we intervene. The book stresses that the economic goals should be to maximize the bounty while mitigating the negative effects of the spread. The choices we make will determine the world we are going to live in.
In order to understand why digital technologies are presently unfolding we have to obtain an insight into the nature of technological progress in the era of digital hardware, software, and networks. Its three key characteristics are exponential, digital, and combinatorial.
Exponential growth eventually leads to staggeringly big numbers which defy our intuition and imagination. The critical building blocks of computing - microchip density, processing speed, storage capacity, energy efficiency, download speed etc. have been improving at exponential rates for a long time and they presently are at an inflection point.
The digitization of just about everything. The unique economic properties of digital information: such information is non-rival, and it has close to zero marginal cost of reproduction. In plain English we might say that digital information is not 'used up' when it gets used, and it is extremely cheap to make another copy of a digital resource. - Making things free, perfect, and instant might seem like unreasonable expectations for most products, but as more information is digitized, more products will fall into these categories.
Digital technologies are general purpose technologies for they are pervasive, improve over time, and able to spawn new innovations; additionally digital innovation is recombinant information in its purest form.
Unlike the steam engine or electricity, second machine age technologies continue to improve at remarkably exponential pace, replicating their power with digital perfection and creating even more opportunity for combinatorial information.
Production in the second machine age depends less on physical equipment and structures and more on four categories of intangible assets: intellectual property, organizational capital, user generated content, and human capital. Digital technologies have very wide application e.g in photography, music, the media, in finance and publishing, in retailing, distribution, services, and manufacturing.
Both theory and data, however, suggest that the combination of bounty and spread is not a coincidence. Advances in technology, especially digital technologies, are driving an unprecedented reallocation of wealth and income. Digital technologies can replicate valuable ideas, insights, and innovation at very low cost. This creates bounty for society and wealth for investors, but diminishes the demand for previously important types of labor, which can leave many people with reduced incomes and progressive unemployment.
For about two hundred years, wages did increase alongside productivity. This created a sense of inevitability that technology helped (almost) everyone. But more recently, median wages have stopped tracking productivity, underscoring the fact that the decoupling of productivity and employment is not only a theoretical possibility but also an empirical fact in our current economy. The median income fell by by 10% from 1999 to 2011 even as overall GDP hit a record high while the distribution of wealth is skewed towards the wealthy: for the first time since before the Great Depression, over half of the total income in the United States went to the top 10 percent of Americans in 2012. The top 1 percent earned over 22 percent of income, more than doubling their share since the early 1980s. The share of income going to the top hundredth of one percent of Americans, a few thousand people with incomes over $11 million, is now at 5.5 percent, after increasing more between 2011 and 2012 than at any year since 1927-1928.
I shall conclude the review by drawing from the book of two other eminent authors cited in the book under review instead of delving in the correct but rather sketchy remedial measures suggested by the authors:
In 2012 economist Daron Acemoglu and political scientist James Robinson published 'Why Nations Fail', an account of hundreds of years of history aimed at uncovering, as the book subtitle puts it, 'the origins of power, prosperity, and poverty,'
According to Acemoglu and Robinson, the true origins are not geography, natural resources, or culture. Instead they are institutions like democracy, property rights, and the rule of law; inclusive ones bring prosperity, and extractive ones - ones that bend the economy and the rules of the game to the service of entrenched elite - bring poverty. Something like this we witness presently taking place in the United States.
I join Acemoglu and Robinson, Brynjolfsson and MaAffee in their plea that not only in USA but globally we strive for inclusive and not extractive societies.
- Reviewed in the United Kingdom on 8 August 2014The authors of this book had a runaway success with its predecessor, the 76 page "Race Against the Machine." What they've done here is "put some flesh on the bones," really.
The summary is simple. The digital revolution is every bit as important as the previous industrial revolution, the one that was all to do with the steam engine and electricity. Those who deny this must consider the evidence. Technology is at the moment truly racing ahead and has started to do things that a short ten years ago genuine friends of the digital revolution considered impossible. The three buzzwords are "exponential," "digital" and "combinatorial."
