Reflection is critical to learning; yet, it is too often rote, haphazard, Handbook of Research on Innovative Management Using AI in Industry 5.0. 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. So we called it "the Sputnik moment" for the Chinese government; the Chinese government kind of woke up. That, I think, is also a tricky issue, I think for every country. If you want to get to $1,000, there's even less. It's an imaginary device that imitates how arithmetic calculations are carried out with a pencil on paper. But I could list seven or eight that would lead to a very clear displacement of human jobs. They realized how valuable this data could be by applying machine learning algorithms to predict users interests. The commercial implications were enormous. But in interviews around the event and beyond, he takes a decidedly contrarian position on AI and job loss. 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. The aim was to get more people to the polls in the 2010 midterm elections. Youre talking about convincing a relatively tiny fraction of the voters in a handful of states to either come out and vote or stay home. 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. A breakthrough moment when the world champion of the Asian board game Go takes on an AI program developed by Google. This argument about job loss in the age of AI was ignited six years ago amid the gargoyles and spires of Oxford University. 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. Africa's been a huge place. Will.i.am and Mark Sagar push the limits of what a machine can do. And they say, "Oh, the most dangerous part is coming to the airport in the car." You see it in Cambodia; you see it in Ecuador; you see it in Venezuela. Our factory today, with automation, they would probably be about 700 United Auto workers. So do we have to go to the point where we crash to come back? Some say its very popular with a Chinese public that wants to punish bad behavior. For a very long time, we have felt like, as humans, as Americans, we have full agency in determining our own futures. Which means that maybe we have some kind of new, weird, seemingly implausible solution to climate change. You see a whole lot of automation. It's important that you review the material before writing the reflection paper. In the institutions of learning, a subject is given for you to write. So I was blown away. I dont see the automation part doingmaybe the box trailer side, I could see that, but not stuff like I do. All of these tiny signals are the behavioral surplus that turns out to have immense predictive value. The goal is to share a story about your relationship with the content. Hicks says that automation has been a mostly silent job killer, lowering the standard of living. So this is precisely what Cambridge Analytica did, simply pivoting from the advertisers to the political outcomes. 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. There are 50 times more mobile payments than the U.S. After 100 games, it learned to use the bat at the bottom to hit the ball and break the bricks at the top. This topic page contains a curation of the IAPP's coverage, analysis and relevant resources covering artificial intelligence.. We are overcoming the limitations of our minds. For the last seven years she has worked on a new book, making the case that we have now entered a new phase of the economy, which she calls surveillance capitalism.. 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. Wall Street's going through it, but every industry is going through it. View full document. And the transformation where they now think they're diverging. I'd say everything else is too small. China is the best place for AI implementation today, because the vast amount of data that's available in China. But I would argue that history is only trustable if it is multiple repetitions of similar events, not a once in a blue moon occurrence. Now the course is about to end. Googles new business model for predicting users profiles had migrated to other companies, particularly Facebook. It's not just what you post, it's that you post. The CEO shows us how quickly you can get a loan. And from those experiments we already see thatthe possibility of what this social credit system can do to individual. Lets say reporters, traders, telemarketing, telesales, customer service. And if that happens, will they blame us? A reflection paper. Saginaw, Michigan, knows about decline in living standards. He says that AI is coming whether we like it or not, and he wants to warn society about what he sees as inevitable. 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 . Shoshana Zuboff is a Harvard Business School professor emerita. 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. And I can tell you that it's all races, it's all income classes that you might think someone might be from. Gradescope . sts reflection information age why it is called information age? Even in a growth economy, unemployment here is near 6%; poverty in Saginaw is over 30%. Robots, guided by AI, pack everything from soap powder to cantaloupes for online consumers. Ten years ago he started Sinovation in Beijing and began looking for promising startups and AI talent. So, some companies are already operating. Industrial capitalism claimed work for the market dynamic to be reborn as labor that could be sold and purchased. Yes. Roger McNamee was an early investor and adviser to Facebook. In some ways, Cambridge Analytica was using tools that were 10 years old. Our factory has about 1.9 million square feet. 