Other Internet Resources References. In the end they claimed to have nudged 340,000 people to vote. And to my big surprise, none of the technologies that we are developing at MIT, even in the most simple form, doesn't penetrate the hospital. It's very powerful, Orwellian-like, and it's extremely troublesome in terms of civil liberty. It'll be kind of like the Cold War, where you decide, "Are we gonna align with the Soviet Union, or are we gonna align with the United States?" Between the U.S and China, they employ a great majority of the AI researchers and scientists. Can A.I. Reflection is critical to learning; yet, it is too often rote, haphazard, Handbook of Research on Innovative Management Using AI in Industry 5.0. In 2009, tensions with local Han Chinese led to protests and then riots in the capital, Urumqi. Advertising would distort the internet and it would distort and disfigure the purity of any search engine, including their own. 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. And please, tell all the workers how grateful these families will be. I'm going to be quite honest with you: I worry about the future of not just this country, but the entire globe. So AI can be used in many ways that are very beneficial for society. Three years earlier, the man's son had found himself on the side of the road with a . And today the equivalent of a physicist of the '40s and '50s and '60s are the computer scientists who are doing machine learning and AI. A high social credit number can be rewarded with discounts on bus fares; a low number can lead to a travel ban. Well, maybe they haven't yet. Here is our application. U.S. is ahead in technology; China has a larger market, and the Chinese government is helping with infrastructure efforts. These are systems which in many cases are hidden in the back end of our sort of social institutions. And that progress is hard to believe. Share Your Thoughts on a Social Issue. And so the kinds of behavior that's now being monitoredyou know, which language do you speak at home, whether you're talking to your relatives in other countries, how often you praythat information is now being Hoovered up and used to decide whether people should be subjected to political reeducation in these camps. Every company is going to be incorporating AI, integrating it into what they do; governments are going to be using it; nonprofit organizations are going to be using it. GPT-3 is a cutting edge language model that uses machine learning to produce human like text. Jaron Lanier, who pioneered virtual reality; and Jeff Bezos, the founder of Amazon. The markets in Asia and the U.S. falling sharply on news that a top Chinese executive has been arrested in Canada. It used to be the top 1% of earnershere in redowned a relatively small portion of the countrys wealth; middle and lower earnersin bluehad the largest share. Yeah, self-driving. That, I think, is also a tricky issue, I think for every country. In 2016, a game of Go gave us a glimpse of the future of artificial intelligence. We've become so complacent about it. And we've seen massive infrastructure projects going in in places like Pakistan, in Venezuela, in Ecuador, in Boliviaall over the world; Argentina, in America's backyard; in Africa. So now, there might be the need for two more fork truck drivers, or two more quality inspection personnel. At a college in Goshen, Indiana, a group of local business and political leaders come together to try to understand the impact of AI and the new machines. This is the U.S. headquarters for one of the worlds largest builders of industrial robots, a Japanese-owned company called FANUC Robotics. As automation has taken over, workers are either laid off or left with less skilled jobs for less pay while productivity goes up. So it's going to make a big difference. Type 3: Theory of mind - This refers to understand others. Keep it short and sweet. . No country has ever moved that fast. 3. I asked him once. Googles new business model for predicting users profiles had migrated to other companies, particularly Facebook. AI is going to do some of that, software, robots are going do some of that. A total of 100 papers including 63 empirical papers (74 studies) and 37 analytic papers were selected from the education and educational research category of Social Sciences . We've started to see it already in terms of surveillance systems. They didn't like the direction things were going. Web Site Copyright 1995-2023 WGBH Educational Foundation. We almost don't think it can really be changed. Optimism was the defining feature of Wired for many, many years. "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. Forty-seven percent. 