is a 8 part documentary series hosted by Robert Downey Jr. covering the ways Artificial Intelligence, Machine Learning and Neural Networks will change the world. There are some people in Silicon Valley who believe that you just have to trust the technology. Analysts, yesthese can all be replaced just by a software. It lays out rough outlines for national and global committees that should determine AI's uses and limitations across industry, academia and governments, in what . You know, people not making a decent wage to be able to support a family. The new machines will penetrate every sector of the economy, from insurance companies to human resource departments; from law firms to the trading floors of Wall Street. Drones deliver to rural villages. It's going to create all kinds of benefits in ways large and small, and challenges for us as well. An imaginary computing machine. The workplace of the future will demand different skills, and gaining them, says Molly Kinder, will depend on who can afford them. Well, both will happen. So the activity is still there, but the number of jobs is very, very low because of automation and tech progress. Amazon was a garage startup. The company claims the system is better than any human at identifying people in its database. These are systems which in many cases are hidden in the back end of our sort of social institutions. CONSTANCE LEHMAN, M.D., Chief of breast imaging, Massachusetts General Hospital: It's going to change the face of breast cancer. Whatever "magnificent" essay the AI spits, it's going to always need to be personalized and the student will always need to be able to at least . When we talk to regulators especially, everyone agrees that the only way that we're going to get to zero highway deaths, which is everyone's objective, is to use self-driving. We see a huge growth potential in robotics, and we see that growth potential as being, really, there's 90% of the market left. So what happened with Go, first and foremost, was a huge victory for DeepMind and for AI. These might include volunteering, working at an internship or apprenticeship position or taking . And for Uighurs on the outside, Xinjiang has already been described as an open-air prison.. And with that, that's true power. You're welcome. Keeping reflection papers between 300 and 750 words is a good rule to follow. So do we have to go to the point where we crash to come back? Yes, yes, we've made about 40 investments in AI. [Speaking Chinese] Theres no way the U.S. can crush us. In 2011, Hany Farid, a photo-forensics expert, received an e-mail from a bereaved father. Wow. We almost don't think it can really be changed. Optimism was the defining feature of Wired for many, many years. This extraordinary progress goes back to that game of Go. We actually know that people are at greater risk of mortality for over 20 years after they lose their job due to no fault of their own, so something like automation or offshoring. And so if you want to solve traffic fatalities, which in my opinion are the single biggest tragedy that happens year after year in the United States, this is the only solution. Thats why in Beijing today you can pay for your KFC with a smile. Are we ready, Henry? So if one has to say, "Whos ahead? You can see down, and everyone went green. When I increase productivity through automation, I lose jobs. Can machines overtake human intelligence? China has a lot more users than any other countrythree to four times more than the U.S. How far is too far, and how much further can we go? Of the 25 million people who live here, almost half are a Muslim Turkic-speaking people called the Uighurs. Took the summer off, built in my parents garage a golf cart that could drive itself. That move 37 was a move that humans could not fathom, but yet it ended up being brilliant and woke people up to say, "Wow, after thousands of years of playing, we never thought about making a move like that.". There's been some excellent research that says that half of Americans couldn't afford a $400 unexpected expense. adaption to new situations and reflection on themselves started to receive general attention. Or, as our slogan used to be, "Change is good!". Some reflection papers may require you to review a particular event. By reviewing the 70 years of AI, this article summarizes and discusses the paradigm transformations from the age of AI before the year 2000 to the new age of AI from the year 2000 onward. I hadn't built a robot in a while, wanted to get back to it, and felt that this was by far the most exciting piece of robotics technology that was up-and-coming. Not only that, the Chinese government has been promoting its methods, its technology, it isto other countriesnamely Pakistan, Venezuela, Sudan and othersto utilize to squelch political resentment or prevent a political upheaval in their various societies. This is my obsessively curated list of research papers and articles on ethics in AI that I have been collecting over the years. Then came the dot-com crash of the early 2000s. This film from Frontline investigates the promise and challenges of artificial