Importance Of Computers Quotes

We must rapidly begin the shift from a "thing-oriented" society to a "person-oriented" society. When machines and computers, profit motives and property rights are considered more important than people, the giant triplets of racism, materialism, and militarism are incapable of being conquered.

The most important property of a program is whether it accomplishes the intention of its user.

First, we cannot overload the human brain. This divinely created brain has fourteen billion cells. If used to the maximum, this human computer inside our heads could contain all the knowledge of humanity from the beginning of the world to the present and still have room left over. Second, not only can we not overload our brain - we also know that our brain retains everything. I often use saying that "The brain acquires everything that we encounter." The difficulty does not come with the input of information, but getting it out. Sometimes we "file" information randomly of little importance, and it confuses us.

The most important thing about a technology is how it changes people.

No matter which field of work you want to go in, it is of great importance to learn at least one programming language.

Perhaps the most important principle for the good algorithm designer is to refuse to be content.

I believe that this corporate machinery of scripted programs, comprehension worksheets (reproducibles, handouts, printables, whatever you want to call them), computer-based incentive packages, and test practice curriculum facilitates a solid bottom-line for the companies that sell them, and give schools proof they can point to that they are using every available resource to teach reading, but these efforts are doomed to fail a large number of students because they leave out the most important factor. When you take a forklift and shovel off the programs, underneath it all is a child reading a book.

It's important for nerds to realize, too, that school is not life. School is a strange, artificial thing, half sterile and half feral. It's all-encompassing, like life, but it isn't the real thing. It's only temporary, and if you look, you can see beyond it even while you're still in it.

I would say that the five most important skills are of course, reading, writing, arithmetic, and then as you’re adding in, persuasion, which is talking. And then finally, I would add computer programming just because it’s an applied form of arithmetic that just gets you so much leverage for free in any domain that you operate in. If you’re good with computers, if you’re good at basic mathematics, if you’re good at writing, if you’re good at speaking, and if you like reading, you’re set for life.

His sisters -- my aunts -- did not go to school at all, just like millions of girls in my country. Education had been a great gift for him. He believed that lack of education was the root of all of Pakistan's problems. Ignorance allowed politicians to fool people and bad administrators to be re-elected. He believed schooling should be available for all, rich and poor, boys and girls. The school that my father dreamed of would have desks and a library, computers, bright posters on the walls and, most important, washrooms.

We’ve got one huge advantage—people believe what they see in databases. They’ve never learned the most important rule of cyberspace—computers don’t lie but liars can compute.

It is important to use your hands, that is what distinguishes you from a cow or a computer operator.

Quantum artificial intelligence put greater importance to human peace, economic, social, political and cultural rights. It focuses on fundamental freedoms and well-being for all without distinction to race, color, sex, country, language, or religion.

Paying attention is more important to reliability than moving slowly. Because he pays close attention, a Navy pilot can land a 40,000 lb. aircraft at 140 miles per hour on a pitching carrier deck, at night, more safely than the average teenager can cut a bagel.

Thinking is computation, I claim, but that does not mean that the computer is a good metaphor for the mind. The mind is a set of modules, but the modules are not encapsulated boxes or circumscribed swatches on the surface of the brain. The organization of our mental modules comes from our genetic program, but that does not mean that there is a gene for every trait or that learning is less important than we used to think. The mind is an adaptation designed by natural selection, but that does not mean that everything we think, feel, and do is biologically adaptive. We evolved from apes, but that does not mean we have the same minds as apes. And the ultimate goal of natural selection is to propagate genes, but that does not mean that the ultimate goal of people is to propagate genes.

You have a great body. It is an intricate piece of technology and a sophisticated super-computer. It runs on peanuts and even regenerates itself. Your relationship with your body is one of the most important relationships you’ll ever have. And since repairs are expensive and spare parts are hard to come by, it pays to make that relationship good.

Advice to friends. Advice to fellow mothers in the same boat. "How do you do it all?" Crack a joke. Make it seem easy. Make everything seem easy. Make life seem easy and parenthood and marriage and freelancing for pennies, writing a novel and smiling after a rejection, keeping the faith after two, reminding oneself that four years of work counted for a lot, counted for everything. Make the bed. Make it nice. Make the people laugh when you sit down to write and if you can't make them laugh make them cry. Make them want to hug you or hold you or punch you in the face. Make them want to kill you or fuck you or be your friend. Make them change. Make them happy. Make the baby smile. Make him laugh. Make him dinner. Make him proud. Hold the phone, someone is on the other line. She says its important. People are dying. Children. Friends. Press mute because there is nothing you can say. Press off because you're running out of minutes. Running out of time. Soon he'll be grown up and you'll regret the time you spent pushing him away for one more paragraph in the manuscript no one will ever read. Put down the book, the computer, the ideas. Remember who you are now. Wait. Remember who you were. Wait. Remember what's important. Make a list. Ten things, no twenty. Twenty thousand things you want to do before you die but what if tomorrow never comes? No one will remember. No one will know. No one will laugh or cry or make the bed. No one will have a clue which songs to sing to the baby. No one will be there for the children. No one will finish the first draft of the novel. No one will publish the one that's been finished for months. No one will remember the thought you had last night, that great idea you forgot to write down.

