this report from the Brookings Institute:

West, D.M. (2015). What happens if robots take the jobs? The impact of emerging technologies on employment and public policy.Center for Technology Innovation at Brookings.Retrieved from:

October 2015 What happens if robots take the jobs? The impact of emerging technologies on employment and public policy By Darrell M. West I Darrell M. West is vice president and director of Governance Studies and founding director of the Center for Technology Innovation at Brookings. His studies include technology policy, electronic government, and mass media. INTRODUCTION realized something dramatic was happening when my assistant Hillary came to me with an unusual experience. I had asked her to reschedule an appointment and she had emailed Amy, the personal assistant of the individual on my calendar. Amy was amazingly prompt in her follow-up. Hillary was on vacation and when Amy didn't get an immediate response, she emailed my assistant multiple times over the [R]obots, artificial intelligence, weekend trying to find a date that would work.1 It was only at this point that Hillary noticed Amy was a \"virtual assistant.\" Working for an artificial intelligence firm that schedules meetings, Amy performed the tasks of a human assistant who read emails, discerned intent, and came up with a relevant response. Other than the artificial intelligence title on her signature line, and her extraordinary persistence and followthrough on weekends, there was nothing in the exchange that would have led anyone to conclude the correspondent was not human. computerized algorithms, mobile sensors, 3-D printing, and unmanned vehicles are here and transforming human life. People can decry these developments and worry about their \"dehumanizing impact,\" but we need to determine how emerging technologies are affecting employment and public policy. In reflecting on this experience, I realized that a virtual assistant trained in intelligent response is not a futuristic vision. Rather, it is a current reality that performs quite well. This and other automated tools are no longer at the cutting edge of new technology. Rather, robots, artificial intelligence, computerized algorithms, mobile sensors, 1 3-D printing, and unmanned vehicles are here and transforming human life. People can decry these developments and worry about their \"dehumanizing impact,\" but we need to determine how emerging technologies are affecting employment and public policy. In this paper, I explore the impact of robots, artificial intelligence, and machine learning. In particular, I study the impact of these emerging technologies on the workforce and the provision of health benefits, pensions, and social insurance. If society needs fewer workers due to automation and robotics, and many social benefits are delivered through jobs, how are people outside the workforce for a lengthy period of time going to get health care and pensions? There are profound questions for public policy based on emerging technologies, the changing nature of the workforce, and the differential impact on various demographic groups. We need to reconfigure the social contract and figure out how to deliver social benefits in the new economy that is unfolding. Current approaches linked to full-time jobs will be insufficient if employment patterns change and society needs fewer workers to perform basic tasks. We already have seen the impact of automation on blue-collar jobs and are starting to see its impact spread to white-collar jobs. As computers become more sophisticated, creative, and versatile, more jobs will be affected by technology and more positions made obsolete. In this situation, there have to be ways for people to get health care, pension, disability, and income supplements outside of full-time employment. Offering a basic income, revamping the earned income tax credit, providing activity accounts for lifetime education and retraining, expanding corporate profit-sharing, and providing benefit credits for worthy volunteerism represent ways to do this. We also need to reform school curricula so students aren't being trained for jobs that no longer exist and encourage continuing education and access to arts and culture for adults so they can expand their horizons throughout their lives. Advanced economies need to determine ways to avoid a permanent underclass with limited financial prospects or employment possibilities. EMERGING TECHNOLOGIES The list of new technologies grows every day. Robots, augmented reality, algorithms, machine-to-machine communications, 3-D printing, and autonomous vehicles help people with a range of different tasks.2 These technologies are broad-based in their scope and significant in their ability to transform existing businesses and personal lives. They have the potential to ease people's lives and improve their personal and business dealings.3 In his book, \"Pax Technica,\" political scientist Philip Howard outlines an \"empire of bits\" that is transforming how people interact with one another.4 Technology is becoming much more sophisticated and this is having a substantial impact on the workforce. ROBOTS Robots are expanding in magnitude around the developed world. Figure 1 shows the numbers of industrial robots