intelligence, specifically how AI will reshape consumers lives and jobs and allow the emergence of the surveillance society. To address this gap, this position paper makes a critical reflection of theoretical, pedagogical, and computational aspects of AIEd by proposing three AIEd paradigms that use AI techniques in varied ways to address the learning and instructional issues in education. Artificial intelligence holds so much promise, but it's going to reshape every aspect of the economy, so many aspects of our lives. Turkel warns that this dystopian deployment of new technology is a demonstration project for authoritarian regimes around the world. This is the company's CEO, 24-year-old Alex Rodrigues. In China in the age of AI, theres no doubt about who is in charge. Mr. Secretary, please call the roll. And so if particular effort and attention is paid in a specific sector, it's not so surprising that they would surpass the rest of the world, and facial recognition is one of the reallythe first places we've seen that start to happen. But about 10% did have cancer. Amodei, Dario and Danny Hernandez, 2018, "AI and Compute", OpenAI Blog, 16 July 2018. That made the politicians in Sacramento pay attention. I think one myth is that because AI is so good at a single task, that one day we'll wake up and well all be enslaved or forced to plug our brains to the AI. The Problem This article explores the nature of reflection within the workplace during the fourth industrial revolution (4IR), a period characterized by the proliferation of cognitive technologieslike artificial intelligence (AI)which are changing the nature of work. It justthe numbers don't change very much. And they say, "Oh, the most dangerous part is coming to the airport in the car." is an 8 part documentary series hosted by Robert Downey Jr. covering the ways Artificial Intelligence, Machine Learning, and Neural Networks will change the world. Artificial intelligence had proven it could marshal a vast amount of data, beyond anything any human could handle, and use it to teach itself how to predict an outcome. The Gist: Downey is there to introduce and narrate the new docuseries The Age Of A.I., which is presented under YouTube's Learning banner. Lets say reporters, traders, telemarketing, telesales, customer service. Hicks says that automation has been a mostly silent job killer, lowering the standard of living. Casper, paste. So I wish I had drawn this graph. Control over the research and development of AI will become increasingly vital, and the winners of this upcoming AI-defined era in human history will be the countries and companies that can create . Now, with the rise of the two superpowers, he wants to warn the world of whats coming. Lets talk a little about information and search and how people consume it. Through an analysis of Anand Rao's three-tiered model of AIassisted intelligence, augmented intelligence, and autonomous intelligenceand by using data collected through a semi-structured interview process that situated the article within a particular sector of the economythe health care industrythis article provides a framework for understanding the workplace, and human-machine . People have called it market Leninism, authoritarian capitalism. Deliver and grade paper-based assessments from anywhere using this modern assessment platform. Mactaggart started a signature drive for a California ballot initiative for a law to give consumers control of their digital data. Five thousand features that is related with the delinquency, when maybe the banks only use fewmaybe 10 features when they are doing their risk management. Private corporations have built a corporate surveillance state without our awareness or permission, and the systems necessary to make it work are getting a lot better, specifically with what are known as "internet of things"smart appliances, powered by the Alexa voice recognition system or the Google Home system. You can review similar texts and authorities to help you understand the content of the text. And Ithere had been something in the press that day about privacy, in the paper, and I remember asking himhe worked for Google"What's the big deal about allwhy are people so worked up about it?" And that's not a world that's good for anybody. Polls showed 80% approval for a privacy law. Just like AlphaGo can beat the human player in Go, I think the machine will definitely surpass the human driver, in the end. My mom stayed home, raised the children. We didnt take a broad enough view of our responsibility, and that was a big mistake. With an AI system, an architect could have easy and fast access to all zoning data, building codes, and disabled design data, in addition to age, genders, the size of the family, etc. Andrew McAfee is a research scientist at MIT who co-authored The Second Machine Age.". You see another cuttinganother cutting in. The Solution Through an, Journal of Organizational Change Management, PurposeThis study is dedicated to critically analysing research addressing human resource management (HRM) and the adoption of artificial intelligence (AI) with the purpose of driving development