{"id":5119,"date":"2020-02-05T13:13:15","date_gmt":"2020-02-05T18:13:15","guid":{"rendered":"https:\/\/solutionsreview.com\/business-intelligence\/?p=5119"},"modified":"2020-02-05T14:04:25","modified_gmt":"2020-02-05T19:04:25","slug":"ai-and-machine-learning-ted-talks","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/","title":{"rendered":"The 17 Best AI and Machine Learning TED Talks for Practitioners"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5142\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg\" alt=\"The 17 Best AI and Machine Learning TED Talks for Practitioners\" width=\"800\" height=\"400\" srcset=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg 800w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02-406x203.jpg 406w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02-768x384.jpg 768w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02-540x270.jpg 540w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02-162x81.jpg 162w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02-360x180.jpg 360w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p style=\"text-align: justify\"><em><strong>The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field.<\/strong><\/em><\/p>\n<p style=\"text-align: justify\">TED Talks are influential videos from expert speakers in a variety of verticals. TED began in 1984 as a conference where Technology, Entertainment and Design converged, and today covers almost all topics \u2014 from business to technology to global issues \u2014 in more than 110 languages. TED is building a clearinghouse of free knowledge from the world&#8217;s top thinkers, and their library of videos is expansive and rapidly growing.<\/p>\n<p style=\"text-align: justify\">Solutions Review has curated this list of AI and machine learning TED talks to watch if you are a practitioner in the field. Talks were selected based on relevance, ability to add business value, and individual speaker expertise. We&#8217;ve also curated TED talk lists for topics like <a href=\"https:\/\/solutionsreview.com\/business-intelligence\/data-visualization-ted-talks\/\" target=\"_blank\" rel=\"noopener noreferrer\">data visualization<\/a> and <a href=\"https:\/\/solutionsreview.com\/data-management\/big-data-ted-talks\/\" target=\"_blank\" rel=\"noopener noreferrer\">big data<\/a>.<\/p>\n<div class=\"widget\"><div class=\"aside-card\">\t\t\t<div class=\"textwidget\"><p><a class=\"speedbump\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/get-a-free-business-intelligence-software-buyers-guide\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2880 size-full\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/BI_BG_SB_800.gif\" alt=\"Download Link to Business Intelligence &amp; Data Analytics Buyer's Guide\" width=\"800\" height=\"100\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/erik_brynjolfsson_the_key_to_growth_race_with_the_machines?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>The key to growth? Race with the machines &#8211; Erik Brynjolfsson, TED2013<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Erik Brynjolfsson: The key to growth? Race with the machines\" src=\"https:\/\/embed.ted.com\/talks\/erik_brynjolfsson_the_key_to_growth_race_with_the_machines\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Erik Brynjolfsson is the director of the <a href=\"https:\/\/ebusiness.mit.edu\/Research\/\" target=\"_blank\" rel=\"noopener noreferrer\">MIT Center for Digital Business<\/a> and a research associate at the <a href=\"https:\/\/www.nber.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">National Bureau of Economic Research<\/a>. He asks how IT affects organizations, markets and the economy. His books include <a href=\"https:\/\/amzn.to\/2Sn3jCy\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Wired for Innovation<\/em><\/a> and <a href=\"https:\/\/amzn.to\/2UqJo8n\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Race Against the Machine<\/em><\/a>. Brynjolfsson was among the first researchers to measure the productivity contributions of information and community technology (ICT) and the complementary role of organizational capital and other intangibles.<\/p>\n<p>In this talk, Brynjolfsson argues that machine learning and intelligence are not the end of growth &#8212; it\u2019s simply the growing pains of a radically reorganized economy. A riveting case for why big innovations are ahead of us if we think of computers as our teammates. Be sure to watch the <a href=\"https:\/\/www.ted.com\/talks\/robert_gordon_the_death_of_innovation_the_end_of_growth\" target=\"_blank\" rel=\"noopener noreferrer\">opposing viewpoint from Robert Gordon<\/a>.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/jeremy_howard_the_wonderful_and_terrifying_implications_of_computers_that_can_learn?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>The wonderful and terrifying implications of computers that can learn &#8211; Jeremy Howard, TEDxBrussels<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Jeremy Howard: The wonderful and terrifying implications of computers that can learn\" src=\"https:\/\/embed.ted.com\/talks\/jeremy_howard_the_wonderful_and_terrifying_implications_of_computers_that_can_learn\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p>Jeremy Howard is the CEO of\u00a0<a href=\"https:\/\/www.enlitic.