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we've now developed autonomous vehicles using prediction — effectively predicting how a human would react under a certain set of driving conditions,\" he told "},{"type":"html","tag":"a","attribs":{"href":"https:\u002F\u002Fwww.cbc.ca\u002Fradio\u002Fthecurrent","target":"_blank"},"content":[{"type":"html","tag":"em","attribs":null,"content":[{"type":"text","content":"The Current's"}]}]},{"type":"text","content":" guest host Geoff Turner."}]},{"type":"html","tag":"p","attribs":null,"content":[{"type":"polopoly_image","attribs":{"localCaption":"Elderly residents copy Nao the robot — and his human helper — during an exercise class at a retirement home in Issy-les-Moulineaux, south of Paris, on April 23, 2015.","captionVisible":true,"size":"full"},"content":{"id":1665984,"sourceId":"1.4966186","url":"https:\u002F\u002Fi.cbc.ca\u002F1.4966186.1546618908!\u002FfileImage\u002FhttpImage\u002Fpar8156187.jpg","width":0,"height":0,"title":"Par8156187","description":"TO GO WITH AFP STORY by 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class="ad-risingstar-container"></div><div id="a11yNotification" class="a11y" role="alert" aria-live="polite">Robo-doctors? How AI could do jobs we once thought couldn't be automated | CBC Radio Loaded</div><main class="feed-content content" id="content"><div class="detail detailBody pageComponent"><div class="detailBodyContainer withSidebar"><div class="withFlex"><div class="detailMainCol sclt-storycontent" id="detailContent"><span class="detail-link-label sclt-storySectionLink"><a class="" href="/radio/thecurrent/the-current-for-january-4-2019-1.4964634"><span>The Current</span></a></span><h1 class="detailHeadline" lang="en" data-cy="detailHeadline">Robo-doctors? How AI could do jobs we once thought couldn't be automated</h1><div class="detailSummary">Machines have been doing physical work for years, and edging out human workers in the process. But as artificial intelligence advances, it's finding a foothold in professional fields that require human judgment and creative thinking. What does the future of automation really look like?</div><h2 class="deck" lang="en">Research has shifted to focus on 'prediction problems,' says professor</h2><div class="byline"><div class="bylineDetails">CBC Radio <span class="bullet"> · </span><time class="timeStamp" dateTime="2019-01-04T18:47:42.592Z">Posted: Jan 04, 2019 1:47 PM EST | Last Updated: January 4, 2019</time></div></div><div data-cy="storyWrapper"><figure class="imageMedia leadmedia-story full"><div class="placeholder"><img alt="" src="https://i.cbc.ca/1.4966184.1546618830!/fileImage/httpImage/image.jpg_gen/derivatives/16x9_780/par8156193-ai-robots-the-current.jpg" data-cy="leadmedia-story-img" fetchpriority="high"/></div><figcaption class="image-caption">Nao, a robot developed by French company Aldebaran Robotics and Belgian company Zora Robotics. The machine is programmed to interact with and entertain elderly people, but some experts say a future robot could one day provide more advanced care. (STEPHANE DE SAKUTIN/AFP/Getty Images)</figcaption></figure><div class="engagement-widgets"><div class="share"><h2 class="a11y">Social Sharing</h2><div class="viafoura"></div></div><div class="comment-count-container"></div></div><div class="story"><p><a href="https://www.cbc.ca/radio/thecurrent/the-current-for-january-4-2019-1.4964634/friday-january-4-2019-full-transcript-1.4966401#segment1">Read</a><a href="https://www.cbc.ca/radio/thecurrent/the-current-for-january-4-2019-1.4964634/friday-january-4-2019-full-transcript-1.4966401#segment2"> Story Transcript</a></p><p>A renaissance in artificial intelligence research has been driven by reimagining obstacles as "prediction problems," according to a professor and author.</p><p></p><p>"We never thought of driving as a prediction problem," said Ajay Agrawal, co-author of <em>Prediction Machines: The Simple Economics of Artificial Intelligence</em>.