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The odds that artificial intelligence will enslave or eliminate humankind within the next decade or so are thankfully slim. So concludes a major report from Stanford University on the social and economic implications of artificial intelligence.

At the same time, however, the report concludes that AI looks certain to upend huge aspects of everyday life, from employment and education to transportation and entertainment. More than 20 leaders in the fields of AI, computer science, and robotics coauthored the report. The analysis is significant because the public alarm over the impact of AI threatens to shape public policy and corporate decisions.

It predicts that automated trucks, flying vehicles, and personal robots will be commonplace by 2030, but cautions that remaining technical obstacles will limit such technologies to certain niches. It also warns that the social and ethical implications of advances in AI, such as the potential for unemployment in certain areas and likely erosions of privacy driven by new forms of surveillance and data mining, will need to be open to discussion and debate.

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Americans believe in the importance of a good day’s work. And so it’s understandable that the prospect of a universal basic income (UBI), in which the government would issue checks to cover the basic costs of living, rubs some people the wrong way. Writing in The Week in 2014, Pascal-Emmanuel Gobry envisions a UBI dystopia in which “millions of people” are “listing away in socially destructive idleness,” with “the consequences of this lost productivity reverberating throughout the society in lower growth and, probably, lower employment.”

This is a reasonable concern. After all, the most successful anti-poverty programs in the US thus far, such as the Earned Income Tax Credit, have been carefully designed to promote work –not enable people to avoid it. But based on the evidence we have so far, there’s little reason to believe that a UBI would lead people to abandon work in droves. And even if some people did indeed opt to give up their day jobs, society might wind up reaping untold rewards from their free time in the long run.

Back in the 1960s and 1970s, the US and Canada were seriously considering the possibility of instating a UBI. During that time, the US government commissioned a series of experiments across six states to study the effects of guaranteed income, particularly its effects on work. The Canadian government introduced a similar experiment in the town of Dauphin.

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In the US during the early 2000s there was an old political term for low skilled jobs, politicians called these jobs “the jobs that no one in America wanted.” Well, we now can start seeing the slogan by politicians as “the jobs that Robots can do for free.”


The focus of automation in farming has shifted from assisting humans to replacing them.

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The average age of Japanese farmers is 67. Across all developed countries, the average age of growers is 60. Robotics and automation technologies are just now reaching the stage where agricultural robots can replace human farmers for many or most crop growing tasks.

And, AI gets a new Spin.


From time to time, the Singularity Hub editorial team unearths a gem from the archives and wants to share it all over again. It’s usually a piece that was popular back then and we think is still relevant now. This is one of those articles. It was originally published April 1, 2015. We hope you enjoy it!

Many experts studying the topic of automation believe that the current rate of advancement is leading us into a future with fewer and fewer available jobs.

People are concerned about how AI and robotics are taking jobs and destroying livelihoods… reducing our earning capacity, and subsequently destroying the economy.

In anticipation, countries like Canada, India and Finland are running experiments to pilot the idea of “universal basic income” — the unconditional provision of a regular sum of money from the government to support livelihood independent of employment.

But what people aren’t talking about, and what’s getting my attention, is a forthcoming rapid demonetization of the cost of living.

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Powered by developments in exponential technologies, the cost of housing, transportation, food, health care, entertainment, clothing, education and so on will fall, eventually approaching, believe it or not, zero.


People are concerned about how AI and robotics are taking jobs, destroying livelihoods, reducing our earning capacity, and subsequently destroying the economy.

In anticipation, countries like Canada, India and Finland are running experiments to pilot the idea of “universal basic income” — the unconditional provision of a regular sum of money from the government to support livelihood independent of employment.

But what people aren’t talking about, and what’s getting my attention, is a forthcoming rapid demonetization of the cost of living.

There are three buckets.

There are three buckets of jobs right now, and each one will be affected by artificial intelligence. So says Clara Shih, CEO of Hearsay Social and a director with Starbucks, during a conversation on Tuesday at Fortune Brainstorm Tech in Colorado.

The first bucket, Shih says, are the jobs that almost certainly will disappear as AI and machine learning technologies continue to evolve and become more prevalent. This includes things like drivers (thanks to autonomous vehicles), lower-skilled manufacturing jobs (humans out, robots in), and certain research functions (paralegals, etc.).

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Good work by Microsoft.


Autism is a spectrum disorder, meaning not all people that meet the classification have identical behaviors. Some of these folks are very functional, while others may struggle more to socialize, or not be able to hold jobs.

According to Microsoft, 85 percent of those with Autism do not hold full-time employment. This is unfortunate, as some of those with the classification are likely falling through the cracks — capable of work, but not equipped. Luckily, the Windows-maker, in association with CASPA and Dennis Publishing, is aiming to change this with some unlikely tools — the BBC Micro Bit and HTC Vive virtual reality solution.