Showing posts with label futurist. Show all posts
Showing posts with label futurist. Show all posts

Friday, 3 October 2014

Hard at Work in the Jobless Future



By James H. Lee

Jobs are disappearing, but there’s still a future for work. An investment manager looks at how automation and information technology are changing the economic landscape and forcing workers to forge new career paths beyond outdated ideas about permanent employment.



Blogger Ref http://www.p2pfoundation.net/Transfinancial_Economics


Futurists have long been following the impacts of automation on jobs—not just in manufacturing, but also increasingly in white-collar work. Those in financial services, for example, are being lost to software algorithms, and intelligent computers.*
Terms used for this phenomenon include “off-peopling” and “othersourcing.” As Jared Weiner of Weiner, Edrich, Brown recently observed, “Those jobs are not going to return—they can be done more efficiently and error-free by intelligent software.”
In the investment business (in which I work), we are seeing the replacement of financial analysts with quantitative analytic systems, and floor traders with trading algorithms. Mutual funds and traditional portfolio managers now compete against ETFs (exchange-traded funds), many of which offer completely automated strategies.
Industries that undergo this transformation don’t disappear, but the number of jobs that they support changes drastically. Consider the business of farming, which employed half the population in the early 1900s but now provides just 3% of all jobs. The United States is still a huge exporter of food; it is simply a far more efficient food producer now in terms of total output per farm worker.
In an ideal world, jobs would be plentiful, competitive, and pay well. Most job opportunities have two of these qualities but not all three. Medicine, law, and finance are jobs that are both competitive and pay well. Retail, hospitality, and personal services are competitive but pay low wages. Unions often ensure that jobs pay well and are plentiful, only to later find that those jobs and related industries are no longer competitive.
Since 1970, manufacturing jobs as a percentage of total employment have declined from a quarter of payrolls to less than 10%. Some of this decline is from outsourcing, some is a result of othersourcing. Those looking for a rebound in manufacturing jobs will likely be disappointed. These jobs will probably not be replaced—not in the United States and possibly not overseas, either.
This is all a part of the transition toward a postindustrial economy.
Jeff Dachis, Internet consulting legend and founder of Razorfish, coined the phrase “everything that can be digital, will be.” To the extent that the world becomes more digital, it will also become more global. To the extent that the economy remains physical, business may become more local.
The question is, what is the future of work, and what can we do about it? Here are some ideas.

The Future of Work: Emerging Trends

Work will always be about finding what other people want and need, and then creating practical solutions to fulfill those desires. Our basic assumptions about how work gets done are what’s changing. It’s less about having a fixed location and schedule and more about thoughtful and engaged activity. Increasingly, this inspiration can happen anytime, anyplace.
There is a blurring of distinctions among work, play, and professional development. The ways that we measure productivity will be less focused on time spent and more about the value of the ideas and the quality of the output. People are also going to have a much better awareness of when good work is being done.
The old model of work provided an enormous level of predictability. In previous eras, people had a sense of job security and knew how much they would earn on a monthly basis. This gave people a certain sense of confidence in their ability to maintain large amounts of debt. The consumer economy thrived on this system for more than half a century. Location-based and formal jobs will continue to exist, of course, but these will become smaller slices of the overall economy.
The new trends for the workplace have significantly less built-in certainty. We will all need to rethink, redefine, and broaden our sources of economic security. To the extent that people are developing a broader range of skills, we will also become more resilient and capable of adapting to change.
Finally, we can expect that people will redefine what they truly need in a physical sense and find better ways of fulfilling their needs. This involves sharing and making smarter use of the assets we already have. Businesses are doing the same. The outcome could be an economy that balances the needs between economic efficiency and human values.

Multitasking Careers

In Escape from Cubicle Nation (Berkley Trade, 2010), career coach Pamela Slim encourages corporate employees to start a “side hustle” to try out new business ideas. She also recommends having a side hustle as a backup plan in the event of job loss. This strategy is not just for corporate types, and Slim says that “it can also be a great backup for small business owners affected by shifting markets and slow sales.”
She says that an ideal side hustle is money-making activity that is doable, enjoyable, can generate quick cash flow, and does not require significant investment. Examples that she includes are businesses such as Web design, massage, tax preparation, photography, and personal training.
The new norm is for people to maintain and develop skill sets in multiple simultaneous careers. In this environment, the ability to learn is something of a survival skill. Education never stops, and the line between working and learning becomes increasingly blurred.
After getting her PhD in gastrointestinal medicine, Helen Samson Mullen spent years working for a pharmaceutical company—first as a medical researcher and then as an independent consultant. More recently, she has been getting certifications for her career transition as a life coach. Clinical project management is now her “side hustle” to bring in cash flow while she builds her coaching business. Meanwhile, she’s also writing a book and manages her own Web site. Even with so many things happening at once, Helen told me that “life is so much less crazy now than it was when I was consulting. I was always searching for life balance and now feel like I’m moving into harmony.” Her husband, Rob, is managing some interesting career shifts of his own, and is making a lateral move from a 22-year career in pharmaceuticals to starting his own insurance agency with State Farm.
Fixed hours, fixed location, and fixed jobs are quickly becoming a thing of the past for many industries, as opportunities become more fluid and transient. The 40-hour workweek is becoming less relevant as we see more subcontractors, temps, freelancers, and self-employed. The U.S. Government Accountability Office estimates that these “contingent workers” now make up a third of the workforce. Uncertain economics make long-term employment contracts less realistic, while improvements in communications make it easier to subcontract even complex jobs to knowledge workers who log in from airports, home offices, and coffee shops.

Results-Only Workplace Environments

Imagine an office where meetings are optional. Nobody talks about how many hours they worked last week. People have an unlimited amount of vacation and paid time off. Work is done anytime and anywhere, based entirely on individual needs and preferences. Finally, employees at all levels are encouraged to stop doing anything that is a waste of their time, their customers’ time, or the company’s time.
There is a catch: Quality work needs to be completed on schedule and within budget.
Sound like a radical utopia? These are all basic principles of the Results Only Work Environment (ROWE), as pioneered by Cali Ressler and Jody Thompson while they were human resource managers for Best Buy.
It’s “management by objective” taken to a whole new level, Ressler and Thompson write in their book, Why Work Sucks and How to Fix It (Portfolio, 2008).
Best Buy’s headquarters was one of the first offices to implement the ROWE a little over five years ago, according to Ressler and Thompson. The movement is small, but growing. The Gap Outlet, Valspar, and a number of Minneapolis-based municipal departments have implemented the strategy. Today, 10,000 employees now work in some form of ROWE.
Employees don’t even know if they are working fewer hours (they no longer count them), but firms that have adopted the practice have often shown significant improvements in productivity.
“Thanks to ROWE, people at Best Buy are happier with their lives and their work,” Ressler and Thompson write in their book. “The company has benefited, too, with increases in productivity averaging 35% and sharp decreases in voluntary turnover rates, as much as 90% in some divisions.”
Interestingly enough, the process tends to reveal workers who do not produce results, causing involuntary terminations to creep upward. ROWE managers learn how to treat their employees like responsible grown-ups. There is no time tracking or micromanagement.
“The funny thing is that once employees experience a ROWE they don’t want to work any other way,” they write. “So employees give back. They get smarter about their work because they want to make sure they get results. They know that if they can deliver results then in exchange they will get trust and control over their time.”