People know how to deal with a desktop intuitively. If you walk into an office, there are papers on the desk. The one on the top is the most important. People know how to switch priority. Part of the reason we model our computers on metaphors like the desktop is that we can leverage this experience people already have.

Goals are for losers. Your mind isn’t magic. It’s a moist computer you can program. The most important metric to track is your personal energy. Every skill you acquire doubles your odds of success. Happiness is health plus freedom. Luck can be managed, sort of. Conquer shyness by being a huge phony (in a good way). Fitness is the lever that moves the world. Simplicity transforms ordinary into amazing.

Body', 'soul', and 'spirit' may designate phenomenal domains which can be detached as themes for definite investigations; within certain limits their ontological indefiniteness may not be important. When, however, we come to the question of man's Being, this is not something we can simply compute by adding together those kinds of Being which body, soul, and spirit respectively possess--kinds of being whose nature has not as yet been determined. And even if we should attempt such an ontological procedure, some idea of the Being of the whole must be presupposed.

Some Socialists seem to believe that people should be numbers in a State computer. We believe they should be individuals. We are all unequal. No one, thank heavens, is like anyone else, however much the Socialists may pretend otherwise. We believe that everyone has the right to be unequal but to us every human being is equally important.

I've never believed that they're separate. Leonardo da Vinci was a great artist and a great scientist. Michelangelo knew a tremendous amount about how to cut stone at the quarry. The finest dozen computer scientists I know are all musicians. Some are better than others, but they all consider that an important part of their life. I don't believe that the best people in any of these fields see themselves as one branch of a forked tree. I just don't see that.People bring these things together a lot. Dr. Land at Polaroid said, "I want Polaroid to stand at the intersection of art and science," and I've never forgotten that. I think that that's possible, and I think a lot of people have tried.

When I fight off a disease bent on my cellular destruction, when I marvelously distribute energy and collect waste with astonishing alacrity even in my most seemingly fatigued moments, when I slip on ice and gyrate crazily but do not fall, when I unconsciously counter-steer my way into a sharp bicycle turn, taking advantage of physics I do not understand using a technique I am not even aware of using, when I somehow catch the dropped oranges before I know I've dropped them, when my wounds heal in my ignorance, I realize how much bigger I am than I think I am. And how much more important, nine times out of ten, those lower-level processes are to my overall well-being than the higher-level ones that tend to be the ones getting me bent out of shape or making me feel disappointed or proud.

It is India that gave us the ingenious method of expressing all numbers by means of ten symbols, each symbol receiving a value of position as well as an absolute value; a profound and important idea which appears so simple to us now that we ignore its true merit. But its very simplicity and the great ease which it has lent to computations put our arithmetic in the first rank of useful inventions; and we shall appreciate the grandeur of the achievement the more when we remember that it escaped the genius of Archimedes and Apollonius, two of the greatest men produced by antiquity.

Learning self-control is important, but it’s equally important to grow up in an environment where adults are consistently present and trustworthy.

The computer and the Internet are among the most important inventions of our era, but few people know who created them.

judgment is the most important faculty we have. An animal, or a man, may get on very well without ‘abstract attitude’ but will speedily perish if deprived of judgment. Judgment must be the first faculty of higher life or mind—yet it is ignored, or misinterpreted, by classical (computational) neurology. And if we wonder how such an absurdity can arise, we find it in the assumptions, or the evolution, of neurology itself.

Common sense is important not just because your mom taught you so, but because computers don’t have it.

Marturano recommended something radical: do only one thing at a time. When you’re on the phone, be on the phone. When you’re in a meeting, be there. Set aside an hour to check your email, and then shut off your computer monitor and focus on the task at hand. Another tip: take short mindfulness breaks throughout the day. She called them “purposeful pauses.” So, for example, instead of fidgeting or tapping your fingers while your computer boots up, try to watch your breath for a few minutes. When driving, turn off the radio and feel your hands on the wheel. Or when walking between meetings, leave your phone in your pocket and just notice the sensations of your legs moving. “If I’m a corporate samurai,” I said, “I’d be a little worried about taking all these pauses that you recommend because I’d be thinking, ‘Well, my rivals aren’t pausing. They’re working all the time.’ ” “Yeah, but that assumes that those pauses aren’t helping you. Those pauses are the ways to make you a more clear thinker and for you to be more focused on what’s important.