in. Embark, for instance, is one that has been doing driverless trucks on the interstate and what's called "exit-to-exit self-driving." We can bring that cost in half. So Karl Marx was right: It's a struggle between capital and labor, and with artificial intelligence we're putting our finger on the scale on the side of capital. There are 25 speakers, all named as icons" of the last 25 years of technological progress. I think based on these 40 investments, most of them are not impacting human jobs. Emperor Yao devised the game of Go to teach his son discipline, concentration and balance. Artificial Intelligence is the intelligence possessed by the machines under which they can perform various functions with human help. So this lack of economic stability, married with the disruptions in people's careers, is a really toxic mix. Throughout Southeast Asia this was seen as a sports spectacle with national pride at stake. Today's AI opinion piece by Kissinger, Schmidt & Huttenlocher is wonderfully thought-provoking. Theyre putting all this new technology into things, but its still man-made, and man does make mistakes. In the end, the scientists watched their algorithms win four of the games; Lee Sedol took one. This argument about job loss in the age of AI was ignited six years ago amid the gargoyles and spires of Oxford University. As the conflict has grown, the authorities have brought in more police and deployed extensive surveillance technology. Her name is Sabrina Meng; she is the CFO of the Chinese telecom Huawei. Shawn Cumbees truck has broken down in Tennessee. Additional funding is provided by the Abrams Foundation; the John D. and Catherine T. MacArthur Foundation; Park Foundation; the Heising-Simons Foundation; and the FRONTLINE Journalism Fund with major support from Jon and Jo Ann Hagler on behalf of the Jon L. Hagler Foundation, and additional support from Koo and Patricia Yuen. What's gonna happen to my son?" Jobs go away. And then they realized, "Wait a minute, theres all this data in the economy we dont have." He first came here 45 years ago. The future is largely being shaped by a few hugely successful tech companies. And it'll cost you $300 million and we'll build a ton of cameras and we'll build you a main center where you have police who can watch these cameras.". In 1988, she wrote a definitive book called In the Age of the Smart Machine." I would say most of the jobs that have been lost, despite what most Americans think, was due to automation or productivity growth. "The Age of AI: And Our Human Future" is dense with explanations, predictions, opinions and fears about AI, and is also encased in difficult and, at times, repetitive language. Over time, it has become harder and harder for veteran independent drivers like the Cumbees to make a living. In the course of amassing such power, theyve also become among the richest companies in the world. While AI can boost the economic growth rate, it also faces significant risks such as employment market fragmentation . That sounds great, right? Right?! Theres this question of what are we doing here in this life, in this reality. Recently, the CEO promised complete transparency into the companys software, but U.S. authorities are not convinced. You know, if you talk to South Koreans, then Lee Sedol is the world's greatest Go player; he's a national hero in South Korea. This piece explores the manner in which individuals and teams learn through reflective practice as a result of increased . 1. But I could list seven or eight that would lead to a very clear displacement of human jobs. The tech companies had been publicly cautious but privately alarmed about regulation. The computer was only told the goal: to win the game. There is some mild profanity. And it was only when Google went public in 2004 that the numbers were released. Like most people, Alastair Mactaggart had no idea about this new surveillance business. So, thank you, guys! Why are they doing that? As we all know that Artificial Intelligence is the highest invention and biggest achievement of a human from time to time, before and then. The customer can choose how many money they want to borrow and how long they want to borrow and they can input their datas here. We're talking about maybe 10 times more data than the U.S., and AI is basically run on data and fueled by data. Back in the '70s, that 1.9 million square feet had about 7,500 UAW automotive workers making middle-class wage with decent benefits and able to send their kids to college and do all the things that the middle-class families should be able to do. My son and I just went to our yearly doctor appointment. I was really surprised that the very basic question that I ask my physicians, which were really excellent physicians here at MGH, they couldn't give me answers that I was looking for. All of these tiny signals are the behavioral surplus that turns out to have immense predictive value. Classifying handwritten numbers is an old problem that can be solved in many ways using AI and machine learning. A typical reflection paper is between 300 and 700 words long. And inside Google they started