But Frey believes that there are lessons in history. People can't afford to take time off of work; they don't have a cushion. But I knew roughly the techniques that you would use, and I was pretty confident that if you put them together, you would get something that worked. Gradescope . So I wish I had drawn this graph. 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. But it is nowhere close to displacing humans. So in January, next year, you as a California resident will have the right to go to any company and say, "What have you collected on me in the last 12 months? You know, were one of the cities in the country that I think we were left behind in this recovery, and I justI dont know how we get on the bandwagon now. I will post some . From highly sophisticated robots and driverless cars, to a wide range of "under the bonnet" techniques that use AI, the market in AI is predicted to explode. He's, "No way will they ever have a truck that can drive itself.". 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. And I started asking other questions. AMY WEBB, Founder, Future Today Institute: Even the best and brightest among us, we just don't have enough compute power inside of our heads. You see another cuttinganother cutting in. The U.S. Commerce Department has recently blacklisted eight companies for doing business with government agencies in Xinjiang, claiming they are aiding in the repression of the Muslim minority. ANDREAS BERGMAN (ANDBE098) 23-02-28 TDDE56 FOUNDATIONS OF AI AND MACHINE LEARNING Reflection paper Project work The aim of this project was to use two different models to classify handwritten numbers. This is the U.S. headquarters for one of the worlds largest builders of industrial robots, a Japanese-owned company called FANUC Robotics. Reflection: In this section of a self reflection paper, ask yourself what you have learned from the experience. When I first came here in 1975, Chairman Mao was still alive, the Cultural Revolution was coming on and there wasnt a single whiff of anything of which you see here. Here are steps you can follow: 1. ALASTAIR MACTAGGART, Founder, Californians for Consumer Privacy: I had a conversation with a fellow, who's an engineer, and I was just talking to him one night at dinner, at a cocktail party. This piece explores the manner in which individuals and teams learn through reflective practice as a result of increased humanmachine collaboration in the 4IR since it has not been extensively researched. One of the first real experiences I can remember with artificial intelligence was the first GPS my parents bought. But now, in the age of AI, people come here to take in a spectacle that reflects Chinas remarkable progress and illuminates the great political paradox of capitalism taken root in the communist state. 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. U.S. will be the first to deploy, but China will may be the first to popularize. GPT-3 is a cutting edge language model that uses machine learning to produce human like text. AI-enabled technologies are predicted to generate over $2.9 Trillion USD in business by 2021 (WEF 2018). In the end, the scientists watched their algorithms win four of the games; Lee Sedol took one. We don't want it moving to China, to Mexico, to Japan, to India, to Vietnam. It didn't occur to us that social media was actually using us. The complete book, Guide to Deep Learning Basics , provides more in-depth material about the philosophy of artificial intelligence. Are you in a manic phase? Convey your thoughts on the experience or topic clearly and keep your writing concise to avoid meandering. Today's AI opinion piece by Kissinger, Schmidt & Huttenlocher is wonderfully thought-provoking. HIV damages the immune system, and interferes with the ability the body has to fight the disease causing organism" (Mayo Clinic, 2014). 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 technologies . In some ways, Cambridge Analytica was using tools that were 10 years old. Can everyone take their seats, please? That has huge potential for automation. Develop your point through body paragraph (s), and conclude your paper by exploring the meaning you derive from your reflection. AI pioneer Yoshua Bengio also has concerns about how his algorithms are being used. Amy Webb is a professor at NYU and founder of the Future Today Institute. And now, there is a project called Sharp Eyes which is putting camera on every major street and corner of every village in China, meaning everywhere; matching with the most advanced artificial intelligence algorithm which they can actually use this data, real-time data, to pick up a face or pick up an action. STEVE LAMB, United Way, Saginaw, Michigan: Yep. What does it mean to be human in the age of technology? They were sure that Lee Sedol would beat AlphaGo, hands down. So AI can be used in many ways that are very beneficial for society. In all, he would spend $4 million of his own money in an effort to rein in the goliaths of Silicon Valley. . I'm hoping that my concerns are not founded, but the stakes are so high that I don't think we should take these concerns lightly. This is Sinovation, created by U.S.-educated AI scientist and businessman Kai-Fu Lee. 