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Enlitic<\/a>, an advanced machine learning company in San Francisco. Previously, he was the president and chief scientist at\u00a0<a href=\"https:\/\/www.kaggle.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kaggle<\/a>, a community and competition platform of over 200,000 data scientists. Howard is a faculty member at\u00a0<a href=\"https:\/\/singularityu.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Singularity University<\/a>, where he teaches data science. He is also a Young Global Leader with the World Economic Forum, and spoke at the World Economic Forum Annual Meeting 2014 on <em><a href=\"https:\/\/www.youtube.com\/watch?v=74xPTVQx0Lc\" target=\"_blank\" rel=\"noopener noreferrer\">Jobs for the Machines<\/a><\/em>.<\/p>\n<p style=\"text-align: justify\">Technologist Jeremy Howard shares some surprising new developments in the fast-moving field of deep learning, a technique that can give computers the ability to learn Chinese, or to recognize objects in photos, or to help think through a medical diagnosis.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/nick_bostrom_what_happens_when_our_computers_get_smarter_than_we_are?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>What happens when our computers get smarter than we are? &#8211; Nick Bostrom, TED2015<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Nick Bostrom: What happens when our computers get smarter than we are?\" src=\"https:\/\/embed.ted.com\/talks\/nick_bostrom_what_happens_when_our_computers_get_smarter_than_we_are\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Nick Bostrom is a professor at the Oxford University, where he heads the\u00a0<a href=\"https:\/\/www.fhi.ox.ac.uk\/\" target=\"_blank\" rel=\"noopener noreferrer\">Future of Humanity Institute<\/a>, a research group of mathematicians, philosophers and scientists tasked with investigating the big picture for the human condition and its future. Bostrom was honored as one of\u00a0<em>Foreign Policy<\/em>&#8216;s 2015\u00a0<a href=\"https:\/\/2015globalthinkers.foreignpolicy.com\/?utm_source=Sailthru&amp;utm_medium=email&amp;utm_campaign=New%20Campaign&amp;utm_term=Flashpoints#!advocates\/detail\/bostrom\" target=\"_blank\" rel=\"noopener noreferrer\">Global Thinkers<\/a>. His book\u00a0<a href=\"https:\/\/amzn.to\/31u1gRx\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Superintelligence<\/em><\/a>\u00a0advances the ominous idea that &#8220;the first ultraintelligent machine is the last invention that man need ever make.&#8221;<\/p>\n<p style=\"text-align: justify\">In this talk, Nick Bostrom calls machine intelligence &#8220;the last invention that humanity will ever need to make.&#8221; Bostrom asks us to think hard about the world we&#8217;re building right now, driven by thinking machines. Will our smart machines help to preserve humanity and our values &#8212; or will they have values of their own?<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How we&#8217;re teaching computers to understand pictures &#8211; Fei-Fei Li, TED2015<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Fei-Fei Li: How we&#039;re teaching computers to understand pictures\" src=\"https:\/\/embed.ted.com\/talks\/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Li\u2019s work with neural networks and computer vision (with Stanford\u2019s Vision Lab) marks a significant step forward for AI research, and could lead to applications ranging from more intuitive image searches to robots able to make autonomous decisions in unfamiliar situations. Fei-Fei was honored as one of\u00a0<em>Foreign Policy<\/em>&#8216;s 2015<a href=\"https:\/\/2015globalthinkers.foreignpolicy.com\/?utm_source=Sailthru&amp;utm_medium=email&amp;utm_campaign=New%20Campaign&amp;utm_term=Flashpoints#!challengers\/detail\/li-russakovsky-summers-ghadiyali-robyn\" target=\"_blank\" rel=\"noopener noreferrer\">\u00a0Global Thinkers<\/a>.<\/p>\n<p style=\"text-align: justify\">This talk digs into how computers are getting smart enough to identify simple elements. Computer vision expert Fei-Fei Li describes the state of the art &#8212; including the database of 15 million photos her team built to &#8220;teach&#8221; a computer to understand pictures &#8212; and the key insights yet to come.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/anthony_goldbloom_the_jobs_we_ll_lose_to_machines_and_the_ones_we_won_t?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>The jobs we&#8217;ll lose to machines \u2014 and the ones we won&#8217;t &#8211; Anthony Goldbloom, TED2016<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Anthony Goldbloom: The jobs we&#039;ll lose to machines -- and the ones we won&#039;t\" src=\"https:\/\/embed.ted.com\/talks\/anthony_goldbloom_the_jobs_we_ll_lose_to_machines_and_the_ones_we_won_t\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Anthony Goldbloom is the co-founder and CEO of\u00a0<a href=\"https:\/\/www.kaggle.