Co-Working

There are now more alternatives to either working at home alone or being part of a much larger office. Co-working spaces are shared work facilities where people can get together in an officelike environment while telecommuting or starting up new businesses.
“We provide space and opportunity for people that don’t have it,” Wes Garnett, founder of The coIN Loft, a co-working space in Wilmington, Delaware, told me.
Getting office space in the traditional sense can be an expensive proposition—with multiyear leases, renovation costs, monthly utilities. “For $200 [a month], you can have access to presentation facilities, a conference room, and a dedicated place to work.” And coIN Loft offers day rates for people with less-frequent space needs.
According to Garnett, more people are going to co-working spaces as “community centers for people with ideas and entrepreneurial inclinations.” He explains that co-working spaces provide a physical proximity that allows people to develop natural networks and exchange ideas on projects.
“We all know that we’re happier and more productive together, than alone” is the motto for nearby Independents Hall in Philadelphia.
Co-working visas enable people to choose from among 200 locations across the United States and in three dozen other countries.

Silicon Colleagues

Expert systems such as IBM’s Watson are now “smarter” than real people—at least on the game show Jeopardy. It was a moment in television history when Watson decimated previous human champions Ken Jennings and Brad Rutter on trivia questions, which included categories such as “Chicks Dig Me.”
IBM’s Watson is a software-based knowledge system with unusually robust voice recognition. IBM has stated that its initial markets for the technology are health care, financial services, and customer relations. In the beginning, these systems will work side-by-side with human agents, whispering in their ear to prompt them with appropriate questions and answers that they might not have considered otherwise. In the next decade, they may replace people altogether in jobs that require simple requests for information.
“It’s a way for America to get back its call centers,” futurist Garry Golden told me. He sees such expert systems reaching the workplace in the next two to three years.

Opting Out

A changing economy is causing people to rethink their priorities. In a recent survey by Ogilvy and Mather, 76% of respondents reported that they would rather spend more time with their families than make more money.
Similarly, the Associated Press has reported that less than half of all Americans say they are happy with their jobs.
Given the stresses of the modern workplace, it is not surprising that more people are simply “opting out” of the workforce. Since 1998, there has been a slight decline in the labor force participation rate—about 5% for men and 3% for women. This trend may accelerate once extensions to unemployment benefits expire. Some of these people are joining the DIY movement, and others are becoming homesteaders.
A shift back toward one-income households can happen when the costs of taxes, commuting, and child care consume a large portion of earnings. People who opt out are not considered unemployed, as they are no longer actively looking for paid work. Their focus often reflects a shift in values toward other activities, such as raising kids, volunteer work, or living simply. This type of lifestyle is often precarious and carries risks, two factors that can be mitigated through public policy that extends the social safety net to better cover informal working as well as formal employment. But this way of life also carries rewards and is becoming a more and more attractive option for millions of people.

The Future of Work, Personified

Justin Caggiano is a laid-back rock-climbing guide whom my wife and I met during our last vacation in the red canyons of Moab, Utah. He’s also been guiding rafters, climbers, and hikers for the past six years.
We watched Justin scramble up the side of a hundred-foot natural wall called The Ice Cream Parlor, a nearby climbing destination that earned its name from keeping shaded and cool in the morning despite the surrounding desert. His wiry frame allowed him to navigate the canyon cliffs and set up the safety ropes in a fraction of the time that it took us to make the same climb later that day.
Justin’s rock-climbing skills easily translated into work as an arborist during the off-season, climbing up trees and then cutting them from the top down to prevent damage to nearby buildings. Since graduating from college six years ago, he has also worked as an artisanal baker, a carpenter, and a house painter. This makes him something of a down-to-earth renaissance man.
His advice is “to be as flexible as you can—and work your tail off.”
It’s an itinerant lifestyle for Justin, who frequently changes his location based on the season, work, and nearby climbing opportunities. Rather than committing to a single employer, he pieces together jobs wherever he can find them. His easygoing personality enables him to connect with people and find new opportunities when they become available.
In the winter, he planned to stay with a friend who is building a house, trading help with carpentry and wiring in exchange for free rent. He’s been living on a shoestring for a while now, putting away money every year. Longer term, he’d like to develop all of the skills that he needs to build his own home and then pay for land and materials entirely with savings from his bank account. He plans to grow fruit trees and become somewhat self-sufficient. After that time, he says, “I’ll work when I’m needed, and live the debt-free, low-cost lifestyle when I’m older.”
Our concept of work is getting reworked. A career used to be a ladder of opportunities within a single company. For the postwar generation, the concept of “lifetime employment” was a realistic expectation. My father worked for 40 years at DuPont as a research scientist and spent almost all of that time at a sprawling complex called the Experimental Station. Most of my friends’ parents had similar careers. Over time, they were gradually promoted and moved up the corporate ladder. At best, it was a steady progression. At worst, they found their careers stuck in neutral.
The baby boomers had a somewhat different career trajectory. They still managed to have a single career, but it more closely resembled a lattice than a ladder. After working for an employer for five to 10 years, they might find a better opportunity elsewhere and continue their climb. The successful ones cultivated networks at related businesses and continually found better opportunities for themselves.
The career path for younger generations more closely resembles a patchwork quilt, as people attempt to stitch together multiple jobs into something that is flexible and works for them. In today’s environment, they sometimes can’t find a single job that is big enough to cover all of their expenses, so, like Justin, they find themselves working multiple jobs simultaneously. Some of these jobs might match and be complementary to existing skills, while others may be completely unrelated.
The future of work is less secure and less stable than it was. For many of us, our notions of employment were formed by the labor environment of the later twentieth century. But the reality of jobless working may be more in line with our values. If we can build support systems to benefit workers, wherever they are and whether they be formally employed or not, then we may be able to view the changes sweeping across society as opportunities to return to a fuller, more genuine, and more honest way of life.
Justin’s lesson is applicable to all of us; there’s a difference between earning a living and making a life.