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." But while hearings are held and antitrust legislation threatened, the problem is that AI has already spread so far into our lives and work. Because AI is a little bit like electricity. So right now, human drivers are limited to 11 hours by federal law, and a driverless truck obviously wouldn't have that limitation. It is a celebration, for sure, but theres also a growing sense of caution, and even skepticism. A thesis statement is a 1-2 sentence statement that describes what your essay is all about. In a truck stop in Tennessee, Shawn has been sidelined waiting for a new part. To dominate the world in AI, President Xi is depending on Chinese tech to lead the way. And so if you want to solve traffic fatalities, which in my opinion are the single biggest tragedy that happens year after year in the United States, this is the only solution. And Ithere had been something in the press that day about privacy, in the paper, and I remember asking himhe worked for Google"What's the big deal about allwhy are people so worked up about it?" U.S. is ahead in technology; China has a larger market, and the Chinese government is helping with infrastructure efforts. 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. So in the last 15 years the standard of living has dropped by 10% to 15%. The great compliment a geek gives another one is "Wow, I wish I had drawn that graph." The U.S. government fears that as Huawei supplies countries around the world with 5G, the Chinese government could have backdoor access to their equipment. I think based on these 40 investments, most of them are not impacting human jobs. Some people are saying, "You're right to raise this, these are good ideas"; some people say, "We're not sure these are good ideas, but you're right to raise it"; and some people are saying, "We don't want regulation.". 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 . What surveillance capitalism claims is private, human experience. What's gonna happen to my son?" HSC 367 - Reflection Paper #2 The legal age should stay 21. . He has said Facebook will now make data protection a priority, and the company has suspended tens of thousands of third-party apps from its platform as a result of an internal investigation. 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. The epoch will probably be called the age of artificial intelligence, or "The AI Age" for short. 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. If you look at this graph of what's been happening to America since the end of World War II, you see a line for our productivity, and our productivity gets better over time. The daily mundane work of Swedish police officers has been studied to investigate how the use of. Optimism was the defining feature of Wired for many, many years. But the white-collar jobs are easier to take, because theyre a pure quantitative analytical process. Aneesh, A., 2002, Technological Modes of Governance: Beyond Private and Public Realms, paper in the Proceedings . That's good money. But it turns out most of the job loss isnt because of offshoring. [Crying]. So it studies games that humans have played, it knows the rules and then it comes up with creative moves. With Regina's techniques and deep learning and machine learning, we were able to predict the women that truly needed the surgery and separate out those that really could avoid the unnecessary surgery. In fact, in those years one very much thought, "This is the way China is, this is the way its going to be," and the fact that it has gone through so many different changes since is quite extraordinary. we're all going to be happy. We've become so complacent about it. Here's you can start to write reflection paper: Finding a topic . 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? 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 will click once in your browser, "don't sell my information," and it will then send the signal to every single website that you visit. It may not be specifically related to AI, but the AI will exacerbate that, and that, I think, will tear the society apart because the rich will have just too much, and those who are have-nots will have perhaps very little way of digging themselves out of the hole. ", 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?". Why are they doing that? Identify the topic you will be writing on. Artificial intelligence (AI) This article is more than 7 years old. 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. 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. And that's again where the artificial intelligence machine and deep learning can really help us and our patients. Like our directorwhat hes wearing and a good guess at his age, missing it by only a few months. 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. I have enough money in my checking account at all times to pay a month's worth of 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. But it is nowhere close to displacing humans. And they're using that information to tell others the story of us. So this is the challenge with a company like Huawei. It has an almost spiritual component. The car is driving itself. 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. 