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kaggle<\/a>. Kaggle hosts machine learning competitions, where data scientists download data and upload solutions to difficult problems. Kaggle has a community of over 600,000 data scientists. In 2011 and 2012,\u00a0<em>Forbes<\/em>\u00a0named Anthony one of the 30 under 30 in technology; in 2013 the\u00a0<em>MIT Tech Review<\/em>\u00a0named him one of top 35 innovators under the age of 35, and the University of Melbourne awarded him an Alumni of Distinction Award.<\/p>\n<p style=\"text-align: justify\">This talk by Anthony Goldbloom describes some of the current use cases for machine learning, far beyond simple tasks like assessing credit risk and sorting mail.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/zeynep_tufekci_machine_intelligence_makes_human_morals_more_important?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Machine intelligence makes human morals more important &#8211; Zeynep Tufekci, TEDSummit<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Zeynep Tufekci: Machine intelligence makes human morals more important\" src=\"https:\/\/embed.ted.com\/talks\/zeynep_tufekci_machine_intelligence_makes_human_morals_more_important\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Tufekci is a contributing opinion writer at the\u00a0<a href=\"https:\/\/www.nytimes.com\/column\/zeynep-tufekci\" target=\"_blank\" rel=\"noopener noreferrer\"><em>New York Times<\/em><\/a>, an associate professor at the School of Information and Library Science at University of North Carolina, Chapel Hill, and a faculty associate at Harvard&#8217;s Berkman Klein Center for Internet and Society. Her book,\u00a0<a href=\"https:\/\/amzn.to\/3995JLW\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Twitter and Tear Gas<\/em><\/a> was published in 2017 by Yale University Press.<\/p>\n<p style=\"text-align: justify\">Machine intelligence is here, and we&#8217;re already using it to make subjective decisions. But the complex way AI grows and improves makes it hard to understand and even harder to control. In this cautionary talk, techno-sociologist Zeynep Tufekci explains how intelligent machines can fail in ways that don&#8217;t fit human error patterns &#8212; and in ways we won&#8217;t expect or be prepared for.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/tim_leberecht_4_ways_to_build_a_human_company_in_the_age_of_machines?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>4 ways to build a human company in the age of machines &#8211; Tim Leberecht, TEDSummit<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Tim Leberecht: 4 ways to build a human company in the age of machines\" src=\"https:\/\/embed.ted.com\/talks\/tim_leberecht_4_ways_to_build_a_human_company_in_the_age_of_machines\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">In his book\u00a0<a href=\"https:\/\/amzn.to\/2Utccxi\" target=\"_blank\" rel=\"noopener noreferrer\"><em>The Business Romantic<\/em><\/a>, Tim Leberecht invites us to rediscover romance, beauty and serendipity by designing products, experiences, and organizations that &#8220;make us fall back in love with our work and our life.&#8221; The book inspired the creation of the <a href=\"https:\/\/thebusinessromanticsociety.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Business Romantic Society<\/a>, a global collective of artists, developers, designers and researchers who share the mission of bringing beauty to business.<\/p>\n<p style=\"text-align: justify\">In this talk, Tim Leberecht makes the case for a new radical humanism in a time of artificial intelligence and machine learning. For the self-described &#8220;business romantic,&#8221; this means designing organizations and workplaces that celebrate authenticity instead of efficiency and questions instead of answers. Leberecht proposes four principles for building beautiful organizations.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/grady_booch_don_t_fear_superintelligent_ai?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Don&#8217;t fear superintelligent AI &#8211; Grady Booch, TED@IBM<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Grady Booch: Don&#039;t fear superintelligent AI\" src=\"https:\/\/embed.ted.com\/talks\/grady_booch_don_t_fear_superintelligent_ai\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Grady Booch is Chief Scientist for Software Engineering as well as Chief Scientist for Watson\/M at IBM Research, where he leads IBM&#8217;s research and development for embodied cognition. Having originated the term and the practice of object-oriented design, he is best known for his work in advancing the fields of software engineering and software architecture.<\/p>\n<p style=\"text-align: justify\">Grady Booch allays our worst (sci-fi induced) fears about superintelligent computers by explaining how we&#8217;ll teach, not program, them to share our human values. Rather than worry about an unlikely existential threat, he urges us to consider how artificial intelligence will enhance human life.