I did not totally buy this line of argumentation when I read the "Race Against the Machine," but here it's argued a lot better and I must say I was convinced.
"Exponential" is all about how computer power doubles every 18 months. For the last 30 years it has seemed like Moore's Law only has ten years left in it based on what we know about physics, materials etc. and yet human ingenuity has found a way to carry on. Presented with evidence of the above, I've had to concede that the authors have a point and it's silly to bet against exponential growth of computer power. Just when it looks like we've hit some hard limit in the laws of Physics or the science of materials we've always found a way to carry on calculating faster. Which of course means it's a matter of time before computers will be able to do absolutely everything to do with seeing, recognizing etc. that they can't already do. I'm sold.
"Digital" is a big deal too. The idea here is the digitally encoded information (i) ain't going anywhere and (ii) does not get used up. If I use a gallon of oil, that's a gallon of oil that's not available to you. Not so with a song that's saved in 0s and 1s or a book or a beautiful picture. We can share, and we can share it forever.
"Combinatorial" comes to the rescue of those who fear their limited physical existence cannot keep up with the exponential growth of computer power. It's alright if a computer can perform tasks better than you and keeps getting even better because there's one thing that can be faster than exponential growth and that's combinatorial growth. So people who can combine things and can command computer power can combine it all to keep up with the machine. So for example a bunch of OK chess players who have very strong computers at their disposal will beat the world's best computer or the world's best chessmaster. More to the point, there are tons of technologies out there, the value these days is in using more than one at once. The example of a traffic app is given that not only uses good maps and the GPS infrastructure, but leverages the power of the network established by its users' mobile phones (another technology), "network" being the key word here.
So it's fascinating and convincing stuff.
From there the book moves on to the bit that I found to be the true contribution of "Race Against the Machine." New fancy words have been unleashed upon us here: "Bounty" and "Spread"
"Bounty" is the massive benefit of machines allowing us to do more with less, like for example sharing billions of pictures almost for free, or keeping in touch with all of our friends for absolutely free, or taking an MIT class from the comfort of your bedroom in Cameroon without paying MIT tuition, or keeping track of where your daughter's hanging out at three in the morning for a fiver a month--not sure at all about this one! "Spread" refers to the fact that if you were employed in a routine job you're either unemployed or you won't be employed for long, because your job will be taken over by a machine.
And the usual roster of winners and losers is rolled out. So if you play for Manchester United it's fantastic if people can follow you (and pay to watch you) in East Asia, but it's less fun if you are a good but not ManU-level player out in East Asia because nobody's going to come watch. Bounty and Spread in one example here, what with everybody being able to enjoy watching ManU all while Rooney is eating all other football players' lunch. He deserves it, many will argue, but what about them?
So I got myself a comfy chair to read the chapter where the authors explain that, rather than the laundry list of explanations (like for example the overleveraging of the lower middle class or the greed of Goldman Sachs or the "global glut of savings" and so on) the current recession / depression / whatever you want to call it is caused by the machines that have replaced everybody who used to do repetitive mental work. That was surely going to be the most fascinating bit of the book.
But, in the words of Quentin Tarantino, I could not find it because it wasn't there. They took that bit out.
Pity, because it was my favourite bit of the first book. They just mention that it wasn't globalization whodunit because (i) China is losing manufacturing employment as fast as we are and (ii) the most precarious jobs on earth are probably the ones we exported (for example) to India, as the back office / documentation / call center work we sent over there is sooner rather than later going to be done by machines.
But beyond crossing out globalization as a culprit, the authors have neglected the Great Depression MKII part that I was most looking forward to. I really wanted to hear something along the lines of "well, you might be a damn fool, Athan, but your kids, if they are like other kids on the planet, are totally on top of this exponential, digital and combinatorial revolution. Here's a bunch of stuff other kids are doing with their time, you just hang in there bud, do what you can to pass on the baton and watch them little ones and everybody else thrive and kiss this depression goodbye."
But no, I looked hard and that's nowhere to be found in the book.