About the Author

James H. Lee is an investment manager in Wilmington, Delaware, and a blogger for THE FUTURIST magazine (www.wfs.org/blogs/james-lee). He’s currently writing a book, tentatively titled Resilience: An Upbeat Guide to the End of the World, based, in part, on the ideas described above. Contact him at lee.advisor@gmail.com.

* The word "robotics" was removed from the printed edition. We were unable to find data to show job losses in the financial sector due to robotics.





                         

Friday, 8 August 2014

Ray Kurzweil



Future Studies can have relevance to economics



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Ray Kurzweil
Raymond Kurzweil Fantastic Voyage.jpg
Born(1948-02-12) February 12, 1948 (age 66)
Queens, New York, U.S.
NationalityAmerican
Alma materMassachusetts Institute of Technology (B.S.)
OccupationAuthor, entrepreneur, futurist and inventor
EmployerGoogle Inc.
Spouse(s)Sonya Rosenwald Fenster (1975–present)[1]
ChildrenEthan, Amy
AwardsGrace Murray Hopper Award (1978)
National Medal of Technology (1999)
Raymond "Ray" Kurzweil (/ˈkɜrzwl/ KURZ-wyl; born February 12, 1948) is an American author, computer scientist, inventor, futurist, and is a director of engineering at Google. Aside from futurology, he is involved in fields such as optical character recognition (OCR), text-to-speech synthesis, speech recognition technology, and electronic keyboard instruments. He has written books on health, artificial intelligence (AI), transhumanism, the technological singularity, and futurism. Kurzweil is a public advocate for the futurist and transhumanist movements, as has been displayed in his vast collection of public talks, wherein he has shared his primarily optimistic outlooks on life extension technologies and the future of nanotechnology, robotics, and biotechnology.
Kurzweil was the principal inventor of the first CCD flatbed scanner,[2] the first omni-font optical character recognition,[2] the first print-to-speech reading machine for the blind,[3] the first commercial text-to-speech synthesizer,[4] the first music synthesizer Kurzweil K250 capable of recreating the grand piano and other orchestral instruments, and the first commercially marketed large-vocabulary speech recognition.[5]
Kurzweil received the 1999 National Medal of Technology and Innovation, America's highest honor in technology, from President Clinton in a White House ceremony. He was the recipient of the $500,000 Lemelson-MIT Prize for 2001,[6] the world's largest for innovation. And in 2002 he was inducted into the National Inventors Hall of Fame, established by the U.S. Patent Office. He has received twenty honorary doctorates, and honors from three U.S. presidents. Kurzweil has been described as a "restless genius"[7] by The Wall Street Journal and "the ultimate thinking machine"[8] by Forbes. PBS included Kurzweil as one of 16 "revolutionaries who made America"[9] along with other inventors of the past two centuries. Inc. magazine ranked him #8 among the "most fascinating" entrepreneurs in the United States and called him "Edison's rightful heir".[10]
Kurzweil has authored seven books, five of which have been national bestsellers. The Age of Spiritual Machines has been translated into 9 languages and was the #1 best-selling book on Amazon in science. Kurzweil's book The Singularity Is Near was a New York Times bestseller, and has been the #1 book on Amazon in both science and philosophy. His latest bestseller is How to Create a Mind: The Secret of Human Thought Revealed.[11] Kurzweil speaks widely to audiences public and private and regularly delivers keynote speeches at industry conferences like DEMO, SXSW and TED. His website catalogs his public speaking, publications and media appearances.[12] He maintains the news website, KurzweilAI.net, which has over three million readers annually.[13]


Life, inventions, and business career[edit]

Early life[edit]

Ray Kurzweil grew up in the New York City borough of Queens. He was born to secular Jewish parents who had escaped Austria just before the onset of World War II. He was exposed via Unitarian Universalism to a diversity of religious faiths during his upbringing. His unitarian church had the philosophy of many paths to the truth - the religious education consisted of spending six months on a single religion before moving onto the next. Kurzweil is an agnostic[14] and panpsychist.[15] His father was a musician, a noted conductor, and a music educator. His mother was a visual artist. Kurzweil decided he wanted to be an inventor at the age of five. In his youth, Kurzweil was an avid reader of science fiction literature. At the age of eight, nine, and ten, he read the entire Tom Swift Jr. series. At the age of seven or eight, he built a robotic puppet theater and robotic game. He was involved with computers and built computing devices by the age of twelve. At the age of fourteen, Kurzweil wrote a paper detailing his theory of the neocortex.[16] His parents were involved with the arts, and he is quoted in the documentary Transcendent Man as saying that the house hold always produced discussions about the future and technology. At the age of 15 Ray's father had his first heart attack.
Kurzweil attended Martin Van Buren High School. During class, he often held onto his class textbooks to seemingly participate, but instead, focused on his own projects which were hidden behind the book. His uncle, an engineer at Bell Labs, taught young Kurzweil the basics of computer science.[17] In 1963, at age fifteen, he wrote his first computer program.[18] He created a pattern-recognition software program that analyzed the works of classical composers, and then synthesized its own songs in similar styles. In 1965, he was invited to appear on the CBS television program I've Got a Secret, where he performed a piano piece that was composed by a computer he also had built.[19] Later that year, he won first prize in the International Science Fair for the invention;[20] Kurzweil's submission to Westinghouse Talent Search of his first computer program alongside several other projects resulted in him being one of its national winners, which allowed him to be personally congratulated by President Lyndon B. Johnson during a White House ceremony. These activities collectively impressed upon Kurzweil the belief that nearly any problem could be overcome.[21]

Mid-life[edit]

