in the age of ai reflection paper

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. 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. A thesis statement is a 1-2 sentence statement that describes what your essay is all about. 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. There are 25 speakers, all named as icons" of the last 25 years of technological progress. In 2011, Hany Farid, a photo-forensics expert, received an e-mail from a bereaved father. Is he, [Laughs] So, kind of. It's 50-50 right now. An imaginary computing machine. Start with a strong introduction, develop the main body, and end with conclusions. The approach our projectgroup used was to find a big dataset to train and evaluate . There's another argument, which is what I think most of them believe deep down, which is, this is different. Skip to document. If you go upstairs in that factory and look at the payroll department, you see one or two people looking into a screen all day. You see a whole lot of automation. And so, I thinkI didn't know that at the time, that their entire business is basically mining the data of your life. Will.i.am and Mark Sagar push the limits of what a machine can do. [Speaking Chinese] Theres no way the U.S. can crush us. Write About Significant Events. And that's going in all over the world already. So it studies games that humans have played, it knows the rules and then it comes up with creative moves. And it may turn out that, in fact, technology is a better tool for authoritarian governments than it is for democratic governments. Meghan O'Gieblyn. 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. Finally, reflections are not first-person book reports. Lets talk a little about information and search and how people consume it. And after that, you can just borrow very quickly. Identify the topic you will be writing on. So I did competitive robotics starting when I was 11, and I took it very, very seriously. Hope, who drove a truck herself, knows the business well. 5 Ways to Maintain the integrity of student writing. And that's the right to go to any company and click a button on any page where they're collecting your information and say, "Do not sell my information.". I've done the research on this, and if you go back 20, 30 or 40 years ago you will find that 50% of the jobs that people performed back then are gone today. Is it possible, with more elegant computer applications, that we might have identified this spot the year before, or even back here? It didn't occur to us that social media was actually using us. Casper, copy this to make right two. 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. adaption to new situations and reflection on themselves started to receive general attention. We see a huge growth potential in robotics, and we see that growth potential as being, really, there's 90% of the market left. How the AI algorithms are ushering in a new age of great potential and prosperity. 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. But even outside of the facilities in which these people are being held, most of the population there is being subjected to extraordinary levels of high-tech surveillance such that almost no aspect of life anymore takes place outside the state's line of sight. 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. Type 3: Theory of mind - This refers to understand others. The state of human civilization is not very advanced and it's not getting better very quickly at all, and this is true for thousands and thousands of years. If the lights go out in the West, the East will still shine. 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. 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). In 2013, DeepMind scientists set a machine learning program on the Atari video game Breakout. 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. 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. 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 this lack of economic stability, married with the disruptions in people's careers, is a really toxic mix. The Age of A.I. But what if humans mishandle this new power? Here, in the far northwest of China, is the autonomous region of Xinjiang. Gradescope . The progress was powered by a new generation of ambitious young techs pouring out of Chinese universities, competing with each other for new ideas and financed by a new cadre of Chinese venture capitalists. Even in a growth economy, unemployment here is near 6%; poverty in Saginaw is over 30%. 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." Googles new business model for predicting users profiles had migrated to other companies, particularly Facebook. The Problem Workplace learning is even more important today as organizations face complex, rapid, and unprecedented change. In the end, the scientists watched their algorithms win four of the games; Lee Sedol took one. But here's the missing fact. The CEO shows us how quickly you can get a loan. I would say these few thousand Chinese top entrepreneurs, they could take on any entrepreneur anywhere in the world. After 500 games, it came up with a creative way to win the game: by digging a tunnel on the side and sending the ball around the top to break many bricks with one hit. 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 . This is not a futuristic challenge; this is something that's happening sooner than we think. Something equally interesting is happening right now. I'm here today for one main reason: To say thank you to Ohio! 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. 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. Or that if you're in the criminal justice system, that there are risk-assessment algorithms that are deciding your "risk number," which could determine whether or not you receive bail or not. How far is too far, and how much further can we go? In their groundbreaking book Human + Machine, Accenture technology, Background and aimsInformal workplace learning research suggests that it is highly contextual and social. Convey your thoughts on the experience or topic clearly and keep your writing concise to avoid meandering. Once, this was the UAW hall for one local union. There were other things that happened, but really what fundamentally happened is we overcame the limitations of our muscle power. Tonight, five stories about how artificial intelligence is changing our world. This is what happened when a woman who had been diagnosed with breast cancer started to ask questions about why it couldnt have been diagnosed earlier. There is, however, one of the Wired25 icons willing to take on the issue. And I think the tipping-point moment we are at now, which is what is casting the whole question of things like artificial intelligence and technological innovation into a completely different framework, is that if in fact China and the U.S. are