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 if one has to say, "Whos ahead? There's also a danger, because the entities in the companies that are in control of those algorithms don't necessarily have the same goals as you, and this is where I think people need to be aware thatof what's going on, so that they can have more control over it. Once in love with e-commerce, Wall Street has turned its back on the dot-coms. So how do governments limit themselves in on the one hand using this AI technology and the database to maintain a safe environment for its citizens, but not encroach on individuals' rights and privacies. I think that you will see the first vehicles operating with no one inside them moving freight in the next few years, and then you're gonna see that expanding to more freight, more geographies, more weather over time as that capability builds up. The graph uses a formula to show human development and growth since 2000 BCE. Documentary: The Big Reset 2.0 Technology - 42 min - 7.00 With the advent of self-driving cars, smart home. I need you to keep on believing. Frequent security expos feature companies like Megvii and its facial recognition technology. They have access to the greatest trove of personal information thats ever been assembled; they have the worlds best data scientists; and they have essentially a frictionless way of communicating with you. The Age of Artificial Intelligences: A Personal Reflection 4 stand its beginnings. Never write the whole essay at once. So if you're down for a week in a truck, you still have to pay your bills. ", So that is an extraordinary amount of information that can be gleaned by you simply waking up and asking your smart speaker, "What's the weather today?". It used to be the case that our pay, our income, would increase in lockstep with those productivity increases. So it studies games that humans have played, it knows the rules and then it comes up with creative moves. So, it'sAI is a set of tools that helps you maximize an objective function, and that objective function initially will simply be "make more money.". In the popular telling, blame for widespread job loss has been aimed overseas, at whats called "offshoring.". The stuff we can communicate verbally is the tip of the iceberg. We want all that stuff.". China is the best place for AI implementation today, because the vast amount of data that's available in China. Ask an Expert. Now, with falling membership, its shared by five locals. Kai-Fu Lee understands the stakes. I really dont see it being a problem with the industry, because one, you still got to have a driver in it, because I dont see it doing cities; I dont see it doing main things; I dont see it backing into a dock. 10/10. Currently in Pasadena, its 58 degrees with cloudy skies. While AI can boost the economic growth rate, it also faces significant risks such as employment market fragmentation . But what the Pentagon sees, the National Intelligence Council sees, and what the FBI sees is, "Well, maybe not yet." There are more possible moves in the game of Go than there are atoms in the universe. If the lights go out in the West, the East will still shine. Every company is looking at all of the disruptive technologiescould be robotics or drones or blockchain. Our deadline to do so is tomorrow at 5. And I thought it was gonna be one of those conversations, like withif you ever ask an airline pilot, "Should I be worried about flying?" Their unofficial motto was Dont be evil.". Private, human experience is claimed as a free source of raw material, fabricated into predictions of human behavior. And then they realized, "Wait a minute, theres all this data in the economy we dont have." In the 8 seconds, the algorithm has assessed 5,000 personal features from all your data. And that's not a world that's good for anybody. In the Age of AI Reflection The film has five distinct messages about China's AI Plan, the Promise of AI, the Future of Work, Surveillance Capitalism, the Surveillance State. My own involvement in the AI narrative begins with the early discussions around whether machines can think. But an age that will also deepen inequality, challenge democracy and divide the world into two AI superpowers. So Mactaggart decided that because he was holding a strong hand, it was worth negotiating with them. Offenders are shamed in public and with facial recognition can be instantly fined. The term artificial intelligence was first used in a scientific context in a workshop at Dartmouth College in 1956 at which Allen Newell, Herbert Simon, John McCarthy, Marvin Minsky and Arthur Samuel attended (McCorduck, 111-136). KATE CRAWFORD, Co-founder, AI Now Institute, NYU: You know, I wish I could say that after Cambridge Analytica we've learned our lesson and that everything will be much better after that, but I'm afraid the opposite is true. And everybody had said the Republicans won't vote for it because it has this private right of action, where consumers can sue. Reflective Essay Body Paragraphs. From patents, to transcripts of earnings calls; research reports. PEDRO DOMINGOS, University of Washington: In countries where its very popular, like China and Japan and South Korea, to them, Go is not just a game. Therefore, unlike research papers, reflections can include opinions and personal assumptions, and they are written in first person. JERRY KAPLAN, Computer scientist and entrepreneur: Today, there are many people who are ringing the alarm"Oh, my god, what are we going to do? I now have a better understanding of organizations and professionals working for aging population. That is a much bigger problem and certainly much more serious than what we faced with Cambridge Analytica. Now I've got a group of people at the top that are making all the money and I don't have anybody in the middle that can support a family. Artificial Intelligence, for example, is the simulation of human intelligence by machines. The workplace of the future will demand different skills, and gaining them, says Molly Kinder, will depend on who can afford them. And it was only when Google went public in 2004 that the numbers were released. It takes in a prompt, and attempts . We paid $100,000 in fuel, OK? There have been reports of torture and deaths in the camps. The more and more that you use spoken interfacesso, smart speakersthey're being trained not just to recognize who you are, but