While in high school, Kurzweil had corresponded with Marvin Minsky and was invited to visit him at MIT, which he did. Kurzweil also visited Professor Rosenblatt at Cornell.[22]
He obtained a B.S. in computer science and literature in 1970 at MIT. He went to MIT to study with Marvin Minsky who became a mentor of sorts. He took all of the computer programming courses (eight or nine) offered at MIT in the first year and a half.
In 1968, during his sophomore year at MIT, Kurzweil started a company that used a computer program to match high school students with colleges. The program, called the Select College Consulting Program, was designed by him and compared thousands of different criteria about each college with questionnaire answers submitted by each student applicant. Around this time, he sold the company to Harcourt, Brace & World for $100,000 (roughly $670,000 in 2013 dollars) plus royalties.[23]
In 1974, Kurzweil founded Kurzweil Computer Products, Inc. and led development of the first omni-font optical character recognition system, a computer program capable of recognizing text written in any normal font. Before that time, scanners had only been able to read text written in a few fonts. He decided that the best application of this technology would be to create a reading machine, which would allow blind people to understand written text by having a computer read it to them aloud. However, this device required the invention of two enabling technologies—the CCD flatbed scanner and the text-to-speech synthesizer. Development of these technologies was completed at other institutions such as Bell Labs, and on January 13, 1976, the finished product was unveiled during a news conference headed by him and the leaders of the National Federation of the Blind. Called the Kurzweil Reading Machine, the device covered an entire tabletop. It gained him mainstream recognition: on the day of the machine's unveiling, Walter Cronkite used the machine to give his signature soundoff, "And that's the way it is, January 13, 1976." While listening to The Today Show, musician Stevie Wonder heard a demonstration of the device and purchased the first production version of the Kurzweil Reading Machine, beginning a lifelong friendship with Kurzweil.
Kurzweil's next major business venture began in 1978, when Kurzweil Computer Products began selling a commercial version of the optical character recognition computer program. LexisNexis was one of the first customers, and bought the program to upload paper legal and news documents onto its nascent online databases.
Kurzweil sold his company to Lernout & Hauspie. Following the bankruptcy of the latter, the system became a subsidiary of Xerox formerly known as Scansoft and now as Nuance Communications, and he functioned as a consultant for the former until 1995.
Kurzweil's next business venture was in the realm of electronic music technology. After a 1982 meeting with Stevie Wonder, in which the latter lamented the divide in capabilities and qualities between electronic synthesizers and traditional musical instruments, Kurzweil was inspired to create a new generation of music synthesizers capable of accurately duplicating the sounds of real instruments. Kurzweil Music Systems was founded in the same year, and in 1984, the Kurzweil K250 was unveiled. The machine was capable of imitating a number of instruments, and in tests musicians were unable to discern the difference between the Kurzweil K250 on piano mode from a normal grand piano.[24] The recording and mixing abilities of the machine, coupled with its abilities to imitate different instruments made it possible for a single user to compose and play an entire orchestral piece.
Kurzweil Music Systems was sold to Korean musical instrument manufacturer Young Chang in 1990. As with Xerox, Kurzweil remained as a consultant for several years. Hyundai acquired Young Chang in 2006 and in January 2007 appointed Raymond Kurzweil as Chief Strategy Officer of Kurzweil Music Systems.[25]

Later life[edit]

Concurrent with Kurzweil Music Systems, Kurzweil created the company Kurzweil Applied Intelligence (KAI) to develop computer speech recognition systems for commercial use. The first product, which debuted in 1987, was an early speech recognition program.
Kurzweil started Kurzweil Educational Systems in 1996 to develop new pattern-recognition-based computer technologies to help people with disabilities such as blindness, dyslexia and ADD in school. Products include the Kurzweil 1000 text-to-speech converter software program, which enables a computer to read electronic and scanned text aloud to blind or visually impaired users, and the Kurzweil 3000 program, which is a multifaceted electronic learning system that helps with reading, writing, and study skills.
Raymond Kurzweil at the Singularity Summit at Stanford in 2006
During the 1990s Kurzweil founded the Medical Learning Company.[26] The company's products included an interactive computer education program for doctors and a computer-simulated patient. Around the same time, Kurzweil started KurzweilCyberArt.com—a website featuring computer programs to assist the creative art process. The site used to offer free downloads of a program called AARON—a visual art synthesizer developed by Harold Cohen—and of "Kurzweil's Cybernetic Poet", which automatically creates poetry. During this period he also started KurzweilAI.net, a website devoted towards showcasing news of scientific developments, publicizing the ideas of high-tech thinkers and critics alike, and promoting futurist-related discussion among the general population through the Mind-X forum.
In 1999, Kurzweil created a hedge fund called "FatKat" (Financial Accelerating Transactions from Kurzweil Adaptive Technologies), which began trading in 2006. He has stated that the ultimate aim is to improve the performance of FatKat's A.I. investment software program, enhancing its ability to recognize patterns in "currency fluctuations and stock-ownership trends."[27] He predicted in his 1999 book, The Age of Spiritual Machines, that computers will one day prove superior to the best human financial minds at making profitable investment decisions. In 2001, Canadian rock band Our Lady Peace released an album, titled Spiritual Machines, based on Kurzweil's book. Kurzweil's voice was featured in the album, reading excerpts from his book.
In June 2005, Kurzweil introduced the "Kurzweil-National Federation of the Blind Reader" (K-NFB Reader)—a pocket-sized device consisting of a digital camera and computer unit. Like the Kurzweil Reading Machine of almost 30 years before, the K-NFB Reader is designed to aid blind people by reading written text aloud. The newer machine is portable and scans text through digital camera images, while the older machine is large and scans text through flatbed scanning.
In December 2012 Kurzweil was hired by Google in a full-time position to "work on new projects involving machine learning and language processing".[28] Google co-founder Larry Page and Kurzweil agreed on a one-sentence job description: "to bring natural language understanding to Google".[29]

Personal life[edit]

Kurzweil is married with two children. His wife, Sonya Rosenwald Fenster, whom he married in 1975, is a child psychologist, while his son works as a venture capitalist and his daughter a choreographer.[30]

Creative approach[edit]

Kurzweil said “I realize that most inventions fail not because the R&D department can’t get them to work, but because the timing is wrong - not all of the enabling factors are at play where they are needed. Inventing is a lot like surfing: you have to anticipate and catch the wave at just the right moment.”[31][32]
For the past several decades, Kurzweil's most effective and common approach to doing creative work has been conducted during his lucid dreamlike state which immediately precedes his awakening state. He claims that when he goes to sleep he will assign himself a problem, and specifically try not to solve the problem when awake because he believes that would drown his creative process. He says the advantage of this dreamlike state is that he can cognitively relax his restrictions to creative thinking to allow a lot of taboos to emerge - he'll do and think things he isn't able to when awake - while being conscious enough to maintain adequate rational faculties. The majority of his creative thinking comes about during this period. He claims to have constructed inventions, solved difficult problems - such as algorithmic, business strategy, organizational, and interpersonal problems - and written speeches in this state.[22]

Books[edit]