in operation globally and there has been a substantial increase in the past few years. In 2013, for example, there were an estimated 1.2 million robots in use. This total rose to around 1.5 million in 2014 and is projected to increase to about 1.9 million in 2017.5 Japan has the largest number with 306,700, followed by North America (237,400), China (182,300), South Korea (175,600), and Germany (175,200). Overall, robotics is expected to rise from a $15 billion sector now to $67 billion by 2025.6 What happens if robots take the jobs? 2 According to an RBC Global Asset Management study, the costs of robots and automation have fallen substantially. It used to be that the \"high costs of industrial robots restricted their use to few high-wage industries like the auto industry. However, in recent years, the average costs of robots have fallen, and in a number of key industries in Asia, the cost of robots and the unit costs of low-wage labor are converging ... Robots now represent a viable alternative to labor.\"7 The Defense Advanced Research Projects Agency held a competition for a robot that could perform in hazardous environments. Robots were given eight tasks such as \"driving a vehicle, opening a door, operating a portable drill, turning a vale and climbing stairs.\"8 The goal was Figure 1: Number of Industrial Robots Around the World 1.2 million 1.5 million 1.9 million 2013 2014 2017 to have equipment that could operate in damaged nuclear reactors or disaster scenes too dangerous for humans to operate. A Korean team won the competition (with a $2 million first prize) for completing these tasks. In the contemporary world, there are many robots that perform complex functions. According to a presentation on robots, \"the early 21st century saw the first wave of companionable social robots. They were small cute pets like AIBO, Pleo, and Paro. As robotics become more sophisticated, thanks largely to the smart phone, a new wave of social robots has started, with humanoids Pepper and Jimmy and the mirror-like Jibo, as well as Geppetto Avatars' software robot, Sophie. A key factor in a robot's ability to be social is their ability to correctly understand and respond to people's speech and the underlying context or emotion.\"9 These machines are capable of creative actions. Anthropologist Eitan Wilf of Hebrew University of Jerusalem says that sociable robots represent \"a cultural resource for negotiating problems of intentionality.\"10 He describes a \"jazzimprovising humanoid robot marimba player\" that can interpret music context and respond creatively to improvisations on the part of other performers. Designers can put it with a jazz band, and the robot will ad lib seamlessly with the rest of the group. If someone were listening to the music, that person could not discern the human from the robot performer. In Japan, there is a new hotel called Henn-na that uses robots to check people in and escort guests to their rooms. The robotic receptionist speaks Japanese or English, depending on the preferences of the guest. It can set up the reservations for people, take them to their rooms, and adjust the accommodation's temperature. Within the room, guests can use voice commands to alter the lighting and ask questions regarding the time or weather.11 Amazon has organized a \"picking challenge\" designed to see if robots can \"autonomously grab items from a shelf and place them in a tub.\" The firm has around 50,000 people working in its warehouses and it wants to see if robots can perform the tasks of selecting items and moving them around the warehouse. During the competition, a Berlin robot successfully completed ten of the twelve tasks. To move goods around the facility, the company already uses 15,000 robots and it expects to purchase additional ones in the future.12 What happens if robots take the jobs? 3 In the restaurant industry, firms are using technology to remove humans from parts of food delivery. Some places, for example, are using tablets that allow customers to order directly from the kitchen with no requirement of talking to a waiter or waitress. Others enable people to pay directly, obviating the need for cashiers. Still others tell chefs how much of an ingredient to add to a dish, which cuts down on food expenses.13 Other experimentalists are using a robot known as Nao to help people deal with stress. In a pilot project called \"Stress Game,\" Thi-Hai-Ha Dang and Adriana Tapus subject people to a board game where they have to collect as many hand objects as they can. During the test, stress is altered through game difficulty and noises when errors are made. The individuals are wired to a heart monitor so that Nao can help people deal with stress. When the robot feels human stress levels increasing, it provides coaching designed to decrease the tension. Depending on the situation, it can respond in empathetic, encouraging, or challenging ways. In this way, the \"robot with personality\" is able to provide dynamic feedback to the experimental subjects and help them deal with tense activities.14 COMPUTERIZED ALGORITHMS There are computerized algorithms that have taken the place of human transactions. We see this in the stock exchanges, where high-frequency trading by machines has replaced