in some way fundamentally antagonistic to each other, then we are in a completely different world. You can just go through field after field after field. ALASTAIR MACTAGGART: I'll tell you I was scared. So effectively what the Belt and Road is, is China's attempt to, via spending and investment, project its influence all over the world. TRW plant; that was unfortunate when that went down. Aging Reflection Paper. We made $150,000 in a year. And they're really excited to be able to start working with us, both because of the potential savings from deploying self-driving, and also because of all the operational efficiencies that they see, the biggest one being able to operate 24 hours a day. He laughed so hard. It's going to create all kinds of benefits in ways large and small, and challenges for us as well. For his research, Viscelli tracked down truckers and their families, like Shawn and Hope Cumbee of Beaverton, Michigan. And please, tell all the workers how grateful these families will be. [Crying]. The workplace of the future will demand different skills, and gaining them, says Molly Kinder, will depend on who can afford them. And the transformation where they now think they're diverging. Think about the massive data that Facebook has on user preferences and how it can very smartly target an ad that you might buy something and get a much bigger cut that a smaller company couldn't do. Originality . AI-enabled technologies are predicted to generate over $2.9 Trillion USD in business by 2021 (WEF 2018). Don't give too much information in the reflective essay thesis statement as you will expand on it later. Questions for Discussion. Future Intelligence Technology - 44 min - 8.87 Catch a first-time glimpse at smart technology that. ", I would say today China is quickly catching up. 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. PBS is a 501(c)(3) not-for-profit organization. The aim was to get more people to the polls in the 2010 midterm elections. People can't afford to take time off of work; they don't have a cushion. He and sociologist Emily Wornell have been documenting employment trends in Middle America. Nobody." Epidemiology HIV Paper. What we read, what we seewe're in charge. So we called it "the Sputnik moment" for the Chinese government; the Chinese government kind of woke up. I'm really worried about where this leads us in the future. Just like AlphaGo can beat the human player in Go, I think the machine will definitely surpass the human driver, in the end. And they're using that information to tell others the story of us. 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. 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. AI is teaching the machine and the machine becoming smart. sts reflection information age why it is called information age? Thats the premise of a new book written by Kai-Fu Lee. 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 this state of emergency, the founders decided, We've simply got to find a way to save this company. Artificial intelligence holds so much promise, but it's going to reshape every aspect of the economy, so many aspects of our lives. But the white-collar jobs are easier to take, because theyre a pure quantitative analytical process. Journal Reflection #2: Insights into your first ML project . And those traces, back in these days, were called "digital exhaust.". And this is going be something that was gonna be critically important in the future. 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. Keep it short and sweet. Critics warn that the government and some private companies have been building a national database from dozens of experimental social credit programs. Zuckerberg has apologized for numerous violations of privacy, and his company was recently fined $5 billion by the Federal Trade Commission. And the answer is the Industrial Revolution. This is an early demonstration. But we could change that. China has decided to chase the AI future. Its been projected that over 600 million cameras will be deployed by 2020. Which means that maybe we have some kind of new, weird, seemingly implausible solution to climate change. And today the typical truck driver will earn a little over $40,000 a year. One was, "Oh, my goodness. 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. 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. Cashier was my first job, and where I live in Washington, D.C., its actually the No. They're creating value; making high margins; inventing a new model. 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. But thats not new; that's always been the case, and we will figure it out. Nick Thompson is editor-in-chief of Wired. 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. Automations is definitely taking away a lot of jobs. The weird part about this graph is how the income has decoupledis not going up the same way that productivity is any more. The engineers are confident that, in spite of questions about when this will happen, they can get it working safely sooner than most people realize. Asked about the government using AI for social control, he chose his words carefully. What does it mean to be human in the age of technology? In the future, the research and development of cutting-edge technologies such as brain-computer interface (BCI) together with the development of the human brain will eventually usher in a strong AI era, when AI can simulate and . At MIT's Artificial Intelligence Lab, Professor Regina Barzilay uses deep learning to teach the computer to understand language as well as read text and data. 2. There are many aspects of the world which we can't explain with words. You should maintain a formal tone, but it is acceptable to write in the first person and to use personal pronouns. Offenders are shamed in public and with facial recognition can be instantly fined. And for those who arent, it can describe them. With the help of A.I, machines will be able to learn, solve problems, plan things, think, etc. The markets in Asia and the U.S. falling sharply on news that a top Chinese executive has been arrested in Canada. The great compliment a geek gives another one is "Wow, I wish I had drawn that graph." "The increasing use of artificial intelligence in technology will transform our societies for the worse." Module: FC-503 Tutor Name: Assessment type: Essay Student Number: T0061516 Word Count: The theme of the 2017 Summer Davos meeting was about the fourth revolution of science and technology and artificial intelligence was undoubtedly one of the main topics discussed by people. Casper, paste. China would catch up with the U.S. in artificial intelligence by 2025 and lead the world by 2030. So Mactaggart decided that because he was holding a strong hand, it was worth negotiating with them. And from those experiments we already see thatthe possibility of what this social credit system can do to individual. The world needs Huawei because we are more advanced. Ones in bold are those that I refer back to and found particularly useful. I mean, its in the blood; third-generation driver. we're all going to be happy. And over time, it's shifted a little bit. Artificial Intelligence is the intelligence possessed by the machines under which they can perform various functions with human help. He would move on to Microsoft Research in Asia and became the head of Google China. We didnt take a broad enough view of our responsibility, and that was a big mistake. Share Your Thoughts on a Social Issue. If we can build a truck thats 10 times safer than a human driver, then not much else actually matters. Kai-Fu Lee also makes a great deal of money from AI. "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. Where are all the telephone operators, bowling pin setters, elevator operators? Forty-seven percent. 