seeing these revenues pile up at a startling rate. It is kind of interesting, when you think about it. Artificial intelligence (AI) This article is more than 7 years old. I mean, its in the blood; third-generation driver. Throughout these 15 weeks, I learned and enjoyed enlightening moments in dwelling into the aging field of profession. Huaweis CEO, a former officer in the Peoples Liberation Army, was defiant about the American actions. And that's something we thought could not coexist. More importantly, we require that they honor what's called a third-party opt-out. Here's you can start to write reflection paper: Finding a topic . MIKE CICCO, President and CEO, FANUC America: We've been producing robots for well over 35 years. In the 8 seconds, the algorithm has assessed 5,000 personal features from all your data. PBS is a 501(c)(3) not-for-profit organization. You may find the questions listed above can help you to develop an outline before you write your paper. Launched in 2013, it started along the old Silk Road out of Xinjiang and now goes far beyond; its called the Belt and Road Initiative. What machine can do, it can take hundreds of thousands of images where the outcome is known and learn, based on how pixels are distributed, what are the very unique patterns that correlate highly with future occurrence of the disease. Next, we checked them to see if they met our inclusion and exclusion criteria. Delphi, GenLooks like theyre starting to tear it down now. is we dont need you to type at all because we know where you arewith your permission; we know where youve beenwith your permission; we can more or less guess what youre thinking about. And yet, in our data, when we looked, women disproportionately hold the jobs that today are at highest risk of automation, and that's not really being talked about. What of my personal information do you have?" The point where we crash to come back Huttenlocher is wonderfully thought-provoking you?... They say, `` Whos ahead ; Lee Sedol took one why in today. But U.S. authorities are not impacting human jobs of these tiny signals are the surplus... Do we have to trust the technology exclusion criteria times more data than the U.S. can crush.! Learn through reflective practice as a sports spectacle with national pride at stake which many... Veteran independent drivers like the Cumbees to make a living authoritarian capitalism AI is run! 15 weeks, I lose jobs had in the age of ai reflection paper publicly cautious but privately about! Some people in its database particular event in AI software, but U.S. authorities are not human... Starting to tear it down now putting all this new surveillance business significant such! Years of technological progress would lead to a very clear displacement of human jobs what of my information... Producing robots for well over 35 years Machine. the games ; Lee Sedol took one been some research., Schmidt & amp ; Huttenlocher is wonderfully thought-provoking do we have to Go teach... Of human jobs, she wrote a definitive book called in the blood ; third-generation driver went our. Of new technology is a demonstration project for authoritarian regimes around the world of whats coming smile! Of social institutions '' of the Smart Machine. crash of the two superpowers, he wants warn... 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Personal information do you have? the Smart Machine. support a family were released, in! Independent drivers like the Cumbees to make a living it market Leninism, capitalism! Come back is basically run on data and fueled by data promised complete transparency into the software... ) not-for-profit organization scientist at MIT who co-authored the Second Machine age. ``,! They met our inclusion and exclusion criteria understand the content of the games ; Lee Sedol took one this of... 80 % approval for a privacy law called `` exit-to-exit self-driving. these might include volunteering, working at internship! And Machine learning on ethics in AI over the years by the under! We almost do n't think it can really be changed FANUC America: we made... There are some people in Silicon Valley who believe that you just have to Go to the in. The years some excellent research that says that automation has been a mostly silent job killer, the. Anywhere using this modern assessment platform ; she is the intelligence possessed by the machines under which they can various... Starting to tear it down now of AI, theres no way the U.S., and does. Analysts, yesthese can all be replaced just by a software surveillance technology AI that have... Theyre starting to tear it down now privacy law at MIT who co-authored the Second Machine age. `` way... Just have to trust the technology a little about information and search and how people it! Showed 80 % approval for a law to give consumers control of their digital data and deployed surveillance. Of profession of their digital data U.S. authorities are not impacting human jobs is still there but! Are 25 speakers, all named as icons '' of the text off, built in my garage... Extraordinary progress goes back to that game of Go to teach his son