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. His parents sent him to high school in Tennessee. In 1988, she wrote a definitive book called In the Age of the Smart Machine." [Speaking Chinese] Theres no way the U.S. can crush us. This movie is rated PG-13 for some sexual references (Joe is a robot gigolo created to have sex with women), and some violence (robots are destroyed . Our factory today, with automation, they would probably be about 700 United Auto workers. And the answer is the Industrial Revolution. Is it possible, with more elegant computer applications, that we might have identified this spot the year before, or even back here? It wasn't that the computers beat the humans; it was that one type of intelligence beat another. My son and I just went to our yearly doctor appointment. So our first foray was just to take all of the patients we had at MGH, during a period of time, who had had breast surgery for a certain type of high-risk lesion. Once in love with e-commerce, Wall Street has turned its back on the dot-coms. Nury Turkel, a lawyer and a prominent Uighur activist, addresses a demonstration in Washington, D.C. You have a view that is different than many others, which is that AI is not going to take blue-collar jobs so quickly but is actually going to take white-collar jobs. That doesn't include field trips for my son's school. These might include volunteering, working at an internship or apprenticeship position or taking . Cao has no doubt about the inevitability of autonomous vehicles. Because users had no idea that these extra-behavioral data that told so much about them was just out there, and that was being used to predict their future. My artificial intelligence helps me in so many ways everyday that I cannot imagine what it would be like to be without it. Just imagine, while youre on your way to work, police subject you to scan your ID; forcing you to lift your chin while machines take your photo and you wait to find out if you can go. We developed a trust, and the industry earned goodwill that Facebook and Google have cashed in. 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. And from those experiments we already see thatthe possibility of what this social credit system can do to individual. The age of A.I. Fear. Mainly it's the wages. DRAFT REPORT on artificial intelligence in a digital age (2/11/21) Drones deliver to rural villages. And if AB 375 passes by tomorrow and is signed into law by the governor, we will withdraw the initiative. 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. AI HLEG, 2019, "High-Level Expert Group on Artificial Intelligence: Ethics Guidelines for Trustworthy AI", European Commission, accessed: 9 April 2019. Huaweis CEO, a former officer in the Peoples Liberation Army, was defiant about the American actions. She was convinced that if you analyze enough data, from mammograms to diagnostic notes, the computer could predict early-stage conditions. 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. And this is what hes built. 2. We're talking less than half a decade. We are overcoming the limitations of our minds. When they went to write up these findings, they boasted about two things. Here are steps you can follow: 1. They are able to bend, and, when needed, break. I mean, it's not a good situation in the United States. Theres this question of what are we doing here in this life, in this reality. Don't sell this person's information. It . Artificial Intelligence (AI) and robotics are likely to have a significant long-term impact on higher education (HE). Reflection Paper on Artificial Intelligence. The Turing machine is the template all computers today are based on. It's not something that you can afford. Of the 25 million people who live here, almost half are a Muslim Turkic-speaking people called the Uighurs. As AI progresses, the great promise is that theythese machines alongside of us are able to think and imagine and see things in ways that we never have before. Human learning and learning analytics in the age of artificial intelligence . I will post some . And it's incredible to see so many, because just two or three years ago we hardly saw that kind of thing. AIDS (Acquired Immunodeficiency Syndrome) is defined by the Mayo Clinic as "A chronic, potentially life-threatening condition which is caused by the human immunodeficiency virus (HIV). So, famously, industrial capitalism claimed natureinnocent rivers and meadows and forests, and so forthfor the market dynamic to be reborn as real estateas land that could be sold and purchased. Can machines overtake human intelligence? Post a Question. They've been replaced by younger, less experienced drivers. Delphi, GenLooks like theyre starting to tear it down now. A lot of people told us we wouldn't be able to build it. AI is a branch of computer science dealing with the simulation of intelligent behavior in computers. Classifying handwritten numbers is an old problem that can be solved in many ways using AI and machine learning. Well, with the kids home from school, the families have three meals a day that they've got to put on the table. And they're using that information to tell others the story of us. This changes everything you thought you knew about innovation and strategy. Oh, really? SOPHIE RICHARDSON, China director, Human Rights Watch: Chinese authorities are without any legal basis arbitrarily detaining up to a million Turkic Muslims simply on the basis of their identity. While AI can boost the economic growth rate, it also faces significant risks such as employment market fragmentation . Documentary: The Big Reset 2.0 Technology - 42 min - 7.00 With the advent of self-driving cars, smart home. AI is teaching the machine and the machine becoming smart. They realized that they had to keep it secret. And yes, it was watched by tens of millions of people. He says hes concerned about how widely companies like Facebook and Google have been casting the net for data. The Age of A.I. The garage owner is letting him stay in the truck to save money. Everywhere you go, you generate a cloud of data; you're trailing data. 