We are living in times of accelerating progress. Machine intelligence is increasingly integrated in vital parts of human life. Narrow Artificial Intelligence is driving cars, flying drones, playing chess, winning Go and answering emails. More and more machines are doing physical and cognitive work; create music and art. Machines are replacing human work and human thinking. No job is safe and machines soon will be everywhere. AI is eating the world. Artificial General Intelligence (AGI) is expected in the next 5 years and we will observe the first thinking machines. Superintelligence is coming after, until we reach the singularity. Humans have to decide how to live with machines and define their own role in a humanmachine world. Fabian is CEO of Asgard, a family- owned Venture Capital firm based in Berlin. His passion lies in Artificial Intelligence. Since 2011 he has been blogging about entrepreneurship, venture capital and the future on bootstrapping.me. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
There are more than 800 million people victims of addictions in the world and Gabe Zicherman shares how we’ve always used technology to make things more addictive but it has become more extreme because of the use of algorithms. At the same time he explains how these very same algorithms can be used to conquer addictions. Gabe Zichermann is the CEO & Co-Founder of Onward and the principal experience architect of the company’s scalable, AI-driven approach to conquering addiction. Gabe is a serial entrepreneur, author of three books and speaker with over a decade of experience building systems for behavior change. He is also the world’s foremost expert on engaging design and technology whose work in creating the Gamification movement has changed government, large enterprise and startup workplaces, products and business processes. After watching family and friends battle their addictions, Gabe’s vision is to foster a world where balanced relationships between “real life” and technology make everyone healthier, happier and more truly connected. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
A.I. researcher and rising high school senior Animesh Koratana envisions a world where medical research on the human brain for cures to diseases ranging from depression to bi-polar to schizophrenia can be done on artificially created brains that think and behave just like human brains. He shares the first breakthrough in this short talk. Animesh Koratana’s interests lie in using computational neuroscience and artificial intelligence to help solve the largest problems facing A.I. and medicine today. Hiis research on fluid intelligence has attracted the interest of the NSA for a possible application in curbing cyberterrorism attacks. He is a rising senior in high school and began work in A.I. when he was 14 years old as an independent researcher at the Johns Hopkins Department of Computer Science and the Stanford Department of Computational Neuroscience. Koratana founded the Northview Techno Titans Robotics Foundation with a mission to compete and spread STEM education throughout the community. He is recipient of the Third Grand Award at the Intel International Science and Engineering Fair, the Yale Science & Engineering Award, the Mu Alpha Theta Mathematics Award, the Intel Excellence in Computer Science Award, and the Pinnacle award at the Georgia Science and Engineering Fair. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
Sam Harris talks AI at a TED talk 2016
Đây là nơi chia sẻ các video mà TEDvn đã dịch lại từ TED Subscribe me: https://goo.gl/6gy49E
The big question everyone seems to be asking these days is “Will AI replace my job?”. Arpan Shah has seen how powerful a tool AI can, and shares some surprising and hopeful facts on the advent of AI in India. Arpan Shah is a technologist, investor and data scientist based in California. A graduate of Stanford University, Arpan specializes in Systems and Data. He is currently head of data at Robinhood, one of the most successful Fintech companies in the Bay Area, and also advises and invests in startups with his investment firm in India. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
The IBM Watson AI XPRIZE, a Cognitive Computing Competition, was announced on the TED Stage on Feb 17, 2016. It is a $5 million competition challenging teams from around the world to develop and demonstrate how humans can collaborate with powerful cognitive technologies to tackle some of the world’s grand challenges. Every year leading up to TED2020, teams will go head-to-head at World of Watson, IBM’s annual conference, competing for interim prizes and the opportunity to advance to the next year’s competition. The three finalist teams will take the TED stage in 2020 to deliver jaw-dropping, awe-inspiring TED Talks demonstrating what they have achieved. Ideas will be evaluated by a panel of expert judges for technical validity and ultimately, the TED and XPRIZE communities will choose the winner based on the audacity of their mission and the awe-inspiring nature of the teams’ TED Talks in 2020. IBM believes this competition can accelerate the creation of landmark breakthroughs that deliver new, positive impacts to peoples’ lives, and the transformation of industries and professions. We believe that cognitive technologies like Watson represent an entirely new era of computing, and that we are forging a new partnership between humans and technology that will enable us to address many of humanity’s most significant challenges — from climate change, to education, to healthcare. Typical of all XPRIZE competitions, the IBM Watson AI XPRIZE will crowdsource solutions from some of the most brilliant thinkers and entrepreneurs around the world, creating true exponential impact. Complete rules and [More]