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/tom_gruber_how_ai_can_enhance_our_memory_work_and_social_lives?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How AI can enhance our memory, work and social lives &#8211; Tom Gruber, TED2017<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Tom Gruber: How AI can enhance our memory, work and social lives\" src=\"https:\/\/embed.ted.com\/talks\/tom_gruber_how_ai_can_enhance_our_memory_work_and_social_lives\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\"><a href=\"https:\/\/tomgruber.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tom Gruber<\/a>\u00a0is a product designer, entrepreneur, and AI thought leader who uses technology to augment human intelligence. He was co-founder, CTO, and head of design for the team that created the\u00a0Siri virtual assistant. \u00a0At Apple for over 8 years, Tom led the Advanced Development Group that designed and prototyped new capabilities for products that bring intelligence to the interface.<\/p>\n<p style=\"text-align: justify\">This talk introduces the idea of Humanistic AI. He shares his vision for a future where AI helps us achieve superhuman performance in perception, creativity and cognitive function \u2014 from turbocharging our design skills to helping us remember everything we\u2019ve ever read. The idea of an AI-powered personal memory also extends to relationships, with the machine helping us reflect on our interactions with people over time.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/stuart_russell_3_principles_for_creating_safer_ai?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>3 principles for creating safer AI &#8211; Stuart Russell, TED2017<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Stuart Russell: 3 principles for creating safer AI\" src=\"https:\/\/embed.ted.com\/talks\/stuart_russell_3_principles_for_creating_safer_ai\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Stuart Russell is a professor (and formerly chair) of Electrical Engineering and Computer Sciences at University of California at Berkeley. His book\u00a0<a href=\"https:\/\/amzn.to\/2Srjdfs\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Artificial Intelligence: A Modern Approach<\/em><\/a> (with Peter Norvig) is the standard text in AI; it has been translated into 13 languages and is used in more than 1,300 universities in 118 countries. He also works for the United Nations, developing a new global seismic monitoring system for the nuclear-test-ban treaty.<\/p>\n<p style=\"text-align: justify\">His talk centers around the question of whether we can harness the power of superintelligent AI while also preventing the catastrophe of robotic takeover. As we move closer toward creating all-knowing machines, AI pioneer Stuart Russell is working on something a bit different: robots with uncertainty. Hear his vision for human-compatible AI that can solve problems using common sense, altruism and other human values.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/pratik_shah_how_ai_is_making_it_easier_to_diagnose_disease?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How AI is making it easier to diagnose disease &#8211; Pratik Shah, TEDGlobal2017<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Pratik Shah: How AI is making it easier to diagnose disease\" src=\"https:\/\/embed.ted.com\/talks\/pratik_shah_how_ai_is_making_it_easier_to_diagnose_disease\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Dr. Pratik Shah&#8217;s research creates novel intersections between engineering, medical imaging, machine learning, and medicine to improve health and diagnose and cure diseases. Research topics include: medical imaging technologies using unorthodox artificial intelligence for early disease diagnoses; novel ethical, secure and explainable artificial intelligence based digital medicines and treatments; and point-of-care medical technologies for real world data and evidence generation to improve public health.<\/p>\n<p style=\"text-align: justify\">TED Fellow Pratik Shah is working on a clever system to do just that. Using an unorthodox AI approach, Shah has developed a technology that requires as few as 50 images to develop a working algorithm &#8212; and can even use photos taken on doctors&#8217; cell phones to provide a diagnosis. Learn more about how this new way to analyze medical information could lead to earlier detection of life-threatening illnesses and bring AI-assisted diagnosis to more health care settings worldwide.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/margaret_mitchell_how_we_can_build_ai_to_help_humans_not_hurt_us?