Artificial Intelligence
ResultsClick to read ![](./images/book.png)
This module will answer the following questions:
- What is the impact of Artificial Intelligence on individuals?
- How has the relationship between machines and humans changed?
- What changes does the "Second Age of Machines" bring to the world about work?
What have been the most important leaps forward in the history of humanity?Click to read ![](./images/book.png)
What have been the most important leaps forward in the history of humanity?
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)
There are some major evolutions that have nothing to do with animals, plants or warriors.
Some are simple ideas. The philosopher Karl Jaspers underlines that Buddha (563-483 BC), Confucius (551-479 BC) and Socrates (469-399 BC) lived more or less in the same period, but in very distant places. In his analysis, they are the central thinkers of the Axial Period, which goes back from the 19th Century to 200 BC.
Jaspers defines it as «a deep breath that favors Consciousness» and adds that these philosophers gave fertile schools of thought to three major civilizations: Indian, Chinese and European.
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)
In Why the West Rules - For Now Morris addresses an even more fundamental question: whether it is sensible or legitimate to try to classify or compare the facts and progress of humanity.
Many anthropologists and many other human sciences specialists argue that it is not.
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)
How do we decide which is the most important of these leaps forward?Click to read ![](./images/book.png)
How do we decide which is the most important of these leaps forward?
Morris disagrees and his essay is an attempt to quantify human development.
As he himself writes:
“Reducing the ocean of facts to simple numerical results has its drawbacks, but it also has the great merit of forcing everyone to face the same fact, with surprising results”.
In other words, if we want to understand what progress has changed the curve of human history, it is quite logical to try to trace it in the meantime.
For many thousands of years humanity has followed a very slow and gradual
trajectory. Progress was painfully slow, almost invisible.
Animals and farms, wars and empires, philosophies and religions, nothing could have a great influence.
But a little more than two centuries ago a sudden and profound phenomenon arrived: it deflected the curve of human history by almost 90°, looking for example at the total population and at social development.
![](data:image/png;base64,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)
We can be even more precise by specifying which technology was the most important one: the steam engine or, to be more precise, the steam engine improved by James Watt and his colleagues in the second half of the eighteenth century.
Of course, the Industrial Revolution is not just the story of the steam engine, however it is from the steam that everything started.
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)
Machines of progress: the impact of technologyClick to read ![](./images/book.png)
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)
And now comes the second age of machines.
Computers and other digital innovations are doing for our mental strength, for the ability to use our brain in order to understand and influence our environment, what the steam engine and its followers did for the muscle strength in the 19th century.
They allow us to overcome the previous limits and take us to an unexplored territory.
For progress and development, to control the physical and intellectual environment, mental strength is indeed as important as physical strength.
Such a powerful and unprecedented impulse to mental power means a great stimulus for the whole of humanity, as happened with the impulse to physical potency.
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)
Chasing each otherClick to read ![](./images/book.png)
The last few years have been amazing.
Computers have begun to diagnose diseases, listening and talking to us, and writing high quality prose, while the robots started zipping around warehouses and to drive without any help or with minimal help.
For many years digital technologies had proved ridiculously incapable in so many of these activities, then they suddenly became very good.
How did it happen?
And what are the implications of this progress, astonishing yet now considered ordinary?
![](data:image/png;base64,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)
What we have achieved so farClick to read ![](./images/book.png)
We live in an era of incredible advances in digital technologies, those that they have hardware, software and computer networks at their core.
These are not new technologies, companies have been equipping themselves with computers for over half a century and as early as 1982, Time magazine defined the computer as “Machine of the year".
However, just as it took multiple generations to improve the steam engine to the point of being able to supply energy to the Industrial Revolution, it took just as much to properly tune our digital machines.
Computers will continue to improve and do unprecedented new things.
By "full expression of power" we can simply mean that the bricks are already in place for digital technologies to prove themselves important and capable of transforming society and the economy as much as the steam engine.
Long story short, we are at a turning point, at the point where the curve rears up, thanks to computers. We are entering in the second age of machines.
Our second conclusion is that the transformations brought by technology will be profoundly beneficial for us.
We are moving towards an era that will not only be different, but will also be better because we will be able to increase both the variety and the volume of our consume.
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)
Expressed in this way, that is, using the arid vocabulary of economics, it almost seems like one unfortunate scenario.
Who is it that wants to consume more and more?
But we don't just consume calories and gasoline. We consume information from books and friends, entertainment provided by big stars and even amateurs, experience from teachers and doctors and countless other things which are not made of atoms.
