A wrecking ball is coming for the labour market, analysts warn. As computer-processing power doubles each year and machines learn from their mistakes, sources say the upcoming federal budget will examine the potential of artificial intelligence to disrupt industries, politics, and entire societies.
It香蕉视频直播檚 been mostly blue-collar workers hit so far, but white-collar jobs are next, a research project at Oxford University concluded in 2013. It said 47 per cent of jobs risk being automated.
They found the most at-risk jobs involve repetitive tasks, like telemarketing, tax-preparing, and insurance underwriting. The safest jobs involved unpredictability and interpersonal skills 芒鈧憬妒悠抵辈 sparing psychologists, surgeons and social workers from labour香蕉视频直播檚 endangered-species list.
A newer study offers a more nuanced view.
McKinsey researchers argued this January that it香蕉视频直播檚 not careers being wiped out 香蕉视频直播� just individual tasks. They concluded nearly half of human tasks will be supplanted by machines within a 20-to-50-year range.
The report concludes 60 million U.S. jobs face some automation and predicts a change as drastic as the shift from an agriculture-based economy into the 20th century.
In the last shift, jobs moved to manufacturing. It香蕉视频直播檚 not clear yet what employment might pick up the slack next time.
Here are examples from different fields:
The Arts
A symphony composed by a computer was performed by London香蕉视频直播檚 Symphony Orchestra. Programmers from Spain created software that composed a piece in just eight minutes. It might sound gratingly atonal to some ears; a BBC reviewer called it delightful. There香蕉视频直播檚 also painting. With a bit of code and a 3D printer, computers can produce masterpieces. They can香蕉视频直播檛 create their own style 香蕉视频直播� yet. But they can imitate Van Gogh or Rembrandt香蕉视频直播檚 style. They draw, too 香蕉视频直播� a program called AARON has had pieces in museums around the world. They are amazing book editors: Wired magazine recently ran a piece about how algorithms can predict with 80 per cent accuracy whether a book will be a mega-bestseller, based on textual data like the age and sex of the protagonist; how many times the word 香蕉视频直播渘eed,香蕉视频直播� appears; how few exclamation marks appear; and the ratio of dogs-versus-cats. Wired香蕉视频直播檚 piece was titled 香蕉视频直播淎lgorithms Could Save Book Publishing, But Ruin Novels.香蕉视频直播�
Painters 香蕉视频直播� the other kind: Artificial intelligence researcher, tech entrepreneur, and Stanford lecturer Jerry Kaplan says technology already exists to paint houses with drones. It香蕉视频直播檚 like a snapshot of the overall labour challenge. Many painting jobs might disappear; but an individual entrepreneur could get rich dropping off robot-workers at multiple job sites. 香蕉视频直播淭he technologies required to do this are available now. It香蕉视频直播檚 simply a matter of some resourceful entrepreneur making it happen,香蕉视频直播� Kaplan writes in his book 香蕉视频直播淗umans Need Not Apply.香蕉视频直播�
Trucking, driving, transport
If you thought the collapse of steel and coal jobs was disruptive in the U.S. 香蕉视频直播� look out. Truck drivers are far more common, with 3.5 million in the U.S. alone. Many of these jobs could disappear. Mining giant Rio Tinto has been testing self-driving trucks for years on its sites. It loves the results. The company says: 香蕉视频直播淲hile human drivers require regular breaks, the (automated) trucks can run almost 24 hours a day, 365 days a year, stopping only for refuelling and maintenance. Since 2008, the autonomous fleet has outperformed the manned fleet by an average of 14 per cent, and reduced load and haul operating costs by up to 13 per cent.香蕉视频直播� A similar upheaval could occur in city transport 香蕉视频直播� those same Uber drivers who disrupted taxi jobs face disruption themselves. Uber is among several companies testing driverless technology. It香蕉视频直播檚 already lobbying policy-makers for favourable driverless regulations. A new report says its tests show humans frequently need to intervene, but such panic moments decreased from week to week. Researchers predict this technology will help: saving lives with fewer accidents; saving disposable income as people forego car purchases and hop into roving pods instead; saving urban space to convert parking spots to housing 香蕉视频直播� and killing lots of jobs in the process.
Stock trading
Machines speed-read through fields of data to find patterns humans can香蕉视频直播檛 detect. In his book, Kaplan refers to one data point as an example: how many phone-card sales there are around certain African farming villages, as an early indicator of crop production. That香蕉视频直播檚 because more crops mean farmers call more buyers. In his book, 香蕉视频直播淩ise of the Robots,香蕉视频直播� Martin Ford says that despite a years-long bull market, far fewer brokers worked on Wall Street in 2013 than 2000.
Prostitution
Many would celebrate the disappearance of this ancient profession. But the alternative might nonetheless strike them as creepy. Kaplan writes: 香蕉视频直播淵ou香蕉视频直播檇 think prostitution might be a job requiring a human touch. It may be illegal in most of the United States, but sex toys aren香蕉视频直播檛. And they are about to take an entirely new form.香蕉视频直播� Companies like TrueCompanion are developing interactive sex dolls, named Roxxxy and Rocky. The company founder worked in AI at Bell Labs. Its website promises: 香蕉视频直播淵our sex robot will also be able to talk, listen, carry on a conversation, feel your touch and be your true friend.香蕉视频直播�
Medicine
Remember that IBM machine that beat a Jeopardy champion? It香蕉视频直播檚 now studying medicine. IBM says Watson can sift 200 million pages of data, analyse it, and offer a diagnosis within three seconds. Surgeons won香蕉视频直播檛 be replaced any time soon. But the risks are greater for people reading X-rays, or gathering symptoms in a general checkup. IBM isn香蕉视频直播檛 alone. The Mayo Clinic trained a network to diagnose an esophagal disease, found it accurate 99 per cent of the time and saved half the test subjects from having a needless surgery.
Agriculture
It employed about 80 per cent of the U.S. workforce in the mid-1800s, less than 40 per cent by the 1920s, about two per cent by 2000, and it香蕉视频直播檚 inching closer to zero. Ford writes about projects where robots pick touch-sensitive fruits 香蕉视频直播� like grapes in France, and strawberries in Japan. They use brute force in California to shake almonds off a tree instead of picking them.
Journalism
It香蕉视频直播檚 a perfect example of the phenomenon McKinsey described: Some storytelling forms might be easily automated, others not. If you write about sports scores or stock-market performance, machines can already read stats and churn out readable copy. Yet McKinsey香蕉视频直播檚 study finds that on a scale of zero to one, journalism is among the least automatable professions at 0.11. Oxford also places it in a robot-free sphere. Some techies disagree. Wired magazine asked the co-founder of language-generation software Narrative Science what percentage of news would be written by computers in 15 years. His reply: 香蕉视频直播淢ore than 90 per cent.香蕉视频直播�
Alexander Panetta, The Canadian Press
