And you can imagine, over the years, they've changed quite a bit. If the lights go out in the West, the East will still shine. You may hate it, you may love it, but no matter what, it will effect your emotions in some way and you will discuss the film afterwards. We are a manufacturing powerhouse, but if you go walk around an American factory, you do not see long lines of people doing repetitive manual labor. We are watching a kind of a petri dish in which an experiment of extraordinary importance to the world is being carried out: whether you can combine these things and get something that's more powerful, that's coherent, that's durable in the world; whether you can bring together a one-party state with an innovative sectorboth economically and technologically innovative. So those are standard prediction problems in machine learning; there is nothing special about them. 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 . And this is going be something that was gonna be critically important in the future. It has passed through banks. ", 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?". AI-solutions simply need to be integrated into the fabric of our human-centric spaces and work places in parallel with well-thought, wholistic . We want to keep our manufacturing here. Address the originality of student work and emerging trends in misconduct with this comprehensive solution. So now, there might be the need for two more fork truck drivers, or two more quality inspection personnel. So that argument exists. You see it in Cambodia; you see it in Ecuador; you see it in Venezuela. This is a ring road around Beijing. Like our directorwhat hes wearing and a good guess at his age, missing it by only a few months. So that's the first right; it's a right ofwe call that "the right to know. With a continuing trade war and growing distrust, the longtime argument for engagement between the two countries has been losing ground. I asked him once. And for Uighurs on the outside, Xinjiang has already been described as an open-air prison.. Space out the time slots when you work on your reflection paper to at least a day apart. Artificial Intelligence, for example, is the simulation of human intelligence by machines. And so one of the big challenges we have is how do we make that more apparent, how do we make it transparent and how do we make it accountable? And so, I thinkI didn't know that at the time, that their entire business is basically mining the data of your life. Of course! Emperor Yao devised the game of Go to teach his son discipline, concentration and balance. It's an imaginary device that imitates how arithmetic calculations are carried out with a pencil on paper. 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. By 2010, the CEO of Google, Eric Schmidt, would tell The Atlantic magazine. The measure passes. [Speaking Chinese] and intensified cooperation in frontier areas such as digital economy, artificial intelligence, nanotechnology and quantum computing. If we continue to go in an automated system, what are we gonna do? Everything that you do is producing data. So although we reduce some of the people, we grow in other areas as we produce more things. I eventually founded a team, did a lot of work at a very high competitive level. While companies like Baidu, Alibaba and Tencent are growing more powerful and competitive, theyre also beginning to have difficulty accessing American technology and are racing to develop their own. 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. You should maintain a formal tone, but it is acceptable to write in the first person and to use personal pronouns. So if one has to say, "Whos ahead? Throughout history, there's been a complicated relationship between humans and machines, we've always worried about machines and it's always been fine. He would move on to Microsoft Research in Asia and became the head of Google China. So in the age of AI, where data is the new oil, China is the new Saudi Arabia. The author's recommendations for the improvement of training and human resource development give readers clear guidelines for how to apply the ideas presented here. These are systems which in many cases are hidden in the back end of our sort of social institutions. The purpose was to target and manipulate voters in the 2016 presidential campaign, as well as the Brexit referendum; Cambridge Analytica had been largely funded by conservative hedge fund billionaire Robert Mercer. You have to be a huge pessimist not to find that profoundly good news. But in interviews around the event and beyond, he takes a decidedly contrarian position on AI and job loss. 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. A reflection paper. What surveillance capitalism claims is private, human experience. It didn't occur to us that social media was actually using us. So this is precisely what Cambridge Analytica did, simply pivoting from the advertisers to the political outcomes. 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. They're at higher risk for cardiovascular disease; they're at higher risk for depression and suicide. Offenders are shamed in public and with facial recognition can be instantly fined. We're talking less than half a decade. So over the history of many tech inventions, most are small things. If were not the new leaders, were pretty close. Frequent security expos feature companies like Megvii and its facial recognition technology. In 2018, many of the people who invented it gathered in San Francisco to celebrate the 25th anniversary of the industry magazine. 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. So this is the challenge with a company like Huawei. Explain how you expect them to be smart and responsible if they explore these options. Well, both will happen. 