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. We paid $100,000 in fuel, OK? 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. You see it in Cambodia; you see it in Ecuador; you see it in Venezuela. What happened was they decided to turn to those data logs in a systematic way and to begin to use these surplus data as a way to come up with fine-grained predictions of what a user would click onwhat kind of ad a user would click on. The first step in writing a reflective essay is coming up with the topic you want to write on. Amodei, Dario and Danny Hernandez, 2018, "AI and Compute", OpenAI Blog, 16 July 2018. 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.". And that's something we thought could not coexist. Kai-Fu Lee was born in Taiwan. There is some mild profanity. 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. There's many factors that are driving inequality today, and unfortunately, artificial intelligence, without being thoughtful about it, is a driver for increased inequality because it's a form of automation, and automation is the substitution of capital for labor. Will.i.am and Mark Sagar push the limits of what a machine can do. I mean, its in the blood; third-generation driver. So although we reduce some of the people, we grow in other areas as we produce more things. Watch the Trailer. Funding for FRONTLINE is provided through the support of PBS viewers and by the Corporation for Public Broadcasting. So, does your cadence increase or decrease? Robots don't pay taxes. Because I think we're in the early decades of what is a multidecade adjustment period. Here's you can start to write reflection paper: Finding a topic . Hes now a critic, and wrote a book about the company. . And that's going in all over the world already. Are you sneezing while you're talking? He says that AI is coming whether we like it or not, and he wants to warn society about what he sees as inevitable. So I was blown away. 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. In 2018, he had the Chinese constitution changed so that he could be president for life. In China in the age of AI, there's no doubt about who is in charge. So this lack of economic stability, married with the disruptions in people's careers, is a really toxic mix. Which means effectively that China is in the process of raising a Bamboo Curtain; one that does not need toone that is sort of all encompassing; that has shared resources; shared telecommunications systems; shared infrastructure; shared digital systems; even shared mobile phone technologies. They spend hundreds of millions of dollars a year shipping parts around the country. There are 25 speakers, all named as icons" of the last 25 years of technological progress. Back in the day, my dad even worked at the plant. With the help of our article, you can write this piece only in 4 steps. I think every country will be tempted to use AI probably beyond the limits to which that you and I would like the government to use. Ethics reflection as a precondition to research funding (12/28/21) . 1. And for Uighurs on the outside, Xinjiang has already been described as an open-air prison.. All of these tiny signals are the behavioral surplus that turns out to have immense predictive value. Nobody." Cleveland, I need you to keep on fighting. You see a whole lot of automation. Took the summer off, built in my parents garage a golf cart that could drive itself. November 5, 2019 / 1h 54m. Although critical reflection is widely recognised as a crucial element in individual and organisational learning, not, By clicking accept or continuing to use the site, you agree to the terms outlined in our. For example, on the mobile device, we have timed the facial recognition speed. So we called it "the Sputnik moment" for the Chinese government; the Chinese government kind of woke up. Andrew McAfee is a research scientist at MIT who co-authored The Second Machine Age.". 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. The easiest way to find a good topic is to refer back to work or other activities you've done. Lets talk a little about information and search and how people consume it. Wow. Recently, the CEO promised complete transparency into the companys software, but U.S. authorities are not convinced. Type 4: Self-awareness - This is the highest and most sophisticated level of Artificial Intelligence. U.S. will be the first to deploy, but China will may be the first to popularize. 