As a lawyer, Andrew Arruda too often saw the scales of justice tip in favor of the wealthy and partnered with a computer scientist to create the world’s first artificially intelligent legal assistant, ROSS. By speeding up legal research, Arruda wants ROSS to make the practice of law cheaper and fulfill the original promise of “justice for all.” TED@IBM was a TED-curated event produced in partnership with IBM. The third installment of TED@IBM brought a diverse collection of speakers and performers who recognize that ingenuity starts with one thing: a spark. And regardless of where the spark takes hold, inspiration demands action to reach its greatest potential. About the TED Institute: We know that innovative ideas and fresh approaches to challenging problems can be discovered inside visionary companies around the world. The TED Institute helps surface and share these insights. Every year, TED works with a group of select companies and foundations to identify internal ideators, inventors, connectors, and creators. Drawing on the same rigorous regimen that has prepared speakers for the TED main stage, TED Institute works closely with each partner, overseeing curation and providing intensive one-on-one talk development to sharpen and fine tune ideas. Learn more at http://www.ted.com/ted-institute
This video is a part of the talks given at TEDxIITKharagpur 2016, produced independently of the TED conferences. Machines and robots have started taking over mankind in the present scenario. Mr. Panicker in this video explains how well Artificial Intelligence and machines can be deployed to make this world a better place. He dives into the social, political and economic consequences of AI’s after being incorporated into the real world. He reminds us that the situation now is such that we can change the nature but the question still remains that, “What will we do?” He appeals cultures to come forward and answer the question. An alumnus of IIT Madras, Stanford University, Rahul Alex Panicker is the president and co-founder of the Embrace Innovations. A graduate in Electrical Engineering, listed in World’s Top 35 Innovators under the age of 35, Rahul has worked on multimode ultra high-speed optical telecom systems at Infinera Corporation before he founded Embrace Innovations. Dr. Panicker and a few other fellow graduates created a low-cost and low maintenance infant incubator that works without electricity. He donates these infant incubators to clinics in need. He has been awarded “Schwab Foundation Social Entrepreneur of the Year 2013” and “The Economist Innovation Award for Social and Economic Innovation “. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
Ashok is sharing how he believes he can use artificial intelligence to scale personalized learning. He used AI to build Jill Watson, an AI teaching assistant and none of the students noticed. Ashok K. Goel is a Professor of Computer Science and Cognitive Science in the School of Interactive Computing at Georgia Institute of Technology. He is Director of the School’s Ph.D. Program in Human-Centered Computing, Coordinator of the faculty consortium on Creativity, Learning & Cognition, and Co-Coordinator of the faculty consortium on Interactive Intelligence. He is Director of the School’s Design & Intelligence Laboratory and a Co-Director of Georgia Tech’s Center for Biologically Inspired Design. Ashok conducts research into human-centered computing, artificial intelligence and cognitive science, with a focus on computational design, discovery, and creativity. The goals of his research are to understand human creativity in conceptual design of complex systems as well as scientific problem solving, to develop interactive tools for aiding people in such creative tasks, and to invent computational systems that are themselves creative. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
簡體中文字幕/simplified Chinese subtitle
Currently around 63% of students are disengaged at school, meaning that they withdrawal either physically or mentally before they have mastered the skills that are required to flourish in later life. In this talk Scott Bolland explores the science of learning, the mismatch between how we teach and how the brain natural learns, and the important role that artificial intelligence could take in addressing the limitations in our current education system. Dr Scott Bolland is the founder of New Dawn Technologies, a high-tech software company aiming to revolutionise education through the use of artificial intelligence. He has spent the last 20 years actively researching and teaching in the field of cognitive science – the scientific study of how the mind works – which spans disciplines such as psychology, philosophy, neuroscience, artificial intelligence and computer science. He holds a PhD in this field, as well as a university medal for outstanding academic scholarship. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
Elon Musk speaks about artificial intelligence at the World Government Summit. Watch the full talk here https://www.youtube.com/watch?v=rCoFKUJ_8Yo
Shorter version of Henry Markram’s wonderful Ted Talk! Watch the rest here: http://www.youtube.com/watch?v=LS3wMC2BpxU