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. Conclusion: In this section of your essay write a closing statement in which you summarize your experience. Hicks says that automation has been a mostly silent job killer, lowering the standard of living. They were sure that Lee Sedol would beat AlphaGo, hands down. 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. And if AB 375 passes by tomorrow and is signed into law by the governor, we will withdraw the initiative. In some ways, Cambridge Analytica was using tools that were 10 years old. In all, he would spend $4 million of his own money in an effort to rein in the goliaths of Silicon Valley. [Speaking Chinese] As we often say in China, the beginning is the most difficult part. It's not just that you talk about the things that you have to do today; it's whether you simply rattle them on in a rambling paragraph or list them as bullet points. In the age of AI, the algorithms are transporting us into a universe of vast potential and transforming almost every aspect of human endeavor and experience. 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 Age of Artificial Intelligences: A Personal Reflection 4 stand its beginnings. And my granddaddy told me a long time ago, when I was probably 11, 12 years old, probably, he said, "The world meets nobody halfway. 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 in this case, the automation's already going to be there, so I don't know how you come back. It's important that you review the material before writing the reflection paper. There are many reasons why it should but the most important reason is you . There's been some excellent research that says that half of Americans couldn't afford a $400 unexpected expense. U.S. is ahead in technology; China has a larger market, and the Chinese government is helping with infrastructure efforts. The point is that this is the same microbehavioral targeting that is directed toward individuals based on intimate, detailed understanding of personalities. Test Preparation Enters The Age Of Artificial Intelligence Feb 6, 2023, 10:23pm EST Just The Facts, Ma'am: PBS NewsHour's New Co-Anchor On Journalism In Today's Digital Age Mr. Secretary, please call the roll. 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.". The place is just filled with these screens where you can see the computers are actually reading people's faces and trying to digest that data, and basically track and identify who each person is. And we found that most of them didn't really need the surgery; they didn't have cancer. The average personal income in Saginaw is $16,000 a year. Artificial Intelligence (AI) and robotics are likely to have a significant long-term impact on higher education (HE). This argument about job loss in the age of AI was ignited six years ago amid the gargoyles and spires of Oxford University. Never write the whole essay at once. 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 Thesis Statement. Until now. 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. Questions are posted anonymously and can be made 100% private. What's gonna happen to my son?" 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. Probably none in this country. That's the AI program based on learning, really, that has been so successful in the last few years, and hasit wasn't clear 10 years ago that it would work, but it has completely changed the map and is now used in almost every sector of society. This is really an outgrowth of the increasing gaps of haves and have-nots; the wealthy getting wealthier, the poor are getting poorer. Life in China is largely conducted on smartphones. Recently, the CEO promised complete transparency into the companys software, but U.S. authorities are not convinced. Theyre doing that because behavioral prediction is about taking uncertainty out of life. DRAFT REPORT on artificial intelligence in a digital age (2/11/21) This was a prototype of sorts, from which he has built his multimillion-dollar company. The AI giants want to paint a rosier picture because they're happily making money, so I think they prefer not to talk about the negative side. On an interstate in the U.S. Southwest, artificial intelligence is at work solving the problem thats become emblematic of the new age: replacing a human driver. Pedro Domingos wrote the book "The Master Algorithm.". This is my obsessively curated list of research papers and articles on ethics in AI that I have been collecting over the years. Amazon was a garage startup. 1. So now, there might be the need for two more fork truck drivers, or two more quality inspection personnel. November 5, 2019 / 1h 54m. His parents sent him to high school in Tennessee. Well, maybe they haven't yet. She was used to asking questions. Someone who has much more lower battery, they get much more dangerous than others. 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 model is simply this: Provide a free servicelike Facebookand in exchange you collect the data of the millions who use it. Because AI is a little bit like electricity. 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. 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. A one-year decline is a recession; a 15-year decline gives an entirely different sense about the prospects of a community. We somehow think we should put all of our energy into chemotherapies to save women with metastatic breast cancer, and yet, when we find it early, we cure it, and we cure it without having the ravages to the body when we diagnose it late. One of the first real experiences I can remember with artificial intelligence was the first GPS my parents bought. Produced by: Neil Docherty. There have been reports of torture and deaths in the camps. Once in love with e-commerce, Wall Street has turned its back on the dot-coms. 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.

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