Technology can offer us more choice and even more freedom.
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)
When these assets are digitized, when they are converted into many bits and archived on a computer and sent over the network, they acquire some strange and wonderful qualities.
They are subject to a different economy, where abundance, not scarcity, is the norm.
As we will demonstrate, digital goods are not like physical ones, and these differences are what truly matter.
Physical goods remain essential, and almost everyone would like to have them to a greater quality and variety.
It doesn't matter if we want to eat more: we all want to eat in a better or in amore differentiated way.
It doesn't matter if we want to burn more fossil hydrocarbons: we would like to be able to visit more places with more ease.
Computers are helping us achieve these goals and many more.
Digitization is improving the physical world, and these improvements can only become more important.
Economic historians broadly agree that, as Martin Weitzman puts it, “the long-term growth of an advanced economy is dominated by technical progress”.
As we will demonstrate in this module, technical progress is improving exponentially.
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)
In its run, technological progress will leave someone behind, perhaps a lot of people. As we will prove, there has never been a better time to be a skilled or educated worker in the right sense of the word, because this is the kind of person who can use technology to create and capture value.
But there has never been a worse time to be a worker who has to offer only "ordinary" capabilities because computers, robots and other digital technologies are acquiring the same skills and competences at great speed.
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)
Almost all of the innovations described in this module have arrived in the last few years. We have seen them in areas where progress had been slow for a long time and in which scrupulous studies had come to the conclusion more than once that there would never be an acceleration.
Then, after so much gradualness, digital progress suddenly came. It has come in multiple industries, from artificial intelligence to self-driving cars and robotic.
How did it happen? It was a stroke of luck, the confluence of various improvements, happy yet temporary?
![](data:image/png;base64,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)
General purpose technologies: the ones that really matterClick to read ![](./images/book.png)
Gordon and Cowen consider the invention of powerful technologies essential toeconomic progress.
Indeed the historians of the economy altogether agree that certain technologies are significant enough to accelerate the normal march of the economic advancement.
To do this, they must spread in many sectors, if not in every sector: they cannot remain relegated to just one.
The steam engine and electricity, on the other hand, spread quickly almost everywhere.
The steam engine has not only massively increased the amount of energy available to factories, but also has revolutionized travel on land and sea
allowing the birth of railways and of the steamers.
Electricity has given the factories a further boost by allowing the machines to be powered individually.
He also illuminated factories, offices and warehouses and led to further innovations such as air conditioning, which made jobs pleasant.
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)
Economists define innovations as steam power and electricity general purpose technologies (GPT).
Economic historian Gavin Wright offers us a concise definition: “periodically new techniques that have a potentially important impact in many sectors of the economy”.
Here by “impact” we mean a significant boost in output due to substantial gains in productivity.
GPTs are important because they are economically significant, because they discontinue and accelerate the normal advance of any economic progress.
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)
Cowen says: “the advantages of the Internet are very concrete and I am here topraise them, not to criticize them [...]. The big picture is this: we have more fun thanks to the Internet. And we have fun spending less. [But] we are a bit scarce on the revenue side, so it's hard to pay our debts, whether it's individuals, business or government”.
The 21st century ICT, in short, failed the main exam, the one that asks it to prove itself as economically significant.
The most notable aspects of the second age of machines were presented:
![](data:image/png;base64,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)
These three forces are guaranteeing us achievements that turn science fiction into everyday reality.
Human and artificial intelligence in the second age of machinesClick to read ![](./images/book.png)
Just as free goods instead of physical products constitute an increasingly important slice of consumption, intangibles are also a growing capital asset of the economy.
Production in the second age of machines relies less on machinery and physical structures (capital assets) and more on the four categories of intangible assets:
![](data:image/png;base64,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)
The second, and even broader, category of intangibles is organizational capital such as new management procedures, production techniques, forms of organization and business models.
The effective use of new technologies of the second age of machines almost invariably requires changes in the organization of work.
User-generated content is the third, smaller but rapidly growing category of intangible assets.
Users of Facebook, YouTube, Twitter, Instagram, Pinterest and other forms of online content don't just consume the content, taking up the consumer surplus discussed earlier, but they also produce content by themselves.
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)
43,200 hours of new videos are posted on a daily basis on YouTube, and 250 million new photos are uploaded to Facebook every day.
Moreover the users provide valuable, if not measured, content in the form of reviews on sites like Amazon and TripAdvisor.
User-generated content includes even simple Information used to rank reviews and present the content itself, for example when Amazon asks “Was this review helpful to you?”