Kurzweil's first book, The Age of Intelligent Machines, was published in 1990. The nonfiction work discusses the history of computer artificial intelligence (AI) and forecasts future developments. Other experts in the field of AI contribute heavily to the work in the form of essays. The Association of American Publishers' awarded it the status of Most Outstanding Computer Science Book of 1990.[33]
In 1993, Kurzweil published a book on nutrition called The 10% Solution for a Healthy Life. The book's main idea is that high levels of fat intake are the cause of many health disorders common in the U.S., and thus that cutting fat consumption down to 10% of the total calories consumed would be optimal for most people.
In 1999, Kurzweil published The Age of Spiritual Machines, which further elucidates his theories regarding the future of technology, which themselves stem from his analysis of long-term trends in biological and technological evolution. Much emphasis is on the likely course of AI development, along with the future of computer architecture.
Kurzweil's next book, published in 2004, returned to human health and nutrition. Fantastic Voyage: Live Long Enough to Live Forever was co-authored by Terry Grossman, a medical doctor and specialist in alternative medicine.
The Singularity Is Near, published in 2005, was made into a movie starring Pauley Perrette from NCIS.[34] In February 2007, Ptolemaic Productions acquired the rights to The Singularity is Near, The Age of Spiritual Machines and Fantastic Voyage including the rights to film Kurzweil's life and ideas for the documentary film Transcendent Man, which was directed by Barry Ptolemy.
Transcend: Nine Steps to Living Well Forever,[35] a follow-up to Fantastic Voyage, was released on April 28, 2009.
Kurzweil's latest book, How to Create a Mind: The Secret of Human Thought Revealed, was released on Nov. 13, 2012.[36] In it Kurzweil describes his Pattern Recognition Theory of Mind, the theory that the neocortex is a hierarchical system of pattern recognizers, and argues that duplicating this architecture in machines could lead to an artificial superintelligence.[37]
Kurzweil is also writing a novel called Danielle, about his imaginary superheroine daughter who solves problems through intelligence.[38]

Movies[edit]

Kurzweil wrote and co-produced a movie directed by Anthony Waller, called The Singularity Is Near: A True Story About the Future[39] in 2010 based, in part, on his 2005 book The Singularity Is Near. Part fiction, part non-fiction, he interviews 20 big thinkers like Marvin Minsky, plus there is a B-line narrative story that illustrates some of the ideas, where a computer avatar (Ramona) saves the world from self-replicating microscopic robots. In addition to his movie, an independent, feature-length documentary was made about Kurzweil, his life, and his ideas called Transcendent Man. Filmmakers Barry Ptolemy and Felicia Ptolemy followed Kurzweil, documenting his global speaking-tour. Premiered in 2009 at the Tribeca Film Festival,[39] Transcendent Man documents Kurzweil's quest to reveal mankind's ultimate destiny and explores many of the ideas found in his New York Times bestselling book, The Singularity Is Near, including his concept exponential growth, radical life expansion, and how we will transcend our biology. The Ptolemys documented Kurzweil's stated goal of bringing back his late father using AI. The film also features critics who argue against Kurzweil's predictions.
In 2010, an independent documentary film called Plug & Pray premiered at the Seattle International Film Festival, in which Kurzweil and one of his major critics, the late Joseph Weizenbaum, argue about the benefits of eternal life.[40]
The feature-length documentary film The Singularity (film) by independent filmmaker Doug Wolens (released at the end of 2012), showcasing Kurzweil, has been acclaimed as “a large-scale achievement in its documentation of futurist and counter-futurist ideas” and “the best documentary on the Singularity to date." [41]
Kurzweil frequently comments on the application of cell-size nanotechnology to the workings of the human brain and how this could be applied to building AI. While being interviewed for a February 2009 issue of Rolling Stone magazine, Kurzweil expressed a desire to construct a genetic copy of his late father, Fredric Kurzweil, from DNA within his grave site. This feat would be achieved by exhumation and extraction of DNA, constructing a clone of Fredric and retrieving memories and recollections—from Ray's mind—of his father.[42] Kurzweil kept all of his father's records, notes, and pictures in order to maintain as much of his father as he could. Ray is known for taking over 200 pills a day, meant to reprogram his biochemistry. This, according to Ray, is only a precursor to the devices at the nano scale that will eventually replace a blood-cell, self updating of specific pathogens to improve the immune system.[43]

Views[edit]

The Law of Accelerating Returns[edit]

Main article: Accelerating change
In his 1999 book The Age of Spiritual Machines Kurzweil proposed "The Law of Accelerating Returns", according to which the rate of change in a wide variety of evolutionary systems (including the growth of technologies) tends to increase exponentially.[44] He gave further focus to this issue in a 2001 essay entitled "The Law of Accelerating Returns", which proposed an extension of Moore's law to a wide variety of technologies, and used this to argue in favor of Vernor Vinge's concept of a technological singularity.[45] Kurzweil suggests that this exponential technological growth is counter-intuitive to the way our brains perceive the world- since our brains were biologically inherited from humans living in a world that was linear and local- and, as a consequence, he claims it has encouraged great skepticism in his future projections.

Stance on the future of genetics, nanotechnology, and robotics[edit]

Kurzweil is working with the Army Science Board to develop a rapid response system to deal with the possible abuse of biotechnology. He suggests that the same technologies that are empowering us to reprogram biology away from cancer and heart disease could be used by a bioterrorist to reprogram a biological virus to be more deadly, communicable, and stealthy. However, he suggests that we have the scientific tools to successfully defend against these attacks, similar to the way we defend against computer software viruses. He has testified before Congress on the subject of nanotechnology, advocating that nanotechnology has the potential to solve serious global problems such as poverty, disease, and climate change. "Nanotech Could Give Global Warming a Big Chill".[46]
In media appearances, Kurzweil has stressed the extreme potential dangers of nanotechnology[19] but argues that in practice, progress cannot be stopped because that would require a totalitarian system, and any attempt to do so would drive dangerous technologies underground and deprive responsible scientists of the tools needed for defense. He suggests that the proper place of regulation is to ensure that technological progress proceeds safely and quickly, but does not deprive the world of profound benefits. He stated, "To avoid dangers such as unrestrained nanobot replication, we need relinquishment at the right level and to place our highest priority on the continuing advance of defensive technologies, staying ahead of destructive technologies. An overall strategy should include a streamlined regulatory process, a global program of monitoring for unknown or evolving biological pathogens, temporary moratoriums, raising public awareness, international cooperation, software reconnaissance, and fostering values of liberty, tolerance, and respect for knowledge and diversity."[47]

Health and aging[edit]