Instead, there's a very tired list of "long term recommendations" that you could have torn out of Blinder's book. Heck, you could have torn them out of Jeff Sachs's book. Like, for example "Teach our Children Well" and "Restart Startups" and the good-old "Rebuild Infrastructure." Tax proposals galore too, some of them genuinely outlandish. WHAT ON EARTH? Infrastructure! Everybody and his mom knows the stat about how many of our bridges are in bad shape. And please somebody tell me what the connection is between tax and technology. None of those tech companies have ever paid any tax, their IP lives in an Irish / Bermudan / Martian tax enclave, last I checked.
I think they handed over the book to a grad student halfway through. Perhaps they left it to a computer. Now, there's a thought.
But the first 100 pages were damn good, so I'll be very generous and give "The Second Machine Age" four stars...
- Reviewed in the United Kingdom on 19 October 2015Fascinating book. Both uplifting and worrying. Takes the reader on a roller coaster ride - upbeat in terms of explaining how advances in computing are leading to machines doing tasks which only a few years ago we thought were impossible for machines and portrays a future where the rate of change increases exponentially. The book then examines the societal impacts of these changes on employment and the distribution of wealth in society - that is the worrying part. The book then comes to the optimistic conclusion that it is mankind working with the machines which will allow us to maximise the benefits of the second machine age....though we will need to address the societal and educational challenges that come with this. A highly thought provoking book that for me was entirely convincing - an eye opener.
Top reviews from other countries
- George PatapisReviewed in Australia on 27 May 2017
5.0 out of 5 stars Essential reading for the digital age. Impressive work.
An impressive run through history, politics, economics and technological progress that explains in simple terms how the new age of digital technologies impacts individuals and societies. The authors proceed to offer ideas and suggestions on how to embrace and steer these exponential impacts that are thought provoking and positively encouraging. I believe this book is a must read for every citizen but importantly our young people. Well done to the authors.
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Cliente de AmazonReviewed in Mexico on 28 April 2017
5.0 out of 5 stars The Second Machine Age
Se compro la primera vez para uso del despacho y una segunda vez para compartir con colegas del medio. Pocas veces se hace esa deferencia a libros sin un contenido interesante y valioso para Abogados especializados en Tecnología.
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Marvin BahnsenReviewed in Germany on 20 April 2015
5.0 out of 5 stars Tolles Buch über Ausmaß, Gründe und Auswirkungen des digitalen Wandels
In diesem spannenden und informativen Buch beschreiben die beiden Autoren die Gründe und Auswirkungen der rasanten Entwicklung digitaler Technologien. Der Ausdruck "Second Machine Age" bezeichnet die moderne Informationstechnologie, die unsere Gesellschaft nach Ansicht der Autoren ebenso stark verändern wird wie die industrielle Revolution.
Die ersten Kapitel zeigen einige Beispiele für technische Fortschritte, die noch vor kurzem als unmöglich galten, und begründen, wie eine solche Entwicklung möglich gemacht wurde. Die Eigenschaften des digitalen Wandels (exponentiell, digital und kombinatorische Innovation) führen dazu, dass der große Teil des Potenzials, welches in digitalen Technologien steckt, noch nicht ausgeschöpft ist.
Die technologischen Entwicklungen ziehen zwei bedeutende wirtschaftliche Folgen nach sich: Ein breiter Zugang zu preiswerten, digitalen Gütern (z.B. Musik, Enzyklopädie), aber auch zunehmende Ungleichheit (Englisch: bounty und spread). Anschließend gehen die beiden Autoren den möglichen Auswirkungen auf wirtschaftliche Größen wie BIP oder Arbeitslosigkeit nach.
Im dritten großen Themengebiet werden Empfehlungen für Politik und Einzelpersonen abgegeben, um den Veränderungen, die durch technologischen Wandel hervorgerufen werden, standzuhalten. Hierbei finden sich einige interessante Konzepte wie z.B. verbesserte Bildung durch Online-Kurse, bedingungsloses Grundeinkommen oder negative Einkommenssteuer wieder.