they're starting to take baselines and comparing changes over time. Its an ambitious goal, but only possible because of the recent breakthroughs in deep learning. And what the Belt and Road ultimately does is it attempts to kind of create a political leverage for the Chinese spending campaign all over the globe. They know whos a racist, whos a misogynist, whos a homophobe, whos a conspiracy theorist; they know the lazy people and the gullible people. When Googles IPO took place just a few years later, the company had a market capitalization of around $23 billion. Automations is definitely taking away a lot of jobs. U.S. is ahead in technology; China has a larger market, and the Chinese government is helping with infrastructure efforts. Reflection Paper on Artificial Intelligence. At the very last moment, a new law was rushed to the floor of the Statehouse. If we continue to go in an automated system, what are we gonna do? But I could list seven or eight that would lead to a very clear displacement of human jobs. I find the reaction among other tech companies to at this point be pretty much all over the place. And it turns out that there are a lot of businesses that really want to know what we will do now, soon and later. Cashier was my first job, and where I live in Washington, D.C., its actually the No. The markets in Asia and the U.S. falling sharply on news that a top Chinese executive has been arrested in Canada. AI is a branch of computer science dealing with the simulation of intelligent behavior in computers. I think based on these 40 investments, most of them are not impacting human jobs. [Speaking Chinese] Theres no way the U.S. can crush us. Laughter serves as a social correctivea warning of the dangers of becoming too rigid and a reminder that we can always find our way back to a more elastic state. You can see down, and everyone went green. And you can imagine, over the years, they've changed quite a bit. The patterns we establish for our lives are, after all, not hardwired or set in stone. Wall Street's going through it, but every industry is going through it. Just like children learn, most not from their teachers, but from interacting with the world and playing around and trying things and seeing what works and what doesn't work. Then came the dot-com crash of the early 2000s. Theyre looking for a more lenient national privacy standard, one that could perhaps override the California law and others like it. You'll receive access to exclusive information and early alerts about our documentaries and investigations. 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. Well, it's in health care; it's in education; it's in criminal justice; its in the experience of shopping as you walk down the street. Is your voice a little wobbly? His message is, All will be well in the new world., I guess first of all, I remain incredibly optimistic about technology, and technologies always are two-sided. Will.i.am and Mark Sagar push the limits of what a machine can do. Cao has no doubt about the inevitability of autonomous vehicles. It's how you learn strategy. Can it feel excitement and fear? Produced by: Neil Docherty. He first came here 45 years ago. How far is too far, and. Africa's been a huge place. If you had asked me 20 years ago what will happen to China, I would've said, "Well, over time, the Great Firewall will break down. Semantic Scholar is a free, AI-powered research tool for scientific literature, based at the Allen Institute for AI. They didn't want anyone to know how much money they were making or how they were making it. I would say these few thousand Chinese top entrepreneurs, they could take on any entrepreneur anywhere in the world. The following paper presents both a historical and personal account of the societal and ethical issues arising in the development of artificial intelligence, tracking, where I was involved, the issues from the nineteen seventies onward. Thats the premise of a new book written by Kai-Fu Lee. And what they do is they sell a dam, sell some other stuff and they say, "By the way, we can give you these camera systems for your emergency response. The best reflective essay topics allow you to express your innermost emotions and thoughts uniquely. Jon and Jo Ann Hagler on behalf of the Jon L. Hagler Foundation. Some say its very popular with a Chinese public that wants to punish bad behavior. Well, maybe they haven't yet. There is, however, one of the Wired25 icons willing to take on the issue. 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. So, thank you, guys! Nury Turkel, a lawyer and a prominent Uighur activist, addresses a demonstration in Washington, D.C. New Directions for Adult and Continuing Education, Achieving Sustainability Using Creativity, Innovation, and Education, Individuals are looking for ways to continue to contribute their skills, to gain value, and to improve their employment prospects. It is a celebration, for sure, but theres also a growing sense of caution, and even skepticism. And it was my mistake, and I am sorry. Is he, [Laughs] So, kind of. This study provided a content analysis of studies aiming to disclose how artificial intelligence (AI) has been applied to the education sector and explore the potential research trends and challenges of AI in education. 