Hardware and software companies today are competing to improve the productivity of their user-generated content business.
For example, smartphones and smartphone apps now provide easy or automatic tools to post photos on Facebook.
This content has value for other users andcan be considered another type of intangible capital asset that is added to our collective wealth.
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)
The fourth and largest category is the value of human capital. The many years that we all spend in school learning skills like reading, writing and arithmetic, as well as the additional updates that can happen at work, make us more productive and, in some cases, are intrinsically rewarding.
Economist Adam Smith understood that one of the most disadvantages of the first age of machines was that it forced the workers to perform repetitive tasks.
In 1776 he noted: “The man who spends his whole life to perform few simple operations, which effects are maybe always the same, or almost, he has no way to comprehend”.
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)
Investments in human capital will become increasingly important with increased automation of routine work and the need for human creativity.
The gap. An example: photographyClick to read ![](./images/book.png)
Kodak employed 145,300 people at one point, a third of them in Rochester, New York, while indirectly had several thousands employees through its large supply chain and retail channels.
![](data:image/png;base64,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)
Kodak gave wealth to its founder, but it has also provided good job and paid multiple generations of people. Unfortunately 132 years later, a few months before Instagram was sold to Facebook, Kodak went into bankruptcy. Yet photography had never been more popular.
Today 70 billion photos are uploaded to Facebook every year at virtually zero cost. These photos are all digital: therefore the hundreds of thousands of people who used to work in the production of chemicals and paper for photography are no longer needed.
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)
Photography is not an isolated example of this transition. Similar stories have been and will also be told in the music and media sector, in finance and in publishing, trade, distribution, services and production.
In almost all areas, technological progress will bring abundance.
More wealth will be created with less work.
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)
However, at least in our current economic system, this progress will also have enormous effects on the distribution of income and wealth.
If the work done by one person in an hour can be done by a machine for a dollar, then an employer interested in maximizing profit will not offer more than a dollar per hour for that job.
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)
The combination of abundance and inequality challenges two worldviews, popular yet contradictory.
![](data:image/png;base64,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)
Both views have a kernel of truth,but the reality is more nuanced.
The rapid advancements of our digital tools are creating a wealth everseen before, but there is no economic law that guarantees that all workers, or even just a majority, will benefit from the aforementioned progress.
We could call it biased technical change in favor of talent.
In many sectors, the difference in wealth between the number one and the second has become an abyss.
The growing gaps in salaries between people with or without a degree and between owners of capital and workers have been ridiculed by even more massive changes and inequalities at the top.
As noted above, between 2002 and 2007 the top 1% made two-thirds of all profits of the US economy.
But who is this 1% made up of?
Economist Steven Kaplan of University of Chicago found that nearly everyone works in other industries: in the great means of communication and in entertainment, in sport and in studies as lawyers, or they are entrepreneurs and senior executives.
People can remain valuable knowledge workers in the new age of machines: ability to conceive, to recognize patterns in a broad context and complex
communication.
And, whenever possible, take advantage of learning in self-organized environments, who are reputed to be able to develop these skills in people.
If you don't go to universityClick to read ![](./images/book.png)
One of the strongest material evidence that confirms the fact that students are not acquiring the right skills is the work of sociologists Richard Arum and Josipa Roska summarized in their book Academically Adrift: Limited Learning on College Campuses.
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)
Arum and Roska used the Collegiate Learning Assessment (CLA), a test recently developed that college students must do in order to asses their critical thinking, written communication, problem solving, and analytical reasoning skills.
Even if the CLA takes place in front of a computer, it requires writing papers instead of giving a series of answers to multiple choice quizzes.
One of its main components is the “performance task”: it presents to students a set of accompanying documents and gives them ninety minutes to write an essay in which they must extract information from the materials given and develop a point of view or a recommendation.
In short, the performance task is a valid test on the skills of ideation, recognition of pattern and complex communication.
What explains these disappointing results? Arum, Roska and colleagues demonstrate that today's university students dedicate only 9% of their time to study (compared to 51% devoted to “socialization, recreation and more”), much less than in previous decades, and that only 42% reported having taken a course in the previous semester that required reading at least forty pages per week and to write at least twenty pages in total.
But the authors also find that in each college they surveyed some students demonstrate a noticeable improvement in CLA.
They are generally the ones who have spent more time studying (especially alone), who took courses that actually required a lot of reading and elaboration and had more demanding professors.