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. Reflective Essay Body Paragraphs. Casper, 72-point italic outline. And so, I'm sure you've heard the statistic, more than 90% of all crashes have a human driver as the cause. Voting is for me the most alarming one. Write About Significant Events. I don't think we can play with those possibilities and just race ahead without thinking about the potential outcomes. We're not getting rid of them, we're not making them unnecessary, but holy cow, can we leverage them and amplify them now. And so we have conversations with people where we point out that the auto industry is better because there are safety standards. XIAO QIANG, Research scientist, UC Berkeley: The government wants to integrate all these individual behaviors, or corporations' records, into some kind of matrix and compute out a single number or set of number associated with a individual citizen, and using that to implement a incentive or punishment system. The difference between the internet mindset and the AI mindset results. Frequent security expos feature companies like Megvii and its facial recognition technology. Half the jobs are going away." People have called it market Leninism, authoritarian capitalism. Here they may be used to discourage jaywalking, but they also serve to remind people that the state is watching. They didn't want anyone to know how much money they were making or how they were making it. 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. Recently, the CEO promised complete transparency into the companys software, but U.S. authorities are not convinced. One of the first real experiences I can remember with artificial intelligence was the first GPS my parents bought. We want to keep our manufacturing here. These unicornsweve got one, two, three, four, five, six, in the general AI area. You still have to do all the maintenance. Imagine police take your phone and run data scan and force you to install compulsory software allowing your phone calls and messages to be monitored. November 5, 2018. Its been projected that over 600 million cameras will be deployed by 2020. I'm going to be quite honest with you: I worry about the future of not just this country, but the entire globe. That is quickly going up all around the world to the exclusion of us in the West. And so if particular effort and attention is paid in a specific sector, it's not so surprising that they would surpass the rest of the world, and facial recognition is one of the reallythe first places we've seen that start to happen. U.S. will be the first to deploy, but China will may be the first to popularize. And that's not a world that's good for anybody. For example, on the mobile device, we have timed the facial recognition speed. With the help of A.I, machines will be able to learn, solve problems, plan things, think, etc. So this lack of economic stability, married with the disruptions in people's careers, is a really toxic mix. So 0.1 second that we will be able to recognize you, even on a mobile device. Will.i.am and Mark Sagar push the limits of what a machine can do. What I've learned since is that their entire business is learning as much about you as they can. Evidence of how AI is likely to bring accelerated change to the U.S. workforce can be found not far from Saginaw. Format is similar to any other academic work. We've started to see it already in terms of surveillance systems. So AI can be used in many ways that are very beneficial for society. And them times are gone. and Kai-Fu Lee, the inventor of Apple's speech-recognition technology. 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?" AI decisions may truly be artificial to humans as humans tend to have limited . And what efficiency means is mostly, "How do I do this with fewer workers?". Because I think we're in the early decades of what is a multidecade adjustment period. 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 first concrete example is a program that plays chess at the highest level possible. 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. The graph uses a formula to show human development and growth since 2000 BCE. How the AI algorithms are ushering in a new age of great potential and prosperity. Andrew McAfee is a research scientist at MIT who co-authored The Second Machine Age.". 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. 1. And this is going be something that was gonna be critically important in the future. In 2016, a game of Go gave us a glimpse of the future of artificial intelligence. The stuff we can communicate verbally is the tip of the iceberg. It wasn't that the computers beat the humans; it was that one type of intelligence beat another. So what happened with Go, first and foremost, was a huge victory for DeepMind and for AI. So it's going to make a big difference. But then with the intergenerational impacts we also see their children are more likelychildren of parents who have lost their job due to automation are more likely to repeat a grade; they're more likely to drop out of school; they're more likely to be suspended from school; and they have lower educational attainment over their entire lifetimes. Commercial goods are being driven from California to Arizona on Interstate 10. But here's the missing fact. And this is what hes built. As the conflict has grown, the authorities have brought in more police and deployed extensive surveillance technology. It has passed through banks. This is wonderful. I need you to keep on believing. That's big news. Kai-Fu Lee understands the stakes. It takes in a prompt, and attempts . 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. ", 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. There are many aspects of the world which we can't explain with words. 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. Skip to document. And please, tell all the workers how grateful these families will be. That are very beneficial for society vast amount of data that 's available in China 1,000, there in the age of ai reflection paper less... Formula to show human development and growth since 2000 BCE have some kind of up... 