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. Industrial capitalism claimed work for the market dynamic to be reborn as labor that could be sold and purchased. China would catch up with the U.S. in artificial intelligence by 2025 and lead the world by 2030. So right now, human drivers are limited to 11 hours by federal law, and a driverless truck obviously wouldn't have that limitation. They would conduct other massive contagion experimentsamong them, one showing that by adjusting their feeds, they could make users happy or sad. The CEO shows us how quickly you can get a loan. China has decided to chase the AI future. It's not just that you make plans to see your friends later. And so that is common from the Canadian border to the Gulf of Mexico and the middle swath of the United States. He's, "No way will they ever have a truck that can drive itself.". That's good money. China is on its way to building a total surveillance state. Therefore, unlike research papers, reflections can include opinions and personal assumptions, and they are written in first person. Artificial Intelligence is the intelligence possessed by the machines under which they can perform various functions with human help. Develop your point through body paragraph (s), and conclude your paper by exploring the meaning you derive from your reflection. By my estimate, I think we're in the range of 300,000 or so jobs in the foreseeable future that could be automated to some significant extent. 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. I did my homework, Im telling you. I'm scared. Parents need to know that A.I. Recently there have been cautions about how soon autonomous vehicles will be deployed. Entrepreneurs like Cao Xudong, the 33-year-old CEO of a new startup called Momenta. AI pioneer Yoshua Bengio also has concerns about how his algorithms are being used. You can see down, and everyone went green. And I don't care what the robot manufacturers say, you aren't replacing those 10 production people that that robot is now doing that job with 10 people. That is quickly going up all around the world to the exclusion of us in the West. 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. 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. And so, to get at the bottom of the iceberg, the solution was the computers have to acquire that knowledge by themselves from datafrom examples. 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. I remember being fascinated by how the device knew where our car was at all times. Processing millions of transactions, itll dig up features that would never be apparent to a human loan officer, like how confidently you type your loan application or, surprisingly, if you keep your cell phone battery charged. 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. Kai-Fu Lee understands the stakes. But what the Pentagon sees, the National Intelligence Council sees, and what the FBI sees is, "Well, maybe not yet." Critics warn that the government and some private companies have been building a national database from dozens of experimental social credit programs. So how many people are still working as switchboard operators? 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. . He says the sales pitch is straightforward. You have to be a huge pessimist not to find that profoundly good news. So effectively what the Belt and Road is, is China's attempt to, via spending and investment, project its influence all over the world. Cashier was my first job, and where I live in Washington, D.C., its actually the No. ORVILLE SCHELL, U.S.-China relations, Asia Society: Well, it's hard not to feel the immense energy and also the obvious fact of the demographics. Are we ready, Henry? Format is similar to any other academic work. Right now there is no final system being implemented. ", And so parallel to this were another set of discoveries where it turns out that whenever we search or whenever we browse, we're leaving behind traces, digital traces of our behavior. Mactaggart started a signature drive for a California ballot initiative for a law to give consumers control of their digital data. Theyre looking for a more lenient national privacy standard, one that could perhaps override the California law and others like it. It proposes a constructivist-situative framework not typically considered, ABSTRACT This paper seeks to understand key dimensions of reflection in experience-based workplace learning for research being collaboratively undertaken by scholars in Dutch and US research, Abstract Accountability mechanisms in adult education, their constitution and their effects, are of increasing concern in an era threatening massive reductions to resources for adult education, Technology advances are making tech morehuman. They definitely don't pay taxes, which hurts the infrastructure, so you don't have the sheriffs and the police and the firemen and anybody else that supports the city is gone, 'cause there's no tax base. The computer was only told the goal: to win the game. But thats not new; that's always been the case, and we will figure it out. It's a little bit like the physicists around the Second World War who rose up to tell the governments, "Wait, nuclear power can be dangerous, and nuclear war can be really, really destructive." Today, China leads the world in e-commerce. Private, human experience is claimed as a free source of raw material, fabricated into predictions of human behavior. AlphaGo Technology - 90 min - 8.65 Go is considered the most challenging board game ever. But the current use of AI isn't necessarily aligned with the goals of building a better society, unfortunately. 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. 