Within our lifetime, computers will reach, and then exceed human intelligence. So what should we do about it? Embracing artificial intelligence might be the key to finding cures to currently incurable, unpreventable, and unstoppable diseases such as Alzheimer’s. Ben Ross explains why computers will inevitably beat brains, what possibilities exist for the application of artificial intelligence, and why we need to start preparing for super intelligent, artificial intelligence now. Ben Ross spent his childhood pulling electronic devices apart but luckily in adulthood he’s expanded into building; building technology, specifically. As a User Experience and Product Management leader at MYOB, he works with his team to put together technology solutions that make life easier for small businesses and accountants. Ben is passionate about the power of automation and artificial intelligence, but his intelligence is all real. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
Richard Socher is an adjunct professor at the Stanford Computer Science Department where he obtained his PhD working on deep learning with Chris Manning and Andrew Ng. He won the best Stanford CS PhD thesis award. He is now Chief Scientist at Salesforce where he leads the company’s research efforts in artificial intelligence. He previously founded MetaMind, a deep learning AI platform that analyzes, labels and makes predictions on image and text data. Richard Socher is Chief Scientist at Salesforce and an adjunct professor at the Stanford Computer Science Department. At Salesforce he leads the company’s research efforts and brings state of the art artificial intelligence solutions to Salesforce. Prior to Salesforce, Richard was the CEO and founder of MetaMind, a startup acquired by Salesforce in April 2016. Richard obtained his PhD from Stanford working on deep learning with Chris Manning and Andrew Ng and won the best Stanford CS PhD thesis award. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
How can we 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. The TED Talks channel features the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design — plus science, business, global issues, the arts and more. Follow TED on Twitter: http://www.twitter.com/TEDTalks Like TED on Facebook: https://www.facebook.com/TED Subscribe to our channel: https://www.youtube.com/TED
Dr. Canton sees the coming of more Artificial Intelligence uses in our everyday lives and in solving global problems. He encourages us to think about its direction and how to maintain control of what we create. Dr. James Canton is a leading global futurist, social scientist, keynote presenter, author, and visionary business advisor. For over 30 years, he has been insightfully predicting the key trends that have shaped our world. He is a leading authority on future trends with an emphasis on harnessing innovation. Dr. Canton has advised three White House Administrations and global business leaders. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at http://ted.com/tedx
Science fiction visions of the future show us AI built to replicate our way of thinking — but what if we modeled it instead on the other kinds of intelligence found in nature? Robotics engineer Radhika Nagpal studies the collective intelligence displayed by insects and fish schools, seeking to understand their rules of engagement. In a visionary talk, she presents her work creating artificial collective power and previews a future where swarms of robots work together to build flood barriers, pollinate crops, monitor coral reefs and form constellations of satellites. Check out more TED Talks: http://www.ted.com The TED Talks channel features the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design — plus science, business, global issues, the arts and more. Follow TED on Twitter: http://www.twitter.com/TEDTalks Like TED on Facebook: https://www.facebook.com/TED Subscribe to our channel: https://www.youtube.com/TED
Artificial Intelligence Scientist. Scientific Director of the Swiss AI Lab, IDSIA, DTI, SUPSI; Prof. of AI, Faculty of Informatics, USI, Lugano; Co-founder & Chief Scientist, NNAISENSE, Switzerland. Prof. Jürgen Schmidhuber has been called the father of modern Artificial Intelligence. His lab’s deep learning methods have revolutionized machine learning and are now available on 3 billion smartphones, and used billions of times per day, e.g. for Facebook’s automatic translation, Google’s speech recognition, Apple’s Siri & QuickType, Amazon’s Alexa, etc. His research group also established the field of mathematically rigorous universal AI and optimal universal problem solvers. His formal theory of creativity & curiosity & fun explains art, science, music, and humor. He is recipient of numerous awards including the 2016 IEEE Neural Networks Pioneer Award “for pioneering contributions to deep learning and neural networks”. Scientific Director of the Swiss AI Lab, IDSIA, DTI, SUPSI; Prof. of AI, Faculty of Informatics, USI, Lugano; Co-founder & Chief Scientist, NNAISENSE, Switzerland. Prof. Jürgen Schmidhuber has been called the father of modern Artificial Intelligence. His lab’s deep learning methods have revolutionized machine learning, are now available on 3 billion smartphones, and used billions of times per day, e.g. for Facebook’s automatic translation, Google’s speech recognition, Apple’s Siri & QuickType, Amazon’s Alexa, etc. His research group also established the field of mathematically rigorous universal AI and optimal universal problem solvers. His formal theory of creativity & curiosity & fun explains art, science, music, and humor. He is recipient of numerous awards including the 2016 IEEE Neural [More]