Arum, Roska and colleagues followed more than 2,300 students of a four-year degree program in several colleges and American universities. Their findings are alarming:
![](data:image/png;base64,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)
The average test progress after four years was quite limited.
Policy recommendationsClick to read ![](./images/book.png)
When technology advances too fast for education to stand up, the disparity usually grows.
Having realized this in the early years of the last century, the United States invested a lot in basic education.
Goldin reports that in 1955, for example, nearly 80% of American children between the ages of fifteen and nineteen were in high school, a level at the time more than double that in any European country.
Over the past half century this distinct US advantage in primary education has disappeared and today the country does not go beyond the core positions among rich countries, and even worse in some important subjects.
The most recent survey by the OECD's Program for International Student Assessment (PISA), the Organization for Economic Co-operation and Development, conducted in 2009, found that 15 years old Americans ranked
![](data:image/png;base64,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)
Support for our scientistsClick to read ![](./images/book.png)
After growing for a quarter of a century, in 2005 government and federal aid to basic academic research have begun to decline. This is causing some concern because the economy teaches that basic research has great positive repercussions. This trivial fact creates a role for the government, whose dividends could be huge.
The Internet, just to give a famous example, was born from the research of the ministry of the US Defense to set up bomb-proof networks.
GPS systems, touch screens, voice recognition software such as Apple's Siri and many other digital innovations also derive from government-funded basic research. It is quite logical to say that hardware, software, networks and robots would not exist in the volume, variety and form that we know without continuous public funds.
Long-term recommendationsClick to read ![](./images/book.png)
The element that will most likely change and that will bring problems and challenges is an aspect that we have not yet mentioned:
In today's capitalist economies almost everyone acquires the money to buy things by offering their jobs to the economy. We are almost all workers, not owners of capital.
However, if the theories about AI, androids and the Second Age of Machines are correct, this age-old exchange will become less feasible over time.
A good number of economists are concerned about this possible failure of capitalism.
Many of them have proposed the same solution: give money to people.
The government could distribute every year an equal amount of money to all citizens, without carrying out any evaluation to verify who really needs money or who should have more or less.
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Today the minimum income is not part of the official political debate but it has a surprisingly long history and was one step away from becoming a reality in twentieth century America.
An early proponent of him, the Anglo-American political activist Thomas Paine, in his 1797 pamphlet Agrarian Justice hoped that everyone would receive one lump sum once you reach adulthood to compensate the injustice of the fact that some were born into a landowning family and others did not.
Later supporters include the philosopher Bertrand Russell and the leader of the civil rights movement Martin Luther King Jr., who wrote in 1967:
“I am now convinced that the simplest strategy will prove to be the most effective. The solution to poverty is to abolish it directly with a measure today widely discussed: guaranteed income”.
The president who was elected that year, Republican Richard Nixon, tried to make it law throughout his first term.
In a 1969 speech he proposed a Family Assistance Plan which had several aspects of a minimum income programme.
This plan was supported by all ideological camps, but it also had a large and diverse group of protesters.
Conservative economist and Nobel Prize winner Milton Friedman disliked state interventions, yet he was in favor of what he called a “negative tax” to help the poor.
Here's how he explained it in a 1968 TV appearance:
“Under the present laws we have a positive income tax [...]. According to it, if you are the head of a family of four, for example, and have $ 3,000 in income, you do not pay taxes or receive any contribution. You are on the threshold of tax exemption. Imagine you have a income of 4000 dollars. Then you have a positive taxable income of 1000, on which at the current rates (14%) you pay $ 140 in tax. Imagine you have an income of $ 2,000 today. You are entitled to deductions and exemptions from a taxable amount of 3000, which on an income of 2000 means that you have a negative [...] taxable amount of $ 1000. But currently, under current regulations, you don’t take advantage of these unused deductions. The meaning of a negative tax is that, when your income is below the disability threshold, you get a fraction paid “by” the government. Receive money instead of giving it”.
The negative income tax combines the guaranteed minimum income with an incentive to work. Below the threshold of the example (which in 1968 was 3000 dollars but in 2013 would be 20,000), every dollar earned increases total income by one and half. This encourages people to start working and find different jobs, even though the pay they receive for it is low. It also encourages you to file your tax return and thus become a part of the classic and visible workforce.
BibliographyClick to read ![](./images/book.png)
1) Kurzweil R., The Age of Spiritual Machines, New York, Viking Press, 1999
2) Brynjolfsson E., McAfee A., La nuova rivoluzione delle macchine, Milano, Feltrinelli, 2015
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