</p><div><ul class="similarLinks"><li class="similarListItem"><a class="similarLink" href="/radio/thecurrent/the-current-for-june-21-2018-1.4715519/this-pop-artist-used-artificial-intelligence-to-compose-an-entire-album-1.4715571" text="This pop artist used artificial intelligence to compose an entire album" flag="" data-contentid=""><span class="similarLinkText">This pop artist used artificial intelligence to compose an entire album</span></a></li></ul></div><div><ul class="similarLinks"><li class="similarListItem"><a class="similarLink" href="/radio/thecurrent/the-current-for-november-27-2017-1.4418695/would-you-let-your-kids-play-with-ai-robots-1.4418700" text="Would you let your kids play with AI robots?" flag="The Current" data-contentid=""><div class="label flag"><span class="labelText">The Current</span></div><span class="similarLinkText">Would you let your kids play with AI robots?</span></a></li></ul></div><p></p><p>"But we've now developed autonomous vehicles using prediction — effectively predicting how a human would react under a certain set of driving conditions," he told <a href="https://www.cbc.ca/radio/thecurrent" target="_blank"><em>The Current's</em></a> guest host Geoff Turner.</p><div><figure class="imageMedia image full"><div class="placeholder"><img loading="lazy" srcSet="https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_300/par8156187.jpg 300w,https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_460/par8156187.jpg 460w,https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_620/par8156187.jpg 620w,https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_780/par8156187.jpg 780w,https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_1180/par8156187.jpg 1180w" sizes="(max-width: 300px) 300px,(max-width: 460px) 460px,(max-width: 620px) 620px,(max-width: 780px) 780px,(max-width: 1180px) 1180px" src="https://i.cbc.ca/1.4966186.1546618908!/fileImage/httpImage/image.jpg_gen/derivatives/original_780/par8156187.jpg" style="aspect-ratio:1.5656565656565657" data-cy="image-img"/></div><figcaption class="image-caption">Elderly residents copy Nao the robot — and his human helper — during an exercise class at a retirement home in Issy-les-Moulineaux, south of Paris, on April 23, 2015. (STEPHANE DE SAKUTIN/AFP/Getty Images)</figcaption></figure></div><p></p><p>That shift has allowed artificial intelligence to gain a foothold in professional fields such as medicine and law, he added, which were previously "viewed as white-collar professionals who were doing things that couldn't be automated."</p><p></p><p>"We are starting to automate them because we can reformulate the thing they're doing as a production problem."</p><p></p><p></p><p></p><p>To discuss how artificial intelligence is being deployed in new areas of human work, Turner spoke to:</p><ul> <li>Benjamin Alarie, the Osler chair in business law at the University of Toronto, and the co-founder of tech start-up Blue J Legal, which develops software to help lawyers analyze case history.</li> <li>Ajay Agrawal, professor at the Rotman School of Management at the University of Toronto, and founder of the Creative Destruction Lab, an incubator for science-based companies. </li> </ul><p><strong>Click 'listen' near the top of this page to hear the full conversation.</strong></p><hr/><p><em>Written by Padraig Moran. Produced by Julie Crysler.</em></p><p></p></div></div><div class="relatedlinks" data-feature-name="link" data-feature-instance="related-link"><h2 class="title-reUIw">More from this episode</h2><ul class="relatedList"><li class="relatedListItem"><a class="relatedLink" href="/radio/thecurrent/the-current-for-january-4-2019-1.4964634/smear-campaign-during-election-highlights-wild-wild-west-of-social-media-toronto-councillor-says-1.4964665"> 'Smear campaign' during election highlights 'wild, wild west' of social media, Toronto councillor says</a></li><li class="relatedListItem"><a class="relatedLink" href="/radio/thecurrent/the-current-for-november-13-2018-1.4902679/meet-the-kenyan-woman-urging-village-elders-to-abandon-female-genital-mutilation-1.4903434"> Meet the Kenyan woman urging village elders to abandon female genital mutilation</a></li><li class="relatedListItem"><a class="relatedLink" 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