This talk was given at a local TEDx event, produced independently of the TED Conferences. Artificial intelligence (AI) is a huge dream and vision for all mankind, and makes up a major part of most popular science fiction. John McCarthy coined the term in 1955 as “the science and engineering of making intelligent machines”. Today, many notable companies have their stakes set on this technology, making AI a part of our everyday lives, e.g. Speech Recognition, Machine learning, Recommendation Systems and Personal Assistants. The ongoing global digital revolution, the unfailingly valid Moore’s Law, the Internet of Things and overall prevalent subject of Big Data, gives us the impression that creating “real” artificial intelligence is closer than ever before in history. AI has become “sexy” again. Besides large amounts of money flowing into the field of AI, numerous publications focus on the topic, AI shows up in our daily newsfeeds, and is already an integral part of most of our gadgets. However, what would be the implications if a company could create “strong and real” AI? How would this influence our society and our jobs? Will it get smarter day by day? Would we be able to control a technical system of this nature? Stefan Wess is a Researcher and Entrepreneur. He holds his PhD in Computer Science and is a highly recognized technology industry veteran with multinational front-line technology and scientific leadership experience. Stefan has written and published numerous books and articles on Artificial Intelligence. His professional career includes several [More]
Meet Todai Robot, an AI project that performed in the top 20 percent of students on the entrance exam for the University of Tokyo — without actually understanding a thing. While it’s not matriculating anytime soon, Todai Robot’s success raises alarming questions for the future of human education. How can we help kids learn the things that humans can do better than AI? The TED Talks channel features the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design — plus science, business, global issues, the arts and more. Follow TED on Twitter: http://www.twitter.com/TEDTalks Like TED on Facebook: https://www.facebook.com/TED Subscribe to our channel: https://www.youtube.com/TED
Machine intelligence is here, and we’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’t fit human error patterns — and in ways we won’t expect or be prepared for. “We cannot outsource our responsibilities to machines,” she says. “We must hold on ever tighter to human values and human ethics.” TEDTalks is a daily video podcast of the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design — plus science, business, global issues, the arts and much more. Find closed captions and translated subtitles in many languages at http://www.ted.com/translate Follow TED news on Twitter: http://www.twitter.com/tednews Like TED on Facebook: https://www.facebook.com/TED Subscribe to our channel: http://www.youtube.com/user/TEDtalksDirector
A revolution in AI is occurring thanks to progress in deep learning. How far are we towards the goal of achieving human-level AI? What are some of the main challenges ahead? Yoshua Bengio believes that understanding the basics of AI is within every citizen’s reach. That democratizing these issues is important so that our societies can make the best collective decisions regarding the major changes AI will bring, thus making these changes beneficial and advantageous for all. ___________________________ Yoshua Bengio is one of the pioneers of Deep Learning. He is the head of the Montreal Institute for Learning Algorithms (MILA), Professor at the Université de Montréal, member of the NIPS board and co-founder of Element AI. With a PhD from McGill University (1991, Computer Science) and postdocs at MIT and AT&T Bell Labs, he holds the Canada Research Chair in Statistical Learning Algorithms, is a Senior Fellow of the Canadian Institute for Advanced Research and co-directs its program focused on deep learning. He is best known for his contributions to deep learning, recurrent nets, neural language models, neural machine translation and biologically inspired machine learning. https://mila.umontreal.ca/en/ https://www.elementai.com/ ___________________________ For more information visit http://www.tedxmontreal.com This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
How smart can our machines make us? Tom Gruber, co-creator of Siri, wants to make “humanistic AI” that augments and collaborates with us instead of competing with (or replacing) us. He shares his vision for a future where AI helps us achieve superhuman performance in perception, creativity and cognitive function — from turbocharging our design skills to helping us remember everything we’ve ever read and the name of everyone we’ve ever met. “We are in the middle of a renaissance in AI,” Gruber says. “Every time a machine gets smarter, we get smarter.” Check out more TED talks: http://www.ted.com The TED Talks channel features the best talks and performances from the TED Conference, where the world’s leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design — plus science, business, global issues, the arts and more. Follow TED on Twitter: http://www.twitter.com/TEDTalks Like TED on Facebook: https://www.facebook.com/TED Subscribe to our channel: https://www.youtube.com/TED