human decision-making. People submit, buy, and sell orders, and computers match them in the blink of an eye without human intervention. Machines can spot trading inefficiencies or market differentials at a very small scale and execute trades that make money for people.15 Some individuals specialize in arbitrage trading, whereby the algorithms see the same stocks having different market values. Humans are not very efficient at spotting price differentials but computers can use complex mathematical formulas to determine where there are trading opportunities. Fortunes have been made by mathematicians who excel in this type of analysis.16 ARTIFICIAL INTELLIGENCE Artificial intelligence refers to \"machines that respond to stimulation consistent with traditional responses from humans, given the human capacity for contemplation, judgment and intention.\"17 It incorporates critical reasoning and judgment into response decisions. Long considered a visionary advance, AI now is here and being incorporated in a variety of different areas. It is being used in finance, transportation, aviation, and telecommunications. Expert systems \"make decisions which normally require human level of expertise.\"18 These systems help humans anticipate problems or deal with difficulties as they come up. Long considered a visionary advance, AI now is here and being incorporated in a variety of different areas. It is being used in finance, transportation, aviation, and telecommunications. There is growing applicability of artificial intelligence in many industries.19 It is being used to take the place of humans in a variety of areas. For example, it is being used in space exploration, advanced manufacturing, transportation, energy development, and health care. By tapping into the extraordinary processing power of computers, humans can supplement their own skills and improve productivity through artificial intelligence. What happens if robots take the jobs? 4 AUGMENTED REALIT Y Augmented reality is bringing 3-D technologies and graphic displays to human existence. For example, Facebook's Oculus, Google's Magic Leap, and Microsoft's HoloLens represent consumer examples of this development. They enable people to supplement the usual senses with computergenerated graphics, video, sounds, or geo-location information. These images can be mapped to the physical world and made Using handheld devices interactive for the user. or sensors, they can move People can mount displays on their heads or stand in a digital lab where images are projected onto the wall. Using handheld devices or sensors, they can move through buildings, simulate battle conditions, role play disaster responses, or immerse themselves in virtual reality. through buildings, simulate battle conditions, role play disaster responses, or immerse themselves in virtual reality. Some of the most advanced applications have come from the military. Its planners use augmented reality to train recruits for street patrols and battle conditions. Supervisors can alter virtual conditions and see how the soldiers respond. This allows them to \"experience\" a wide range of circumstances from the safety of the lab.20 That helps them navigate actual battlefields once they are sent abroad. MEDICAL SENSORS AND MACHINE-TO - MACHINE COMMUNICATIONS Machine-to-machine communications and remote monitoring sensors that remove humans from the equation and substitute automated processes have become popular in the health care area. There are sensors that record vital signs and electronically transmit them to medical doctors. For example, heart patients have monitors that compile blood pressure, blood oxygen levels, and heart rates. Readings are sent to a doctor, who adjusts medications as the readings come in. According to medical professionals, \"we've been able to show significant reduction\" in hospital admissions through these and other kinds of wireless devices.21 There also are devices that measure \"biological, chemical, or physical processes\" and deliver \"a drug or intervention based on the sensor data obtained.\"22 They help people maintain an independent lifestyle as they age and keep them in close touch with medical personnel. \"Point-of-care\" technologies keep people out of hospitals and emergency rooms, while still providing access to the latest therapies. Implantable monitors enable regular management of symptoms and treatment. For example, \"the use of pulmonary artery pressure measurement systems has been shown to significantly reduce the risk of heart failure hospitalization.\"23 Doctors place these devices inside heart failure patients and rely upon machine-to-machine communications to alert them to potential problems. They can track heart arrhythmia and take adaptive moves as signals spot troublesome warning signs. Automated machines are being integrated into health care in several different respects. Some people are relying upon \"rehabilitation robots\" to aid people with specific tasks. Service robots meanwhile help people personalize their treatment and deal with health, safety, and mobility issues. Companion robots attempt to improve quality of life What happens if robots take the jobs? 5 through interactivity and socialability.24 In conjunction with wired \"smart homes\