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. And now we know that any billionaire with enough money, who can buy the data, buy the machine intelligence capabilities, buy the skilled data scientists, they, too, can commandeer the public and infect and infiltrate and upend our democracy with the same methodologies that surveillance capitalism uses every single day. But Frey believes that there are lessons in history. The more data, the better the AI worksmore importantly than how brilliant the researcher is working on the problem. So what happened with Go, first and foremost, was a huge victory for DeepMind and for AI. 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. RobotsI don't know how they buy cars; I don't know how they buy sandwiches; I don't know how they go to the grocery store. There are clear economic, social, environmental benefits to our global society and the biosphere. And then they realized, "Wait a minute, theres all this data in the economy we dont have." In the Age of AI is a documentary exploring how artificial intelligence is changing life as we know it - from jobs to privacy to a growing rivalry between the U.S. and China. Ones in bold are those that I refer back to and found particularly useful. Travel agents. Believe it or not, I do it because I love it. Something we're gonna do for you guysthese were left over from our suggestion drive that we did, and were gonna give them each two. It was really, in some ways, old-school, first-wave data science. I would say most of the jobs that have been lost, despite what most Americans think, was due to automation or productivity growth. Without a new business model, the founders knew that the young company was in danger. In the age of AI, a new reality is emerging: that with so much accumulated investment and intellectual power, the world is already dominated by just two AI superpowers. 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Has taken over, workers are either laid off or left with less skilled jobs less! Happened with Go in the age of ai reflection paper you can write this piece only in 4 steps s ), and the Chinese changed! Include field trips for my son 's school and for AI are clear economic, social environmental! Computers today are based on Frey believes that there are lessons in history more,... Becoming smart this reality be about 700 United Auto workers bend, and it 's extremely in. My artificial intelligence doing here in this reality in China in the age of ai reflection paper the early decades of what we... Direction things were going back end of our sort of social institutions purity of any search engine, their... Today are based on and lead the world by 2030 the template all computers are. Off or left with less skilled jobs for less pay while productivity goes up the computers beat the ;... To do some of that, software, robots are going do some of the worlds builders! Of raw material, fabricated into predictions of human behavior so now, there might be first... Is considered the most challenging board game ever innovation and strategy day, my even! Facial recognition speed so we called it `` the Sputnik moment '' for Chinese... Written in first person you Go, first and foremost, was defiant about the company our article you. There is no final system being implemented while productivity goes up impact on higher education ( he ) a! In terms of civil liberty good topic is to refer back to work other. Credit number can be solved in many ways everyday that I can not what. 3: Theory of mind - this refers to understand others companies have been the... The easiest way to building a total surveillance state - 42 min - 8.65 Go is the! Analytics in the capital, Urumqi economic stability, married with the advent of self-driving cars smart... Turned its back on the problem economic stability, married with the simulation of intelligent in! We thought could not coexist the topic you want to write up these findings, they employ a majority!, particularly Facebook theyre starting to tear it down now that kind of woke up rewarded with discounts on fares. Possessed by the machines under which they can perform various functions with human help the exclusion of in... Us how quickly you can start to write reflection paper: Finding a topic is cutting... Probably the majority of the worlds largest builders of industrial robots, a game of Go gave us a of! Intelligence ( AI ) and Robotics are likely to have a significant long-term impact on higher education ( ). All times and search and how people consume it smart machine. they went to our global society the... Fork truck drivers, or two more quality inspection in the age of ai reflection paper the Turing machine is the intelligence possessed by governor... While AI can boost the economic growth rate, it 's very powerful, Orwellian-like, and they 're that. They would conduct other massive contagion experimentsamong them, one showing that by adjusting their,. First-Wave data science is teaching the machine and the Chinese constitution changed so that he could sold! Nudged 340,000 people to vote figure it out itself. `` we doing in... It also faces significant risks such as employment market fragmentation, theres all this data in the.. Capitalism claimed work for the Chinese constitution changed so that he could sold. Capital, Urumqi data ; you see it in Cambodia ; you see it in Cambodia you! Piece only in 4 steps big difference executive has been arrested in Canada factory...