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How we can build AI to help humans, not hurt us &#8211; Margaret Mitchell, TED@BCG Milan<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Margaret Mitchell: How we can build AI to help humans, not hurt us\" src=\"https:\/\/embed.ted.com\/talks\/margaret_mitchell_how_we_can_build_ai_to_help_humans_not_hurt_us\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Margaret Mitchell&#8217;s research involves vision-language and grounded language generation, focusing on how to evolve artificial intelligence towards positive goals. Her work combines computer vision, natural language processing, social media as well as many statistical methods and insights from cognitive science. Before Google, Mitchell was a founding member of Microsoft Research&#8217;s &#8220;Cognition&#8221; group, focused on advancing artificial intelligence, and a researcher in Microsoft Research&#8217;s Natural Language Processing group.<\/p>\n<p style=\"text-align: justify\">Margaret Mitchell helps develop computers that can communicate about what they see and understand. She tells a cautionary tale about the gaps, blind spots and biases we subconsciously encode into AI &#8212; and asks us to consider what the technology we create today will mean for tomorrow.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/kriti_sharma_how_to_keep_human_bias_out_of_ai?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How to keep human bias out of AI &#8211; Kriti Sharma, TEDxWarwick<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Kriti Sharma: How to keep human bias out of AI\" src=\"https:\/\/embed.ted.com\/talks\/kriti_sharma_how_to_keep_human_bias_out_of_ai\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p>Kriti Sharma is the Founder of <a href=\"https:\/\/ai4good.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI for Good<\/a>, an organization focused on building scalable technology solutions for social good. Sharma was recently named in the\u00a0<em>Forbes<\/em> &#8220;30 Under 30&#8221; list for advancements in AI. She was appointed a United Nations Young Leader in 2018 and is an advisor to both the United Nations Technology Innovation Labs and to the UK Government\u2019s Centre for Data Ethics and Innovation.<\/p>\n<p style=\"text-align: justify\">AI algorithms make important decisions about you all the time &#8212; like how much you should pay for car insurance or whether or not you get that job interview. But what happens when these machines are built with human bias coded into their systems? Technologist Kriti Sharma explores how the lack of diversity in tech is creeping into our AI, offering three ways we can start making more ethical algorithms.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/matt_beane_how_do_we_learn_to_work_with_intelligent_machines?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How do we learn to work with intelligent machines? &#8211; Matt Beane, TED Salon: Zebra Technologies<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Matt Beane: How do we learn to work with intelligent machines?\" src=\"https:\/\/embed.ted.com\/talks\/matt_beane_how_do_we_learn_to_work_with_intelligent_machines\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Matt Beane does field research on work involving robots to help us understand the implications of intelligent machines for the broader world of work. Beane is an Assistant Professor in the Technology Management Program at the University of California, Santa Barbara and a Research Affiliate with MIT&#8217;s Institute for the Digital Economy. He received his PhD from the MIT Sloan School of Management.<\/p>\n<p style=\"text-align: justify\">The path to skill around the globe has been the same for thousands of years: train under an expert and take on small, easy tasks before progressing to riskier, harder ones. But right now, we&#8217;re handling AI in a way that blocks that path &#8212; and sacrificing learning in our quest for productivity, says organizational ethnographer Matt Beane. Beane shares a vision that flips the current story into one of distributed, machine-enhanced mentorship that takes full advantage of AI&#8217;s amazing capabilities while enhancing our skills at the same time.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/leila_pirhaji_the_medical_potential_of_ai_and_metabolites?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>The medical potential of AI and metabolites &#8211; Leila Pirhaji, TED2019<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Leila Pirhaji: The medical potential of AI and metabolites\" src=\"https:\/\/embed.ted.com\/talks\/leila_pirhaji_the_medical_potential_of_ai_and_metabolites\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Leila Pirhaji is the founder of\u00a0<a href=\"https:\/\/www.revivemed.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">ReviveMed<\/a>, an AI platform that can quickly and inexpensively characterize large numbers of metabolites from the blood, urine and tissues of patients. This allows for the detection of molecular mechanisms that lead to disease and the discovery of drugs that target these disease mechanisms.<\/p>\n<p style=\"text-align: justify\">Biotech entrepreneur and TED Fellow Leila Pirhaji shares her plan to build an AI-based network to characterize metabolite patterns, better understand how disease develops &#8212; and discover more effective treatments.