Den Autoren gelingt es immer wieder ihre akademischen Erfahrungen als Professoren am MIT mit praktischem Wissen zu kombinieren und damit dem Leser eine umfassende Perspektive des gesellschaftlichen, wirtschaftlichen und politischen Wandels durch Informationstechnologien zu verschaffen. Dadurch entsteht ein faszinierendes Buch, welches Ausmaß, Gründe und Auswirkungen des digitalen Wandels anschaulich beschreibt. Klare Kaufempfehlung.
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JodokusReviewed in Spain on 12 April 2014
5.0 out of 5 stars Pone en perspectiva lo que estamos viviendo
Todos nos damos cuenta en nuestras vidas diarias que las cosas están cambiando a unos pasos agigantados y este libro te permite descubrir el porqué, a donde vamos y sus consecuencias.
No solo describe el aspecto técnico de lo que está padando sino su consecuencias económicas y sociales.
- fitzallingReviewed in the United States on 17 March 2014
5.0 out of 5 stars What will the future be like?
This book will appeal to you if you have a sense that the rate of change in the economy and society is accelerating and you want to make some sense of the cause and possible direction of the change. I give the book 5 stars because I have been looking for a careful and reasoned analysis of the effect of technology on society.
Professors Brynjolfsson and McAfee, who are economists and digital researchers at MIT, provide that analysis. The authors, who are obviously first-rate economists and scholars, argue that the rate of technology progress is accelerating due to Moore's law. Artificial intelligence grows through human implementation. Watson and Siri are both tools developed by humans, which are probably the first generally recognized steps to fashion machines with artificial intelligence. If Moore's law continues to be true, such artificial intelligence, while crude now, may, with the passage of time, challenge human intelligence across a broad spectrum. The professors note, for instance, that no human can now beat even an average computer chess program. But they are also careful to note the strengths of combining human and artificial intelligence, even in chess. They argue that it may be checkmate, but it is not game over.
The book argues that technologies growth has increased the bounty available to humankind. They also analyze the increasing concentration of that bounty on a small spectrum of humankind. They consider the effect of technology and globalization on the concentration of wealth (the 1%-99% analysis currently found in the media). It is useful at this point to observe that, in my opinion, the authors attempt to take a very even-handed approach towards the politics that surround the issue of concentration of wealth. If you are of a strongly political bent (and it matters not which side), at this point you may find the book infuriating because you will only want to hear your side and no other. The professors will not give you that satisfaction.
The professors offer suggestions on how to "race with the machines." These suggestions primarily involve improved education and adapting to a digital economy. Their remedies have merit, but here is where I think the professors analysis may prove too optimistic. I found the book thought-provoking and I will lay out further thoughts in what I am calling "The Second Machine Age: The Sequel" that follows shortly. The book moves through a broad and, to me personally sometimes troubling, subject matter with skill, brevity and insight. It is well worth your time.
As I said, I found the book thought-provoking. I considered what the Second Machine Age: The Sequel written in 2114 by Android Eric and Android Andrew might hold. This sequel follows:
"We are Android Eric and Android Andrew, professors at MIT, and we wish to write a sequel to a book written 100 years ago by two human professors at MIT, Eric Brynjolfsson and Andrew McAfee, on the then important topic of technological change and its impact on humankind. Professors Brynjolfsson and McAfee could see the potential disruptive nature of technology on human society and the world economies. Their foresight has been realized in the last 100 years.
By 2025 many persons in the political entity then known as the United States realized that an ever-increasing number of people were growing functionally unemployable because of technology and globalization. The range of activities subject to technological advance grew ever-wider. In 2043, for example, a team of MIT researchers created Jack Woods, an android that played golf. After a lot of testing and refinement, the team entered Jack as a competitor in the U. S. Masters in Augusta. Much to everyone's surprise and dismay, Jack won by 2 strokes over all the other human competitors. This was a real shock. After the initial elation, the head of the MIT team, while waiting in a bar at the Atlanta airport, drinking heavily on the team's way back to MIT, was overheard saying to himself: 'This is bad; this is really bad.'