I think that it’s extraordinarily important that we in computer science keep fun in computing. When it started out it was an awful lot of fun. Of course the paying customers got shafted every now and then and after a while we began to take their complaints seriously. We began to feel as if we really were responsible for the successful error-free perfect use of these machines. I don’t think we are. I think we’re responsible for stretching them setting them off in new directions and keeping fun in the house. I hope the field of computer science never loses its sense of fun. Above all I hope we don’t become missionaries. Don’t feel as if you’re Bible sales-men. The world has too many of those already. What you know about computing other people will learn. Don’t feel as if the key to successful computing is only in your hands. What’s in your hands I think and hope is intelligence: the ability to see the machine as more than when you were first led up to it that you can make it more.

Deep Blue didn't win by being smarter than a human; it won by being millions of times faster than a human. Deep Blue had no intuition. An expert human player looks at a board position and immediately sees what areas of play are most likely to be fruitful or dangerous, whereas a computer has no innate sense of what is important and must explore many more options. Deep Blue also had no sense of the history of the game, and didn't know anything about its opponent. It played chess yet didn't understand chess, in the same way a calculator performs arithmetic bud doesn't understand mathematics.

We need change. I mean, our traditions are important. We shouldn't give up on those. But sometimes, I think we're misguided." "Misguided?" "As time's gone on, we've gone along with other changes. We've evolved. Computers. Electricity. Technology in general. We all agree those make our lives better. Why can't we be the same in the way we act? Why are we still clinging to the past when there are better ways to do things?

It might not be immediately obvious to some readers why the ability to perform 10^85 computational operations is a big deal. So it's useful to put it in context. [I]t may take about 10^31-10^44 operations to simulate all neuronal operations that have occurred in the history of life on Earth. Alternatively, let us suppose that the computers are used to run human whole brain emulations that live rich and happy lives while interacting with one another in virtual environments. A typical estimate of the computational requirements for running one emulation is 10^18 operations per second. To run an emulation for 100 subjective years would then require some 10^27 operations. This would be mean that at least 10^58 human lives could be created in emulation even with quite conservative assumptions about the efficiency of computronium. In other words, assuming that the observable universe is void of extraterrestrial civilizations, then what hangs in the balance is at least 10,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000 human lives. If we represent all the happiness experienced during one entire such life with a single teardrop of joy, then the happiness of these souls could fill and refill the Earth's oceans every second, and keep doing so for a hundred billion billion millennia. It is really important that we make sure these truly are tears of joy.

The noted Yale computer science professor Edward Tufte once observed that there are only two industries that refer to their customers as users: computer designers and drug dealers. Importantly, you are equally as likely to recover damages from either of them for the harms their products cause.

here’s my 8-step process for maximizing efficacy (doing the right things): Wake up at least 1 hour before you have to be at a computer screen. Email is the mind-killer. Make a cup of tea (I like pu-erh) and sit down with a pen/pencil and paper. Write down the 3 to 5 things—and no more—that are making you the most anxious or uncomfortable. They’re often things that have been punted from one day’s to-do list to the next, to the next, to the next, and so on. Most important usually equals most uncomfortable, with some chance of rejection or conflict. For each item, ask yourself: “If this were the only thing I accomplished today, would I be satisfied with my day?” “Will moving this forward make all the other to-dos unimportant or easier to knock off later?” Put another way: “What, if done, will make all of the rest easier or irrelevant?” Look only at the items you’ve answered “yes” to for at least one of these questions. Block out at 2 to 3 hours to focus on ONE of them for today. Let the rest of the urgent but less important stuff slide. It will still be there tomorrow. TO BE CLEAR: Block out at 2 to 3 HOURS to focus on ONE of them for today. This is ONE BLOCK OF TIME. Cobbling together 10 minutes here and there to add up to 120 minutes does not work. No phone calls or social media allowed. If you get distracted or start procrastinating, don’t freak out and downward-spiral; just gently come back to your ONE to-do.

Empirical studies show that New Zealanders are the most widely traveled people on the planet. The computer and the Internet have made a major difference. Insularity, distance, and isolation may have been important in an earlier period of New Zealand’s history, but not today. The rapid progress of communications has wrought a revolution in the spatial condition of New Zealand, and yet its culture remains very distinctive. This fact suggests that distance itself is not the key.