<\/p>\n<h3><a href=\"https:\/\/www.ted.com\/talks\/janelle_shane_the_danger_of_ai_is_weirder_than_you_think?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>The danger of AI is weirder than you think &#8211; Janelle Shane, TED2019<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Janelle Shane: The danger of AI is weirder than you think\" src=\"https:\/\/embed.ted.com\/talks\/janelle_shane_the_danger_of_ai_is_weirder_than_you_think\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Janelle Shane is the owner of <a href=\"https:\/\/aiweirdness.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">AIweirdness.com<\/a>. Her book, <em><a href=\"https:\/\/amzn.to\/382gDTE\" target=\"_blank\" rel=\"noopener noreferrer\">You Look Like a Thing and I Love You<\/a>\u00a0<\/em>uses cartoons and humorous pop-culture experiments to look inside the minds of the algorithms that run our world, making artificial intelligence and machine learning both accessible and entertaining.<\/p>\n<p style=\"text-align: justify\">The danger of artificial intelligence isn&#8217;t that it&#8217;s going to rebel against us, but that it&#8217;s going to do exactly what we ask it to do, says AI researcher Janelle Shane. Sharing the weird, sometimes alarming antics of AI algorithms as they try to solve human problems &#8212; like creating new ice cream flavors or recognizing cars on the road &#8212; Shane shows why AI doesn&#8217;t yet measure up to real brains.<\/p>\n<h3 style=\"text-align: justify\"><a href=\"https:\/\/www.ted.com\/talks\/sylvain_duranton_how_humans_and_ai_can_work_together_to_create_better_businesses?language=en\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>How humans and AI can work together to create better businesses &#8211; Sylvain Duranton, TED@BCG Mumbai<\/strong><\/a><\/h3>\n<p><iframe loading=\"lazy\" title=\"Sylvain Duranton: How humans and AI can work together to create better businesses\" src=\"https:\/\/embed.ted.com\/talks\/sylvain_duranton_how_humans_and_ai_can_work_together_to_create_better_businesses\" width=\"500\" height=\"282\" frameborder=\"0\" scrolling=\"no\" webkitAllowFullScreen mozallowfullscreen allowFullScreen><\/iframe><\/p>\n<p style=\"text-align: justify\">Sylvain Duranton is the global leader of <a href=\"https:\/\/www.bcg.com\/beyond-consulting\/bcg-gamma\/default.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">BCG GAMMA<\/a>, a unit dedicated to applying data science and advanced analytics to business. He manages a team of more than 800 data scientists and has implemented more than 50 custom AI and analytics solutions for companies across the globe.<\/p>\n<p style=\"text-align: justify\">In this talk, business technologist Sylvain Duranton advocates for a &#8220;Human plus AI&#8221; approach &#8212; using AI systems alongside humans, not instead of them &#8212; and shares the specific formula companies can adopt to successfully employ AI while keeping humans in the loop.<\/p>\n<p><!--more--><\/p>\n<p>For more AI and machine learning TED talks, browse TED&#8217;s <a href=\"https:\/\/www.ted.com\/topics\" target=\"_blank\" rel=\"noopener noreferrer\">complete topic collection<\/a>.<\/p>\n<div class=\"hr hr\"><\/div>\n<div class=\"widget\"><div class=\"aside-card\">\t\t\t<div class=\"textwidget\"><p><a class=\"speedbump\" title=\"Download link to Business Intelligence &amp; Data Analytics Matrix Report\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/buyers-matrix-report-business-intelligence-solutions\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2880 size-full\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2021\/05\/21_BI_Matrix_SB_800.gif\" alt=\"\" width=\"800\" height=\"100\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field. TED Talks are influential videos from expert speakers in a variety of verticals. TED began in 1984 as a conference where Technology, Entertainment and Design converged, and today covers almost all topics \u2014 [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":5142,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[1118,404,1107,1105,1114,1112,1106,1110,1109,127,1113,1111,1104,1117,1108,1101,1116,749,1115,1100],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The 17 Best AI and Machine Learning TED Talks for Practitioners<\/title>\n<meta name=\"description\" content=\"The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field based on relevance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tim King\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"13 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/\",\"name\":\"The 17 Best AI and Machine Learning TED Talks for Practitioners\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg\",\"datePublished\":\"2020-02-05T18:13:15+00:00\",\"dateModified\":\"2020-02-05T19:04:25+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/154e152a275103e373e24ada7f2feb5c\"},\"description\":\"The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field based on relevance.