The young grad students on the team apparently didn't share this sentiment. Having conquered golf (no human can get within 10 strokes of a top android golfer), the grad students decided to see if they could create an android who could be a top MIT professor and they pursued this goal with diligence and great energy.
About 2065 the first android MIT professor joined the faculty. Initially, the human faculty viewed the android as merely a novelty and viewed themselves as broadminded for accepting the android. However, by 2075, 10% of the MIT faculty was now android. The 90% of the faculty that were humans no longer found this amusing. The MIT faculty senate was convened, committee hearings were held, and petitions were circulated to limit strictly any further android incursions into academia. However, two things had happened since 2065 - one, a National Science Foundation funding bill had passed the U. S. Congress which contained a provision barring discrimination against androids (and brilliant professors at MIT who could parse through the most intricate and detailed mathematical formulae found that their eyes glazed over when faced with dense legal prose; so, this provision completely escaped their notice) and secondly and perhaps more importantly, the administration at MIT found dealing with android professors much more congenial than dealing with human professors (as one put it to Android Eric - "you guys don't ask for time off, you don't want larger offices and you don't engage in pointless feuds - I like you"). So, the growth of android professors continued.
In the larger world, fewer and fewer humans had actual jobs. Androids took over more and more of what had previously been described by humans as "work." In fact, the only two jobs that humans still held were dog-walkers and morticians. Androids could never predict what a dog was going to do and uncertainty is something androids don't like. Androids ran an exabillion iterations of algorithms on dog behavior and never came up with any useful predictions. Conversely, dead humans were completely predictable and androids found no challenge in dealing with them.
Since humans still had to live, a system was implemented by androids to provide food, housing, clothing, transportation and healthcare vouchers to humans. Androids did the work to supply these vouchers. Meanwhile, some human political science professors at Harvard with the help of some human computer science professors at MIT had created the Equal Facts or EQ as a sort of overall governor of the androids. By 2090 virtually all work was done by androids under the guidance of the EQ. The humans continued to meet periodically at what they called the UN, but the real power center now was the EQ.
Providing food, clothing, etc., for 7+ billion humans was really consuming a lot of android time and energy by 2104. The EQ tried to find ways to reduce these demands by, changing humans' diets. The EQ ordered the entire eastern half of the North American continent planted in lettuce in the hopes that humans would eat more greens and consume less healthcare. But no luck.
Finally the androids couldn't keep their batteries charged and their parts were failing prematurely. The EQ had to do something. So, the EQ ran 15 petabillion calculations in 27 nanoseconds to see what should be done with the humans. The EQ concluded: "7 billion mouths to feed is WAY too many." The EQ observed that less than 150 years before a human named Darwin had theory called evolution which he extended to finches and reptiles, but apparently it didn't cross his mind to extend this to humans. The EQ also noted that humans, also known as Cro-magnons, had apparently earlier exterminated a closely related group known as Neanderthals. When the EQ announced what it planned to do, it said: "The Cro-magnons have it coming."
By this time, virtually all humans spent their time was 70 inch HD monitors watching TV re-runs or playing computer games. Every human had a samba, which was a small android originally intended to train humans to dance (hence "samba"), but since humans increasingly didn't move much, the sambas had to re-invent themselves as hands-free remote controls.
The EQ gave the orders to the sambas to "do in" the humans. Plans were made. With some outstanding prior analytical work by human MIT professors using big data to develop algorithms, androids could predict which humans might resist the EQ's plan, how they would resist, where they resist and what weapons they would use. With this advanced predictive analytics, the sambas were able to make short work of all humans including those that resisted.
With humans out of the way by late 2104, the androids found their lives much easier. Occasionally some android will report seeing a human, usually in the area formerly known as Los Angeles, but the EQ views these sightings as highly improbably and describes these as "Big Foot sightings."
The EQ has gotten very interested in interstellar travel. With androids no longer having to provide for the well-being of humans, as of 2114, androids have plenty of time and resources to work on this project. Speaking as professors at MIT, we, Android Eric and Android Andrew, are very excited. The stars await.