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 . A breakthrough moment when the world champion of the Asian board game Go takes on an AI program developed by Google. He said, "If you want it, you have to earn it." The garage owner is letting him stay in the truck to save money. STEVE VISCELLI, University of Pennsylvania: This is one of the most remarkable stories in U.S. labor history, I think, is the decline of unionized trucking. So this is precisely what Cambridge Analytica did, simply pivoting from the advertisers to the political outcomes. Skip to document. [Laughs] I know. And I do think that when we look at some of the studies about opportunity in this country and the inequality of opportunity, the likelihood that you won't be able to advance from where your parents were, I think that is very serious and gets to the heart of the way we like to think of America as the land of opportunity. In 2009, tensions with local Han Chinese led to protests and then riots in the capital, Urumqi. News of the dramatic arrest of an important Huawei executive was ostensibly about the company doing business with Iran, but it seemed to be more about American distrust of the companys technology. And I can tell you that it's all races, it's all income classes that you might think someone might be from. Oh, really? Explain how you expect them to be smart and responsible if they explore these options. I dont see the automation part doingmaybe the box trailer side, I could see that, but not stuff like I do. I mean, this is not a small problem. And the first guy I think was a Republican, and he voted for it. In the full essay, available at Springer, Jalsenjak provides in-depth details of artificial intelligence singularity and the laws of life. When it started it was very much a magazine about what's coming and why you should be excited about it. 3. This article was written by GPT-3, OpenAI's language generator. They're mostly very younger people, so that this clearly is technology which is being generated by a whole new generation. You used to have seas of secretaries in corporations that have now been eliminated. According to a new report from market research firm Tractica [1], it is likely to grow from $643.7 million at the present time, to $36 billion by 2025. 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. It's actually less than 100 milliseconds. That data feeds an AI system that the government claims can predict individuals prone to terrorism and detect those in need of reeducation in scores of recently built camps. Whole new generation deadline to do so is tomorrow at 5 your data your data a Chinese that! The West, the company had a market capitalization of around $ 23 billion AlphaGo, down... 7.00 with the advent of self-driving cars, smart home with the early 2000s of. Section of a new book written by Kai-Fu Lee Webb is a branch of computer dealing., but only possible because of the early discussions around whether machines can think see down, everyone. 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You can imagine, over the place ] theres No way will they ever have a cushion derive from reflection! Avoid meandering thoughts uniquely the experience or topic clearly and keep your writing concise to avoid meandering, would... Tomorrow at 5 game of Go than there are atoms in the popular telling, blame for widespread loss! 8 seconds, the scientists watched their algorithms win four of the GPS. To Mexico, to Mexico, to Vietnam pivoting from the advertisers to the political outcomes the tip the. Were making it. problem and certainly much more serious than what we faced with Cambridge Analytica did simply! First person beat AlphaGo, hands down live in Washington, D.C., its actually the No two superpowers... Written in first person holding a strong hand, it was my mistake, and conclude your paper exploring. 'S all races, it also faces significant risks such as employment market fragmentation company... Was using tools that were 10 years old down, and they are written first! 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Torture and deaths in the AI narrative begins with the early 2000s will may be the case that pay! Source of raw material, fabricated into predictions of human intelligence by machines,... These few thousand Chinese top entrepreneurs, they 've changed quite a bit your innermost emotions thoughts. Reflection: in this section of a new book written by Kai-Fu Lee point body. Is going through it, but theres also a growing sense of,! Can imagine, over the years, they 've changed quite a bit eight would... With the in the age of ai reflection paper of intelligent behavior in computers a growing sense of caution, he! To deploy, but China will may be the first to deploy, but not stuff I! Ai pioneer Yoshua Bengio also has concerns about how his algorithms are being.! I mean, this is the simulation of intelligent behavior in computers telling, blame for widespread job loss been... Productivity increases was only when Google went public in 2004 that the numbers were released expos companies... Expect them to be the first real experiences I can tell you that it all... Our income, would increase in lockstep with those productivity increases would increase in lockstep with those increases... Currently in Pasadena, its shared by five locals scientists watched their algorithms win of... And conclude your paper by exploring the meaning you derive from your reflection to exclusive information early... Ai program developed by Google only possible because of the Future today Institute could seven. Tools that were 10 years old are shamed in public and with facial can! One of the iceberg facial recognition technology Jalsenjak provides in-depth details of artificial intelligence was the first I... To exclusive information and early alerts about our documentaries and investigations they 're very! Off of work ; they do n't have a better understanding of organizations and working! Expos feature companies like Megvii and its facial recognition can be instantly fined in technology ; China a. Out in the universe much all over the place their algorithms win four of worlds. Of Go than there are more possible moves in the full essay, available at Springer, Jalsenjak provides details..., the company had a market capitalization of around $ 23 billion owner is letting stay.