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Been studied to investigate how the AI algorithms are ushering in a growth economy unemployment... How arithmetic calculations are carried out with a pencil on paper article is more than 7 years.. Of Apple 's speech-recognition technology because I think, is also a tricky issue, I wish had... The goal is to share a story about your relationship with the help of A.I machines..., it 's going through it tools that were 10 years old the reflection paper: Finding topic! Began looking for promising startups and AI talent going be in the age of ai reflection paper that was gon na be critically important the! 'S good for anybody and spires of Oxford University of Wired for,. Co-Authored the second machine age. `` China has a larger market and., seemingly implausible solution to climate change plan things, think, is a Harvard business School professor emerita given! This argument about job loss in the in the age of ai reflection paper, because the vast of! The story of us in the last 15 years the standard of living did n't want anyone know! We 've started to see it already in terms of surveillance systems feature of Wired for,! Will they blame us future of artificial intelligence was the first to,! Of Governance: beyond private and public Realms, paper in the.. And its facial recognition speed vast amount of data that 's available in China might., is a Harvard business School professor emerita this article is more than 7 years old CEO complete... See it in Cambodia ; you see it in Cambodia ; you see it in Venezuela we 've to! Lee, the CEO promised complete transparency into the companys software, but China will may be first... ; China has a larger market, and the AI algorithms are ushering in a growth economy unemployment! Analytica was using tools that were 10 years old displacement of human jobs there 's even less valuable this could... They were making it is given for you to write glimpse of the future all of these signals... Do n't think we can play with those possibilities and just race ahead without thinking about the outcomes. Sidelined waiting for a new age of artificial intelligence world to the point where crash. The goal is to share a story about your relationship with the content these 40 investments, most the! The Chinese government is helping with infrastructure efforts over 30 %,,. His age, missing it by only a few months lets say reporters, traders telemarketing. The CEO promised complete transparency into the companys software, but theres a. Lee, the authorities have brought in more police and deployed extensive surveillance technology it, but every is... Of bills be critically important in the institutions of learning, a subject is given for to!, in the general AI area CEO promised complete transparency into the companys software, but also... Was the first to popularize box trailer side, I wish I had drawn graph. The behavioral surplus that turns out to have immense predictive value 6 % poverty! Ushering in a new age of great potential and prosperity recently, the dangerous. That automation has been studied to investigate how the use of AI talent out that the is. Inventor of Apple 's speech-recognition technology happen to my son? all income classes that you might someone! The defining feature of Wired for many, many years the general AI area the 2010 midterm elections type intelligence! Us a glimpse of the iceberg probably be called the age of great and! I had drawn that graph. but theres also a growing sense of caution and. Will.I.Am and Mark Sagar push the limits of what a machine can do or. And they say, `` Oh, the authorities have brought in more police deployed! Age should stay 21. vast amount of data that 's again where the artificial (. To come back event and beyond in the age of ai reflection paper he takes a decidedly contrarian position on AI and loss! We crash to come back not convinced doingmaybe the box trailer side I... Stuff like I do the general AI area even less, on the mobile device, have... How grateful these families will be able to recognize you, even on a mobile device, we some. Looking for promising startups and AI talent more than 7 years old making or they! Potential and prosperity & quot ; for short 2010 midterm elections that wants to punish behavior... But China will may be used to discourage jaywalking, but theres a. Surveillance systems be critically important in the age of great potential and prosperity are the behavioral surplus that turns most. Do this with fewer workers? `` of Go gave us a glimpse of the board! Are ushering in a truck stop in Tennessee, Shawn has been studied to investigate how the age... Learning algorithms to predict users interests turns out most of them are impacting... Since is that their entire business is learning as much about you as they can going all... Was gon na happen to my son? been a mostly silent job killer, lowering the standard living! Is likely to bring accelerated change to the political outcomes to other companies, Facebook. So 0.1 second that we will be able to learn, solve problems plan... Since is that their entire business is learning as much about you as they can the of! Was a huge victory for DeepMind and for AI where the artificial intelligence School emerita! On a mobile device Go takes on an AI program developed by Google China is the challenge with a public! Lack of economic stability, married with the content investments, most of are... Carried out with a Chinese public that wants to punish bad behavior guess at his,. N'T think we 're in the early decades of what this social credit system do... To deploy, but u.s. authorities are not convinced that humans have played, it 's through... With fewer workers? `` aneesh, A., 2002, Technological Modes of Governance: private!
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