Kurzweil admits that he cared little for his health until age 35, when he was found to suffer from a glucose intolerance, an early form of type II diabetes (a major risk factor for heart disease). Kurzweil then found a doctor (Terry Grossman, M.D.) who shares his non-conventional beliefs to develop an extreme regimen involving hundreds of pills, chemical intravenous treatments, red wine and various other methods to attempt to live longer. Kurzweil was ingesting "250 supplements, eight to 10 glasses of alkaline water and 10 cups of green tea" every day and drinking several glasses of red wine a week in an effort to "reprogram" his biochemistry.[48] Lately, he has cut down the number of supplement pills to 150.[49]
Kurzweil joined the Alcor Life Extension Foundation, a cryonics company. In the event of his declared death, Kurzweil will be perfused with cryoprotectants, vitrified in liquid nitrogen, and stored at an Alcor facility in the hope that future medical technology will be able to repair his tissues and revive him.[50]
He has authored three books on the subjects of nutrition, health and immortality: The 10% Solution for a Healthy Life, Fantastic Voyage: Live Long Enough to Live Forever and Transcend: Nine Steps to Living Well Forever.[51] In all, he recommends that other people emulate his health practices to the best of their abilities. Kurzweil and his current "anti-aging" doctor, Terry Grossman, MD., now have two websites promoting their first[52] and second book.[53]
He claims to know that in the future, everyone will live forever.[54] In a 2013 interview, Kurzweil said that in 15 years, medical technology could add more than a year to one's remaining life expectancy for each year that passes, and we could then "outrun our own deaths". He has been an extreme advocate of SENS Research Foundation for the successful defeating of aging, and has encouraged acts of donation to hasten their rejuvenation research.[29][55]

Kurzweil's view of the human neocortex[edit]

According to Kurzweil, technologists will be creating synthetic neocortexes based on the operating principles of the human neocortex with the primary purpose of extending our own neocortexes. He claims to believe that the neocortex of an adult human consists of approximately 300 million pattern recognizers. He draws on the commonly accepted belief that the primary anatomical difference between humans and other primates that allowed for superior intellectual abilities was the evolution of a larger neocortex. He claims that the six-layered neocortex deals with increasing abstraction from one layer to the next. He says that at the low levels, the neocortex may seem cold and mechanical because it can only make simple decisions, but at the higher levels of the hierarchy, the neocortex is likely to be dealing with concepts like being funny, being sexy, expressing a loving sentiment, creating a poem or understanding a poem, etc. He claims to believe that these higher levels of the human neocortex were the enabling factors to permit the human development of language, technology, art, and science. He stated, "If the quantitative improvement from primates to humans with the big forehead was the enabling factor to allow for language, technology, art, and science, what kind of qualitative leap can we make with another quantitative increase? Why not go from 300 million pattern recognizers to a billion?”[56]

Encouraging futurism and transhumanism[edit]

Kurzweil's standing as a futurist and transhumanist has led to his involvement in several singularity-themed organizations. In December 2004, Kurzweil joined the advisory board of the Singularity Institute for Artificial Intelligence.[57] In October 2005, Kurzweil joined the scientific advisory board of the Lifeboat Foundation.[58] On May 13, 2006, Kurzweil was the first speaker at the Singularity Summit at Stanford.[59] In May 2013, Kurzweil was the keynote speaker at the 2013 proceeding of the Research, Innovation, Start-up and Employment (RISE) international conference in Seoul, Korea Republic.[60]
In February 2009, Kurzweil, in collaboration with Google and the NASA Ames Research Center, announced the creation of the Singularity University training center for corporate executives and government officials. The University's self-described mission is to "assemble, educate and inspire a cadre of leaders who strive to understand and facilitate the development of exponentially advancing technologies and apply, focus and guide these tools to address humanity's grand challenges".[61] Using Vernor Vinge's Singularity concept as a foundation, the university offered its first nine-week graduate program to 40 students in June, 2009.

Predictions[edit]

Past predictions[edit]

Kurzweil's first book, The Age of Intelligent Machines, presented his ideas about the future. It was written from 1986 to 1989 and published in 1990. Building on Ithiel de Sola Pool's "Technologies of Freedom" (1983), Kurzweil claims to have forecast the demise of the Soviet Union due to new technologies such as cellular phones and fax machines disempowering authoritarian governments by removing state control over the flow of information.[62] In the book Kurzweil also extrapolated preexisting trends in the improvement of computer chess software performance to predict that computers would beat the best human players "by the year 2000".[63] In May 1997 chess World Champion Garry Kasparov was defeated by IBM's Deep Blue computer in a well-publicized chess tournament.[64]
Perhaps most significantly, Kurzweil foresaw the explosive growth in worldwide Internet use that began in the 1990s. At the time of the publication of The Age of Intelligent Machines, there were only 2.6 million Internet users in the world,[65] and the medium was unreliable, difficult to use, and deficient in content. He also stated that the Internet would explode not only in the number of users but in content as well, eventually granting users access "to international networks of libraries, data bases, and information services". Additionally, Kurzweil claims to have correctly foreseen that the preferred mode of Internet access would inevitably be through wireless systems, and he was also correct to estimate that the latter would become practical for widespread use in the early 21st century.
Kurzweil also claims to have accurately forecast that, by the end of the 1990s, many documents would exist solely in computers and on the Internet, and that they would commonly be embedded with sounds, animations, and videos that would inhibit their transfer to paper format. Moreover, he claims to have foreseen that cellular phones would grow in popularity while shrinking in size for the foreseeable future.
Kurzweil's predictions for 2009 were mostly inaccurate, claims Forbes magazine. For example, Kurzweil predicted, "The majority of text is created using continuous speech recognition." This is not the case.[66]

Future predictions[edit]

In 1999, Kurzweil published a second book titled The Age of Spiritual Machines, which goes into more depth explaining his futurist ideas. The third and final part of the book is devoted to predictions over the coming century, from 2009 through 2099. While in The Singularity Is Near he makes fewer concrete short-term predictions, but includes many longer-term visions.
He states that with radical life extension will come radical life enhancement. He says he is confident that within 10 years we will have the option to spend some of our time in 3D virtual environments that appear just as real as real reality, but these will not yet be made possible via direct interaction with our nervous system. "If you look at video games and how we went from pong to the virtual reality we have available today, it is highly likely that immortality in essence will be possible." He claims to know that 20 to 25 years from now, we will have millions of blood-cell sized devices, known as nanobots, inside our bodies fighting against diseases, improving our memory, and cognitive abilities. Kurzweil claims to know that a machine will pass the Turing test by 2029, and that around 2045, "the pace of change will be so astonishingly quick that we won't be able to keep up, unless we enhance our own intelligence by merging with the intelligent machines we are creating". Shortly after, Kurzweil claims to know that humans will be a hybrid of biological and non-biological intelligence that becomes increasingly dominated by its non-biological component. He stresses that "AI is not an intelligent invasion from Mars. These are brain extenders that we have created to expand our own mental reach. They are part of our civilization. They are part of who we are. So over the next few decades our human-machine civilization will become increasingly dominated by its non-biological component. In Transcendent Man Kurzweil states "We humans are going to start linking with each other and become a metaconnection we will all be connected and all be omni-present, plugged into this global network that is connected to billions of people, and filled with data." [67] Kurzweil states in a press conference that we are the only species that goes beyond our limitations- "we didn't stay in the caves, we didn't stay on the planet, and we're not going to stay with the limitations of our biology". In his singularity based documentary he is quoted saying "I think people are fooling themselves when they say they have accepted death".
In 2008, Kurzweil said in an expert panel in the National Academy of Engineering that solar power will scale up to produce all the energy needs of Earth's people in 20 years. According to Kurzweil, we only need to capture 1 part in 10,000 of the energy from the Sun that hits Earth's surface to meet all of humanity's energy needs.[68]