We often think that combining tasks will save us time, but scientific evidence shows that it has the opposite effect. Even those who claim to be good at multitasking are not very productive. In fact, they are some of the least productive people. Our brains can take million bits of information but can only actually process of few dozen per second. When we say we're multitasking, what we're really doing is switching back and forth between tasks very quickly. Unfortunately, we're not computers adept at parallel processing. We end up spending all our energy alternative between tasks, instead of focusing on doing one of them well. Concentrating on one thing at a time may be the single most important factor in achieving flow.

Bayes’s Rule tells us that when it comes to making predictions based on limited evidence, few things are as important as having good priors—that is, a sense of the distribution from which we expect that evidence to have come. Good predictions thus begin with having good instincts about when we’re dealing with a normal distribution and when with a power-law distribution. As it turns out, Bayes’s Rule offers us a simple but dramatically different predictive rule of thumb for each.  …

We like to believe that we live in a grand age of creative individualism. We look back at the midcentury era in which the Berkeley researchers conducted their creativity studies, and feel superior. Unlike the starched-shirted conformists of the 1950s, we hang posters of Einstein on our walls, his tongue stuck out iconoclastically. We consume indie music and films, and generate our own online content. We “think different” (even if we got the idea from Apple Computer’s famous ad campaign). But the way we organize many of our most important institutions—our schools and our workplaces—tells a very different story.

In the words of the systems thinker John Sterman, ‘The most important assumptions of a model are not in the equations, but what’s not in them; not in the documentation, but unstated; not in the variables on the computer screen, but in the blank spaces around them’.

the most important factor in America’s economic future—in raising everyone’s standard of living—is not land, or money, or computers; it’s human talent.

People are always saying these things about how there's no need to read literature anymore-that it won't help the world. Everyone should apparently learn to speak Mandarin, and learn how to write code for computers. More young people should go into STEM fields: science, technology, engineering, and math. And that all sounds to be true and reasonable. But you can't say that what you learn in English class doesn't matter. That great writing doesn't make a difference. I'm different. It's hard to put into words, but it's true. Words matter.

The ark was like a portable computer hard drive and Noah was a one-man Geek Squad, and he dumped God's most important files onto it before he zorched the virus-ridden computer that was the world.

I would like you all to stop for a moment and really think about not having a voice or any means to communicate,” my computer voice says. “You could never say, ‘Pass the salt’ or tell someone the really important things like ‘I love you.’ You can’t tell someone that you’re uncomfortable, cold, or in pain.

But then one time, you track down an email address and you're near a computer with Internet access so you don't have that nice cushion and you type what you're feeling and press send before you have a chance to talk yourself out of it. And then you wait, and wait, and wait, and nothing comes back, so all those things you thought were so important to say, really, they weren't. They weren't worth saying at all.

People hate thinking systematically about how to optimize their relationships. It is normal to hear someone say: “I will just wait for something to happen naturally” when talking about one of the most important aspects of their life while genuinely believing that this approach has reasonable odds of success. Imagine if people said the same thing about their careers. It would sound truly bizarre for someone to expect a successful career to “just happen naturally” and yet it is entirely normalized to expect that good relationships will. People pay tens of thousands of dollars to receive degrees in computer science, marketing, and neuroscience. They make tough sacrifices with the understanding that the skills and knowledge they build in these domains will dramatically affect their quality of life. Ironically, people spend very little time systematically examining mating strategies—despite the fact that a robust understanding of the subject can dramatically affect quality of life. We will happily argue that your sexual and relationship skills matter more than your career skills. If you want to be wealthy, the fastest way to become so is to marry rich. Nothing makes happiness easier than a loving, supportive relationship, while one of the best ways to ensure you are never happy is to enter or fail to recognize and escape toxic relationships. If you want to change the world, a great partner can serve as a force multiplier. A draft horse can pull 8000 pounds, while two working together can pull 24,000 pounds. When you have a partner with whom you can synergize, you gain reach and speed that neither you nor your partner could muster individually. Heck, even if you are the type of person to judge your self-worth by the number of people with whom you have slept, a solid grasp of mating strategies will help you more than a lifetime of hitting the gym (and we say this with full acknowledgment that hitting the gym absolutely helps). A great romantic relationship will even positively impact your health (a 2018 paper in Psychophysiology found that the presence of a partner in a room lowered participants’ blood pressure) and increase your lifespan (a 2019 paper in the journal Health Psychology showed individuals in happy marriages died young at a 20% lower rate). 