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. In 2017, Xi Jinping announced the governments bold new plans to an audience of foreign diplomats. It's not just that you make plans to see your friends later. And it is how these companies make that money, and how their algorithms reach deeper and deeper into our work, our daily lives and our democracy, that makes many people increasingly uncomfortable. There are 25 speakers, all named as icons" of the last 25 years of technological progress. But the lobbyists for big tech have been working the corridors in Washington. And access to all that data means that the deep learning algorithm can quickly predict behaviorlike the creditworthiness of someone wanting a short-term loan. It's how you learn strategy. I would say most of the jobs that have been lost, despite what most Americans think, was due to automation or productivity growth. Recently, the CEO promised complete transparency into the companys software, but U.S. authorities are not convinced. So do we have to go to the point where we crash to come back? In all, he would spend $4 million of his own money in an effort to rein in the goliaths of Silicon Valley. So I wish I had drawn this graph. 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. As the conflict has grown, the authorities have brought in more police and deployed extensive surveillance technology. This article was written by GPT-3, OpenAI's language generator. A breakthrough moment when the world champion of the Asian board game Go takes on an AI program developed by Google. And this is what hes built. Critics warn that the government and some private companies have been building a national database from dozens of experimental social credit programs. Asked about the government using AI for social control, he chose his words carefully. I've seen more and more of my colleagues move from a position when they thought, "Well, if we just keep engaging China, the lines between the two countries will slowly converge," whether it's in economics, technology, politics. I'd say everything else is too small. Type 3: Theory of mind - This refers to understand others. 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. 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? Artificial Intelligence can shape the behavior of an individual on how they take their responsibilities towards our society, even in the whole world because it simulate characteristics of human intelligence on . I now have a better understanding of organizations and professionals working for aging population. TRW plant; that was unfortunate when that went down. In 2009, tensions with local Han Chinese led to protests and then riots in the capital, Urumqi. And over time, it's shifted a little bit. She was used to asking questions. Don't sell this person's information. In their groundbreaking book Human + Machine, Accenture technology, Background and aimsInformal workplace learning research suggests that it is highly contextual and social. Googles AlphaGo was a computer program that, starting with the rules of Go and a database of historical games, had been designed to teach itself. You can increase productivity to a level to stay competitive with the global market; that's what they're trying to do. A lot of the families that I work with here in the community, both parents are working; they're working two jobs. Pharmaceuticals, even food products, all of these industries are better because the public has confidence in the products, in part because of a mixture of responsible companies and responsible regulation. Of course people will get access to social media; they'll get access to Google. . Maybe we have some radically different approach to dealing with incurable cancers. And it turns out that there are a lot of businesses that really want to know what we will do now, soon and later. And they're using that information to tell others the story of us. And as China has gone through this amazing period of growth and wealth and openness in certain ways, there has not been the democratic transformation that I thought. Journal Reflection #2: Insights into your first ML project . The aim is to score these pucks into the scoring area. While AI can boost the economic growth rate, it also faces significant risks such as employment market fragmentation . Mike Hicks is an economist at Ball State in Muncie, Indiana. Cleveland, I need you to keep on fighting. When Googles IPO took place just a few years later, the company had a market capitalization of around $23 billion. It's not just what you post, it's that you post. Nothing in China exists free and clear of the party state. [Speaking Korean] I'm confident about the match. China is the best place for AI implementation today, because the vast amount of data that's available in China. Eventually, it'll become a much more democratic place, with free expression and lots of Western values.". What of my personal information do you have?" . And in a short 2 1/2 years, China's AI implementation really went from a minimal amount to probably about 17 or 18 unicornsthat is, billion-dollar companiesin AI today. 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. A lot of union brothers used to work there, buddy. Something equally interesting is happening right now. Hes now a critic, and wrote a book about the company. If you want to get to $1,000, there's even less. Lets say reporters, traders, telemarketing, telesales, customer service. It seems we are the dawn of a new age. 