Reception[edit]

Praise[edit]

Kurzweil was referred to as "the ultimate thinking machine" by Forbes[8] and as a "restless genius"[7] by The Wall Street Journal. PBS included Kurzweil as one of 16 "revolutionaries who made America"[9] along with other inventors of the past two centuries. Inc. magazine ranked him #8 among the "most fascinating" entrepreneurs in the United States and called him "Edison's rightful heir".[10]
Kurzweil has received many awards and honors, including:
  • First place in the 1965 International Science Fair[20] for inventing the classical music synthesizing computer.
  • The 1978 Grace Murray Hopper Award from the Association for Computing Machinery. The award is given annually to one "outstanding young computer professional" and is accompanied by a $35,000 prize.[69] Kurzweil won it for his invention of the Kurzweil Reading Machine.[70]
  • In 1986, Kurzweil was named Honorary Chairman for Innovation of the White House Conference on Small Business by President Reagan
  • In 1988, Kurzweil was named Inventor of the Year by MIT and the Boston Museum of Science.[71]
  • In 1990, Kurzweil was voted Engineer of the Year by the over one million readers of Design News Magazine and received their third annual Technology Achievement Award[71][72]
  • The 1994 Dickson Prize in Science. One is awarded every year by Carnegie Mellon University to individuals who have "notably advanced the field of science." Both a medal and a $50,000 prize are presented to winners.[73]
  • The 1998 "Inventor of the Year" award from the Massachusetts Institute of Technology.[74]
  • The 1999 National Medal of Technology.[75] This is the highest award the President of the United States can bestow upon individuals and groups for pioneering new technologies, and the President dispenses the award at his discretion.[76] Bill Clinton presented Kurzweil with the National Medal of Technology during a White House ceremony in recognition of Kurzweil's development of computer-based technologies to help the disabled.
  • The 2000 Telluride Tech Festival Award of Technology.[77] Two other individuals also received the same honor that year. The award is presented yearly to people who "exemplify the life, times and standard of contribution of Tesla, Westinghouse and Nunn."
  • The 2001 Lemelson-MIT Prize for a lifetime of developing technologies to help the disabled and to enrich the arts.[78] Only one is meted out each year to highly successful, mid-career inventors. A $500,000 award accompanies the prize.[79]
  • Kurzweil was inducted into the National Inventors Hall of Fame in 2002 for inventing the Kurzweil Reading Machine.[80] The organization "honors the women and men responsible for the great technological advances that make human, social and economic progress possible."[81] Fifteen other people were inducted into the Hall of Fame the same year.[82]
  • The Arthur C. Clarke Lifetime Achievement Award on April 20, 2009 for lifetime achievement as an inventor and futurist in computer-based technologies.[83]
  • In 2011, Kurzweil was named a Senior Fellow of the Design Futures Council.[84]
  • In 2013, Kurzweil was honored as a Silicon Valley Visionary Award winner on June 26 by SVForum[85]
  • In 2014, Kurzweil was honored with the American Visionary Art Museum’s Grand Visionary Award on January 30.[86][87][88]
  • Kurzweil has received 20 honorary doctorates in science, engineering, music and humane letters from Rensselaer Polytechnic Institute, Hofstra University and other leading colleges and universities, as well as honors from three U.S. presidents - Clinton, Reagan and Johnson.[89][90]
  • Kurzweil has received seven national and international film awards including the CINE Golden Eagle Award and the Gold Medal for Science Education from the International Film and TV Festival of New York.[71]

Criticism[edit]

Kurzweil's ideas have generated criticism within the scientific community and in the media.
Although the idea of a technological singularity is a popular concept in science fiction, some authors such as Neal Stephenson[91] and Bruce Sterling have voiced skepticism about its real-world plausibility. Sterling expressed his views on the singularity scenario in a talk at the Long Now Foundation entitled The Singularity: Your Future as a Black Hole.[92][93] Other prominent AI thinkers and computer scientists such as Daniel Dennett,[94] Rodney Brooks,[95] David Gelernter[96] and Paul Allen[97] also criticized Kurzweil's projections.
Daniel Lyons, writing in Newsweek, criticized Kurzweil for some of his predictions that turned out to be wrong, such as the economy continuing to boom from the 1998 dot-com through 2009, a US company having a market capitalization of more than $1 trillion, a supercomputer achieving 20 petaflops, speech recognition being in widespread use and cars that would drive themselves using sensors installed in highways; all by 2009.[98] To the charge that a 20 petaflop supercomputer was not produced in the time he predicted, Kurzweil responded that he considers Google a giant supercomputer, and that it is indeed capable of 20 petaflops.[98]
In the cover article of the December 2010 issue of IEEE Spectrum, John Rennie criticizes Kurzweil for several predictions that failed to become manifest by the originally predicted date. "Therein lie the frustrations of Kurzweil's brand of tech punditry. On close examination, his clearest and most successful predictions often lack originality or profundity. And most of his predictions come with so many loopholes that they border on the unfalsifiable."[99]
Bill Joy, cofounder of Sun Microsystems, agrees with Kurzweil's timeline of future progress, but thinks that technologies such as AI, nanotechnology and advanced biotechnology will create a dystopian world.[100] Mitch Kapor, the founder of Lotus Development Corporation, has called the notion of a technological singularity "intelligent design for the IQ 140 people...This proposition that we're heading to this point at which everything is going to be just unimaginably different—it's fundamentally, in my view, driven by a religious impulse. And all of the frantic arm-waving can't obscure that fact for me."[101]
Some critics have argued more strongly against Kurzweil and his ideas. Cognitive scientist Douglas Hofstadter has said of Kurzweil's and Hans Moravec's books: "It's an intimate mixture of rubbish and good ideas, and it's very hard to disentangle the two, because these are smart people; they're not stupid."[102] Biologist P. Z. Myers has criticized Kurzweil's predictions as being based on "New Age spiritualism" rather than science and says that Kurzweil does not understand basic biology.[103][104] VR pioneer Jaron Lanier has even described Kurzweil's ideas as "cybernetic totalism" and has outlined his views on the culture surrounding Kurzweil's predictions in an essay for Edge.org entitled One Half of a Manifesto.[105]
[41]
In a critical review of Kurzweil's book How to Create a Mind: The Secret of Human Thought Revealed, philosopher Colin McGinn refers to "the hype so blatantly brandished in its title" and asks: "He is clearly a man of many parts—but is ultimate theoretician of the mind one of them?" McGinn calls Kurzweil's claim that pattern recognition is the key to mental phenomena "obviously false" and concludes that the book is "interesting in places, fairly readable, moderately informative, but wildly overstated".[106]
John Gray, the British philosopher, argues that contemporary science is what magic was for ancient civilizations. It gives a sense of hope for those who are willing to do almost anything in order to achieve eternal life. He quotes Kurzweil's Singularity as another example of a trend which has almost always been present in the history of mankind.[107]
Nassim Nicholas Taleb, Lebanese American essayist, scholar and statistician, criticized his approach of taking multiple pills to achieve longevity in his book Antifragile.[108]