\",\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg\",\"width\":800,\"height\":400,\"caption\":\"The 17 Best AI and Machine Learning TED Talks for Practitioners\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/business-intelligence\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The 17 Best AI and Machine Learning TED Talks for Practitioners\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/\",\"name\":\"Business Intelligence &amp; Data Analytics Platforms | Solutions Review\",\"description\":\"Evaluating Enterprise BI Tools, Visual Dashboards &amp; Embedded Analytics Software.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/solutionsreview.com\/business-intelligence\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/154e152a275103e373e24ada7f2feb5c\",\"name\":\"Tim King\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2023\/12\/tk.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2023\/12\/tk.jpg\",\"caption\":\"Tim King\"},\"description\":\"Tim is Solutions Review's Executive Editor covering the human impact of AI on the future of work and learning. He is also the Media Strategist behind Insight Jam (1M+ on YouTube) events and programming. A 2017 and 2018 Most Influential Business Journalist and 2021 \\\"Who's Who\\\" in multiple categories, Tim is a recognized thought leader in enterprise tech and AI.\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/author\/timking\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The 17 Best AI and Machine Learning TED Talks for Practitioners","description":"The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field based on relevance.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/","twitter_misc":{"Written by":"Tim King","Est. reading time":"13 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/","url":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/","name":"The 17 Best AI and Machine Learning TED Talks for Practitioners","isPartOf":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/#website"},"primaryImageOfPage":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage"},"image":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage"},"thumbnailUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg","datePublished":"2020-02-05T18:13:15+00:00","dateModified":"2020-02-05T19:04:25+00:00","author":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/154e152a275103e373e24ada7f2feb5c"},"description":"The editors at Solutions Review curated this list of the best AI and machine learning TED talks for practitioners in the field based on relevance.","breadcrumb":{"@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#primaryimage","url":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg","contentUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/oie_uXtYA8HwIp02.jpg","width":800,"height":400,"caption":"The 17 Best AI and Machine Learning TED Talks for Practitioners"},{"@type":"BreadcrumbList","@id":"https:\/\/solutionsreview.com\/business-intelligence\/ai-and-machine-learning-ted-talks\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/solutionsreview.com\/business-intelligence\/"},{"@type":"ListItem","position":2,"name":"The 17 Best AI and Machine Learning TED Talks for Practitioners"}]},{"@type":"WebSite","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#website","url":"https:\/\/solutionsreview.com\/business-intelligence\/","name":"Business Intelligence &amp; Data Analytics Platforms | Solutions Review","description":"Evaluating Enterprise BI Tools, Visual Dashboards &amp; Embedded Analytics Software.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/solutionsreview.com\/business-intelligence\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/154e152a275103e373e24ada7f2feb5c","name":"Tim King","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/image\/","url":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2023\/12\/tk.jpg","contentUrl":"https:\/\/solutionsreview.com\/business-intelligence\/files\/2023\/12\/tk.jpg","caption":"Tim King"},"description":"Tim is Solutions Review's Executive Editor covering the human impact of AI on the future of work and learning. He is also the Media Strategist behind Insight Jam (1M+ on YouTube) events and programming. A 2017 and 2018 Most Influential Business Journalist and 2021 \"Who's Who\" in multiple categories, Tim is a recognized thought leader in enterprise tech and AI.","url":"https:\/\/solutionsreview.com\/business-intelligence\/author\/timking\/"}]}},"_links":{"self":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts\/5119"}],"collection":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/comments?post=5119"}],"version-history":[{"count":0,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/posts\/5119\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/media\/5142"}],"wp:attachment":[{"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/media?parent=5119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/categories?post=5119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solutionsreview.com\/business-intelligence\/wp-json\/wp\/v2\/tags?post=5119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}