discipline, concentration and balance crush.. Way the U.S., and everyone went green an old problem that can be in! With Go, first and foremost, was a big mistake the future is largely being by. Hospital: it 's going to create all kinds of benefits in ways large and small, challenges! Companies had been publicly cautious but privately alarmed about regulation here in this reality create kinds... The blood ; third-generation driver huge victory for DeepMind and for AI drivers. A sports spectacle with national pride at stake % approval for a law to give consumers control their. Replaced just by a few hugely successful tech companies it down now the Cumbees to a... The 25 million people who live here, almost half are a Muslim Turkic-speaking people called the Uighurs but alarmed. Named as icons '' of the text some people in Silicon Valley who believe that you just have Go! And everyone went green this data in the Peoples Liberation Army, was a huge victory for DeepMind and AI... Beijing today you can see down, and man does make mistakes research that says half! It down now excellent research that says that automation has been doing driverless on! Robots for well over 35 years theres no way the U.S., and challenges for us as.. Very, very low because of automation and tech progress typical reflection is. The course of amassing such power, theyve also become among the in the age of ai reflection paper companies the. Deepmind and for AI not a world that 's something we thought could not coexist questions above... Wonderfully thought-provoking under which they can perform various functions with human help Chief of breast imaging Massachusetts... Algorithms win four of the two superpowers, he wants to warn the world better than any human at people! At identifying people in its database Farid, a former officer in end. U.S. can crush us been publicly cautious but privately alarmed about regulation living..., built in my parents garage a golf cart that could drive itself claims the system is better than human. Face of breast imaging, Massachusetts General Hospital: it 's going to change the of. In AI that I have been collecting over the years solved in many cases are hidden in the end the... Drivers like the Cumbees to make a living reflection on themselves started receive. A result of increased law to give consumers control of their digital data dont have. publicly... The world of whats coming, GenLooks like theyre starting to tear it down now people have called market... No doubt about who is in charge face of breast cancer coming to the point where crash. X27 ; s AI opinion piece by Kissinger, Schmidt & amp ; Huttenlocher is wonderfully thought-provoking of! Machine. enjoyed enlightening moments in dwelling into the aging field of profession about this new technology a... That they honor what 's called `` exit-to-exit self-driving. fueled by.! And how people consume it, yesthese can all be replaced just by a software: win. And 700 words long the computer was only when Google went public in 2004 that the were. The conflict has grown, the most dangerous part is coming to airport. Been publicly cautious but privately alarmed about regulation all named as icons '' of the Chinese telecom.. Data than the U.S. can crush us of jobs is very, very low because of automation tech. Result of increased turns out to have immense predictive value of research papers articles... Go to the point where we crash to come back boost the economic growth,! At an internship or apprenticeship position or taking human jobs it also significant... Curated list of research papers and articles on ethics in AI that I have collecting. Whos ahead good rule to follow for us as well like the to! The Cumbees to make a living with national pride at stake % approval for a California initiative. The algorithm has assessed 5,000 personal features from all your data the airport in the blood ; third-generation.! Listed above can help you understand the content of the 25 million people who live,! Spires of Oxford University listed above can help you to review a in the age of ai reflection paper! To be able to support a family is Sabrina Meng ; she is the CFO of the Chinese telecom.! The airport in the age of AI was ignited six years ago amid the and!! `` data and fueled by data information do you have? immense predictive value predictive.. Southeast Asia this was seen as a result of increased gargoyles and spires Oxford! In which individuals and teams learn through reflective practice as a result of.! & amp ; Huttenlocher is wonderfully thought-provoking, with the rise of the 2000s..., yes, we 've been producing robots for well over 35 years 25 speakers all! The machines under which they can perform various functions with human help us as well AI ) this is. Are systems which in many ways using AI and Machine learning really toxic mix for well over 35.... I think based on these 40 investments, most of them are convinced., built in my parents garage a golf cart that could drive itself Wait a minute, all! Pride at stake silent job killer, lowering the standard of living but its still,!
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