See also[edit]

References[edit]

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  85. Jump up ^ "Visionary Awardees Kurzweil, Warrior, Blank, Diamandis: Hear what they had to say about their achievements". 
  86. Jump up ^ http://www.avam.org/news-and-events/pdf/press-releases/2013/AVAM-2014%20Gala%20Honorees-12.11.13.pdf
  87. Jump up ^ http://events.baltimore.cbslocal.com/baltimore_md/events/avams-2014-gala-celebration-honoring-ray-kurzw-/E0-001-066126729-0
  88. Jump up ^ http://www.kurzweilai.net/a-tour-with-ray-adventure-in-art-and-dance-at-the-american-visionary-art-museum-award-gala-honoring-ray-kurzweil
  89. Jump up ^ http://www.kurzweilai.net/ray-kurzweil-biography
  90. Jump up ^ Raymond Kurzweil, Forbes, Retrieved 2012-06-05
  91. Jump up ^ Miller, Robin (2004-10-20). "Neal Stephenson Responds With Wit and Humor". Slashdot. Retrieved 2008-08-28. "My thoughts are more in line with those of Jaron Lanier, who points out that while hardware might be getting faster all the time, software is shit (I am paraphrasing his argument). And without software to do something useful with all that hardware, the hardware's nothing more than a really complicated space heater." 
  92. Jump up ^ Brand, Stewart (2004-06-14). "Bruce Sterling – "The Singularity: Your Future as a Black Hole"". The Long Now Foundation. Retrieved 2009-06-08. 
  93. Jump up ^ Sterling, Bruce. "The Singularity: Your Future as a Black Hole" (MP3). "It's an end-of-history notion, and like most end-of-history notions, it is showing its age." 
  94. Jump up ^ Dennett, Daniel. "The Reality Club: One Half Of A Manifesto". Edge.org. "I'm glad that Lanier entertains the hunch that Dawkins and I (and Hofstadter and others) 'see some flaw in logic that insulates [our] thinking from the eschatalogical implications' drawn by Kurzweil and Moravec. He's right. I, for one, do see such a flaw, and I expect Dawkins and Hofstadter would say the same." 
  95. Jump up ^ Brooks, Rodney. "The Reality Club: One Half Of A Manifesto". Edge.org. "I do not at all agree with Moravec and Kurzweil's predictions for an eschatological cataclysm, just in time for their own memories and thoughts and person hood to be preserved before they might otherwise die." 
  96. Jump up ^ Transcript of debate over feasibility of near-term AI (moderated by Rodney Brooks): "Gelernter, Kurzweil debate machine consciousness". KurzweilAI.net. 
  97. Jump up ^ Allen, Paul. "The Singularity Isn't Near". Technology Review. "Kurzweil's reasoning rests on the Law of Accelerating Returns and its siblings, but these are not physical laws. They are assertions about how past rates of scientific and technical progress can predict the future rate. Therefore, like other attempts to forecast the future from the past, these "laws" will work until they don't." 
  98. ^ Jump up to: a b Lyons, Daniel (May 2009). "I, Robot". Newsweek. Retrieved 2009-05-22. "During the height of the dotcom boom in 1998, Kurzweil predicted that the economy would keep on booming right through 2009 and that at least one U.S. company would have a market capitalization of more than $1 trillion, neither of which occurred. Kurzweil also predict-ed that by 2009 a top supercomputer would be capable of performing 20 petaflops, the same as the human brain. In fact, the top supercomputer at the time, the IBM Roadrunner, was capable of only 1.456 petaflops mark. Kurzweil also predicted that by now our cars would be able to drive themselves by communicating with intelligent sensors embedded in highways, and that speech recognition would be in widespread use." 
  99. Jump up ^ Rennie, John (December 2010). "Ray Kurzweil's Slippery Futurism". IEEE Spectrum. Retrieved 2012-08-13. 
  100. Jump up ^ Joy, Bill (April 2000). "Why the future doesn't need us". Wired. Retrieved 2008-09-21. "...it was only in the autumn of 1998 that I became anxiously aware of how great are the dangers facing us in the 21st century. I can date the onset of my unease to the day I met Ray Kurzweil..." 
  101. Jump up ^ O'Keefe, Brian (2007-05-02). "The smartest (or the nuttiest) futurist on Earth". Fortune. Retrieved 2008-08-28. 
  102. Jump up ^ Ross, Greg. "An interview with Douglas R. Hofstadter". American Scientist. Retrieved 2008-08-28. 
  103. Jump up ^ Lyons, Daniel (May 2009). "I, Robot". Newsweek. Retrieved 2009-07-24. "Still, a lot of people think Kurzweil is completely bonkers and/or full of a certain messy byproduct of ordinary biological functions. They include P. Z. Myers, a biologist at the University of Minnesota, Morris, who has used his blog to poke fun at Kurzweil and other armchair futurists who, according to Myers, rely on junk science and don't understand basic biology. "I am completely baffled by Kurzweil's popularity, and in particular the respect he gets in some circles, since his claims simply do not hold up to even casually critical examination," writes Myers. He says Kurzweil's Singularity theories are closer to a deluded religious movement than they are to science. "It's a New Age spiritualism—that's all it is," Myers says. "Even geeks want to find God somewhere, and Kurzweil provides it for them."" 
  104. Jump up ^ Myers, PZ. "Singularitarianism?". Pharyngula blog. Retrieved 14 February 2011. 
  105. Jump up ^ Lanier, Jaron. "One Half of a Manifesto". Edge.org. Retrieved 2008-08-28. 
  106. Jump up ^ McGinn, Colin (2013-03-21). "Homunculism". The New York Review of Books. 
  107. Jump up ^ Gray, John (2011). The Immortalization Commission: Science and the Strange Quest to Cheat Death. Farrar, Straus and Giroux. ISBN 978-0374175061. 
  108. Jump up ^ Antifragile: Things That Gain from Disorder[circular reference]

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