Connect with us

The future of the US workforce will rely on AI, but don’t count human workers out just yet



Artificial intelligence has replaced many skills in recent years – including the skills needed to do some human jobs.

The tech revolution has not gone unnoticed by American workers. A 2018 Gallup poll revealed that 70% of Americans believe AI will eliminate more jobs than it creates.

Democratic presidential candidate Andrew Yang has sounded the alarm, raising the prospect that millions are at risk for long-term joblessness.


I’m an expert on labor markets in the U.S., and I believe that AI will undoubtedly change the future of U.S. labor – but Yang is also exaggerating the impact AI will have on the workforce.

The solution to job loss sparked by automation lies less in Yang’s guaranteed income proposal, and more in reskilling the labor force, a process that would involve educating workers to do the jobs a more automated economy will require.

Growing industries

MIT economist Frank Levy has noted that AI generally automates parts of occupations rather than the whole job.

For example, people process information at work, while computers can only execute instructions. Even jobs that have shrunk because of automation include components that require human judgment.

This is why there are still occupations like customer service agents, even as automated processes have learned to handle many routine transactions.


Predictive models, which lie at the heart of AI, are never right all the time. Incidents that fall outside the boundaries of ordinary or routine decisions – for example, legal cases – have to be handled by people who can make complex decisions.

This means that low-skill jobs, the ones that can truly be replaced because they follow the same routines, are likely to disappear, while middle- and high-skill jobs are likely to grow.

But the results are not always easy to predict. For example, many bank tellers have been replaced by ATMs. But this development has lowered the cost of running a bank branch so profoundly that banks are sprouting on every corner in most major cities.


As a result of these two countervailing forces, the number of tellers has actually stayed roughly constant since the invention of the ATM, mainly because they were needed to service the nonroutine aspects of customer service in a growing number of branches.

Who’s at risk?

Economists who study AI often underplay the gravity of the jobs losses it will create because they tend to look at the big picture.


Overall, new technology usually increases the demand for labor because it spurs growth. But for single-industry regions like Detroit with its auto factories or Appalachia with its coal mines, the big picture is little comfort.

Positive economic growth across the country – reflected in national trends – does not pay the bills for auto workers on the assembly line who have been replaced by robots. If they haven’t had the opportunity to become an expert in robot repair, they may have a hard time.

Yang – who believes that reskilling does not work – argues that the government should give every American US$1,000 a month so that they have time to ponder the right path.


Another presidential candidate, Sen. Elizabeth Warren, argues that Yang’s plan is a form of social security, and I believe she’s right. Giving people money works well for those who can no longer manage to work, but isn’t the right solution for people who need to remain in the workforce.

Instead, U.S. officials need to build ladders to middle-skill jobs that are growing rapidly. Institutes of higher education need to create certificates for technical courses so that current workers do not become obsolete.

Reskilling the workforce

Education is not an enterprise that should end after school.

Accommodating change in the labor market means continuous training. Educational institutions that complement classroom learning, which creates general skills, with shop floor experience, which generates firm-specific skills, forge a valuable combination.


That’s what the Germans learned decades ago when they created their “dual education” system that combines rigorous classroom training with apprenticeships on the shop floor.

That fusion has produced the world’s best-trained labor force in hundreds of occupations ranging from manufacturing to nursing. Rigorous national examinations in all those occupations certify just how much an apprentice knows and can do on the shop floor.

Although the U.S. pursued a similar path during World War II, most companies later abandoned it, mainly because employers were not willing to commit the kind of resources in the form of in-house training that the Germans willingly provide.

Investing in these forms of training will not happen just by giving people an allowance. Reskilling necessitates a federal and state investment as well as employer buy-in of the kind German companies are making.


Reskilling is not an inexpensive proposition. In 2010, the federal government, states and municipalities spent 7.2 billion euros – over $9 billion at 2010 exchange rates – on vocational education and training in Germany.

But I see it as the only sensible solution to keep workers – whether new to the labor force or experienced and determined to avoid technical obsolescence – ahead of automation, productively employed in the industries of the future and able to take care of themselves.

[ You respect facts and expertise. So do The Conversation’s authors and editors. You can read us daily by subscribing to our newsletter. ]The Conversation

Katherine Newman, Interim Chancellor and Torrey Little Professor of Sociology, University of Massachusetts Boston

This article is republished from The Conversation under a Creative Commons license. Read the original article.


Report typos and corrections to: [email protected].
Continue Reading


Tulsa man shot for making ‘racial derogatory remark’ to random passerby — after being stabbed for the same thing



According to Tulsa police, a man has been hospitalized after being shot in the back after using a "racial derogatory remark" to another man he encountered while walking home, a local ABC affiliate reports.

No one has been arrested for the crime. Speaking to police, the victim's girlfriend said this was the second time he's been attacked for using racist remarks, the first time being when he was stabbed by someone he racially insulted.

Watch Tulsa 8's report on the story below:

Continue Reading

Breaking Banner

DOJ argues Congress can’t stop Trump Org from taking foreign payments — despite Constitution’s emoluments clause



The so-called emoluments clause has been the center of a case that many legal scholars have been making that President Donald Trump is regularly violating the Constitution by continuing to accept payments from foreign governments via his businesses.

The Washington Post reports that an attorney from the Trump Department of Justice argued on Monday that the emoluments clause doesn't actually prevent Trump from accepting payments from foreign governments, even though the clause specifically states that "no person holding any office of profit or trust under them, shall, without the consent of the Congress, accept of any present, emolument, office, or title, of any kind whatever, from any King, Prince, or foreign State."

Continue Reading


Trump unleashes yet another maddening scandal as he opens the door to Saudi Arabian interference



I don’t often talk about how mad I am. I don’t often talk about how mad I am, because talking often about how mad I am prevents me from speaking clearly and rationally. I want to speak clearly and rationally. There is so much need for speaking clearly and rationally amid the endless streams of waste and filth polluting our public discourse.

This article was originally published at The Editorial Board

But I can’t speak clearly and rationally at the expense of morality. Morality often begins with a feeling. The Gospels tell us of Jesus looking on the poor—he could hear and smell their misery—and he was “moved with pity.” But another way of putting it, another way of translating ?????????????, is that the rabbi felt compassion “in his guts.

Continue Reading