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.". has left hundreds of unprofitable internet companies begging for love and money. It's not something that you can afford. You know, people not making a decent wage to be able to support a family. They're mostly very younger people, so that this clearly is technology which is being generated by a whole new generation. And that's something we thought could not coexist. We didnt take a broad enough view of our responsibility, and that was a big mistake. Advertising would distort the internet and it would distort and disfigure the purity of any search engine, including their own. AI has no legal requirement of stare decisis. We almost don't think it can really be changed. The second thing that they understood and they celebrated was that, "We can do this in a way that bypasses the user's awareness.". Yeah, self-driving. 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. Verify whether or not your instructor specified a word count for the paper instead of merely following this average. America doesnt represent the world. 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. So the Chinese entrepreneurial companies started as copycats, but over the last 15 years, China has developed its own form of entrepreneurship, and that entrepreneurship is described as tenacious, very fast, winner-take-all and incredible work ethic. [Laughs] Thank you very much. Never write the whole essay at once. ALASTAIR MACTAGGART: I'll tell you I was scared. 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. And inside Google they started seeing these revenues pile up at a startling rate. And I remember that kind of stuck in my head because it was not what I expected. This is the company's CEO, 24-year-old Alex Rodrigues. Yeah, our job is finished. I'm scared. AI will be at the same time a replacement for blue-collar, white-collar jobs, and be a great symbiotic tool for doctors, lawyers and you, for example. In 2010, Facebook experimented with AIs predictive powers in what they called a social contagion experiment. They wanted to see if, through online messaging, they could influence real-world behavior. Is he, [Laughs] So, kind of. Our deadline to do so is tomorrow at 5. Artificial Intelligence (AI) and robotics are likely to have a significant long-term impact on higher education (HE). Post a Question. Don't go off on tangents. The next part of the outline is the body section. And what efficiency means is mostly, "How do I do this with fewer workers?". Like Xi Jinpings 2018 visit to Senegal, where Chinese contractors had just built a new stadium, arranged loans for new infrastructure development and, said the foreign ministry, there would be help "maintaining social stability.". From patents, to transcripts of earnings calls; research reports. Is it alive? But when the call comes, everybody knows what the company's response will be. Meanwhile, they are researching and applying for patents to expand their reach into homes and lives. The Cambridge Analytica scandal of 2018 engulfed Facebook, forcing Mark Zuckerberg to appear before Congress to explain how the data of up to 87 million Facebook users had been harvested by a political consulting company based in the U.K. They show off cameras with AI that can track cars and identify individuals by faceor just by the way they walk. The average personal income in Saginaw is $16,000 a year. With the help of A.I, machines will be able to learn, solve problems, plan things, think, etc. Within the next two decades, its high human intellectual ability poses a severe threat to the workforce market that is initially under human labor. So it's going to make a big difference. In 2011, Hany Farid, a photo-forensics expert, received an e-mail from a bereaved father. This is not a futuristic challenge; this is something that's happening sooner than we think. 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. I mean, that's going to go a long ways, right? Be transparent and honest. Mactaggart started a signature drive for a California ballot initiative for a law to give consumers control of their digital data. So we are using technology not only to be better at assessing the breast density, but to get more to the point of what we're trying to predict: Does this woman have a cancer now and will she develop a cancer in five years? Human learning and learning analytics in the age of artificial intelligence . You may find the questions listed above can help you to develop an outline before you write your paper. It's going to create all kinds of benefits in ways large and small, and challenges for us as well. While AlphaGo is a toy game, but its success and its waking everyone up I think is going to be remembered as the pivotal moment where AI became mature and everybody jumped on the bandwagon. We paid $100,000 in fuel, OK? In 2013, DeepMind scientists set a machine learning program on the Atari video game Breakout. Artificial intelligence (AI) is essentially the simulation of human intelligence. Ask an Expert. Will.i.am and Mark Sagar push the limits of what a machine can do. Reflective essay topics are endless but finding one that suits you can be challenging. I do think that democracy is threatened by the progress of these tools unless we improve our social norms and we increase the collective wisdom at the planet level to deal with that increased power. Selecting a subject for your reflection paper is the first step toward completing it. 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. Pedro Domingos wrote the book "The Master Algorithm.". In the institutions of learning, a subject is given for you to write. So effectively what the Belt and Road is, is China's attempt to, via spending and investment, project its influence all over the world. So AI can be used in many ways that are very beneficial for society. But it is nowhere close to displacing humans. The Age of A.I. Yes, yes, we've made about 40 investments in AI. 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. And we've made gigantic strides with artificial intelligence in being able to do scene-understanding tasks, and that's obviously fundamental to being able to understand the world around you with the sensors that you have available. The CEO shows us how quickly you can get a loan. Oh, he resigned. 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. make music? HSC 367 - Reflection Paper #2 The legal age should stay 21. He and sociologist Emily Wornell have been documenting employment trends in Middle America. Well, one of the things I worry about the most is that the world is going to split in two, and that there will be a Chinese tech sector, and there will be an American tech sector; and countries will effectively get to choose which one they want. AI is teaching the machine and the machine becoming smart. Be honest with your response and be confident that through this, you will grow as an individual. Among the companies is Megvii. They're trying to personalize things to you. Format is similar to any other academic work. [Laughs] I know. . The car is driving itself. When I increase productivity through automation, I lose jobs. So, some companies are already operating. Ones in bold are those that I refer back to and found particularly useful. GPT-3 is a cutting edge language model that uses machine learning to produce human like text. So if you're down for a week in a truck, you still have to pay your bills. 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. The computer was only told the goal: to win the game. We made $150,000 in a year. Life in China is largely conducted on smartphones. 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. Thank you. The first concrete example is a program that plays chess at the highest level possible. A billion people use WeChat, the equivalent of FaceBook, Messenger and PayPal and much more combined into just one super-app. 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 while hearings are held and antitrust legislation threatened, the problem is that AI has already spread so far into our lives and work. Now it's more "We love technology, but let's look at some of the big issues, and let's look at some of them critically; and let's look at the way algorithms are changing the way we behave, for good and for ill." So the whole nature of Wired has gone from a champion of technological change to more of a observer of technological change. People have called it market Leninism, authoritarian capitalism. And then the question is, "What on earth happened to cause that change?". A high social credit number can be rewarded with discounts on bus fares; a low number can lead to a travel ban. Nobody." 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. Today's AI opinion piece by Kissinger, Schmidt & Huttenlocher is wonderfully thought-provoking. : Artificial Intelligence is a 2001 science fiction movie directed by Steven Spielberg about a young android named David who is the first of his kind to express and feel human emotion. View full document. And what worries me the most is that there is actually one episode that looks quite familiar to today, which is the British Industrial Revolution, where wages didn't grow for nine decades and a lot of people actually saw living standards decline as technology progressed. 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. Reflective Essay Body Paragraphs. We thought that we were searching Google; we had no idea that Google was searching us. The purpose of doing this is to understand more about you in real time so that a system could make inferencesperhaps like, "Do you have a cold? This is machines that are automating some of our skills but have made decisions about who we are. Is it possible, with more elegant computer applications, that we might have identified this spot the year before, or even back here? It's the future of this, not the past, that scares me. Once in love with e-commerce, Wall Street has turned its back on the dot-coms. Shower guest 100, your shower is now ready. Downey, who with his wife Susan is part of the show's . In an authoritarian state, social stability is the watchword of the government, and artificial intelligence has increased its ability to scan the country for signs of unrest. You see another cuttinganother cutting in. Don't give too much information in the reflective essay thesis statement as you will expand on it later. 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. If we fast forward from 2012 to '13 to 2014, we then see when Regina was diagnosed because of this spot on her mammogram. Early models of such learning emphasized individual agency and control, but subsequent, Purpose The purpose of the paper is to show how professional tools trigger workplace learning. I would say these few thousand Chinese top entrepreneurs, they could take on any entrepreneur anywhere in the world. If we do a very good job in the next 20 years, AI will be viewed as an age of enlightenment. Until now. Season 2019: Episode 5. It really brings a lot of anxiety, and you're asking the questions, "Am I gonna survive? Documentary: The Big Reset 2.0 Technology - 42 min - 7.00 With the advent of self-driving cars, smart home. When they went to write up these findings, they boasted about two things. And the reason I think it might be something brand new is that AI is fundamentally replacing our cognitive process in doing a job in its significant entirety, and it can do it dramatically better. He laughed so hard. Funding for FRONTLINE is provided through the support of PBS viewers and by the Corporation for Public Broadcasting. And every sliver of information is valuable. We want to keep our factories here. 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. It's important that you review the material before writing the reflection paper. It looks like Lee Sedol has just resigned, actually. Basically, a reflection paper is a kind of paper that expects you to write your conclusion on a topic, supporting it with your perceptions and personal examples. 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