AI scientists tried to program computers to act like humans without first answering what intelligence is and what it means to understand. They left out the most important part of building intelligent machines, the intelligence! "Real intelligence" makes the point that before we attempt to build intelligent machines, we have to first understand how the brain thinks, and there is nothing artificial about that. Only then can we ask how we can build intelligent machines

Well, whatever you want to say, I recommend you come right out and say it. Just open your mouth and tell the world what's on your mind. Of course, with you generation, I always feel like I have to add this: Please don't do it through text or e-mail or anything like that. When you need to communicate something important, speak your truth face-to-face.... When you say what you have to say through a computer or phone, there are often miscommunications. But when it's just you and someone else, and you're right in front of them, speaking your truth, they are much more likely to understand.

For some young artists, it can take a bit of time to discover which tools (which medium, or genre, or career pathway) will truly suit them best. For me, although many different art forms attract me, the tools that I find most natural and comfortable are language and oil paint; I've also learned that as someone with a limited number of spoons it's best to keep my toolbox clean and simple. My husband, by contrast, thrives with a toolbox absolutely crowded to bursting, working with language, voice, musical instruments, puppets, masks animated on a theater stage, computer and video imagery, and half a dozen other things besides, no one of these tools more important than the others, and all somehow working together. For other artists, the tools at hand might be needles and thread; or a jeweller's torch; or a rack of cooking spices; or the time to shape a young child's day.... To me, it's all art, inside the studio and out. At least it is if we approach our lives that way.

She knew only one hint left by Rob: Enigma. There had been a few genius mathematicians who invented much more than a computing-like device, they figured out one of the most important intelligence formulas. Rob had programmed it in the Mold language.

Well, what we called a computer in 1977 was really a kind of electric abacus, but…” “Oh, now, don’t underestimate the abacus,” said Reg. “In skilled hands it’s a very sophisticated calculating device. Furthermore it requires no power, can be made with any materials you have to hand, and never goes bing in the middle of an important piece of work.” “So an electric one would be particularly pointless,” said Richard. “True enough,” conceded Reg.

the invention of deep learning means that we are moving from the age of expertise to the age of data. Training successful deep-learning algorithms requires computing power, technical talent, and lots of data. But of those three, it is the volume of data that will be the most important going forward. That’s because once technical talent reaches a certain threshold, it begins to show diminishing returns. Beyond that point, data makes all the difference. Algorithms tuned by an average engineer can outperform those built by the world’s leading experts if the average engineer has access to far more data.

Scott goes to the computer and loads a chart that says something about global warming. Scott says, "See?" Judy says, "I don't think global warming is important, people shouldn't need to use global warming as an excuse to stop being wasteful." Scott says, "How can you not believe this?" Judy says, "There has been golf ball-sized hail storms and hurricanes for a long time, it didn't just start all of the sudden. In the movie Al Gore drives in an SUV." Scott leaves to have a cigarette. Cory says, "Al Gore owns his own farm." Judy stares at the TV. Judy thinks, "No one in this room cares about global warming, this is ridiculous, we are all smoking cigarettes and eating cheese, how can any one of us care about voting? No one in this room cares about anything.

It is one thing when prices drift downward over time due to innovation, scalability or other efficiencies. This might be considered “good” deflation and is familiar to any contemporary consumer who has seen prices of computers or wide-screen TVs fall year after year. It is another matter when prices are forced down by unnecessary monetary contraction, credit constraints, deleveraging, business failures, bankruptcies and mass unemployment. This may be considered “bad” deflation. This bad deflation was exactly what was required in order to return the most important currencies to their prewar parity with gold.

Here is one of the most important things to remember when doing research that involves regression analysis: Try not to kill anyone. You can even put a little Post-it note on your computer monitor: “Do not kill people with your research.” Because some very smart people have inadvertently violated that rule.

This sort of information gathering is precisely what we call play. And the important function of play is thus revealed: it permits us to gain, without any particular future application in mind, a holistic understanding of the world, which is both a complement of and a preparation for later analytical activities.

Okay, so first we get you a new computer and then a Facebook page. Priorities, you know," he said, typing in Kyle's password. "What would I do without you--" "Found her," he interrupted. "She's at Carrie's OK Bar. It's downtown." "What the hell is Carrie's OK Bar?" "It's a karaoke bar. Travis, come on." "Wait, how do you know she's there?" "She checked in there about twenty minutes ago." "What does that mean?" "Oh. Right. Since you left, it's become very important that we all constantly know each other's thoughts, locations, and birthdays." "That's really stupid. Except for in this one very specific situation. I can't go if her fiancé's there, though. That would be too weird." "He's not." "How do you know?" "Because she put 'Girls' Night' with about five exclamation points after it." "Are people just asking to be murdered?" "Pretty much. So are we going?

I leaned into my computer to give off the impression I was involved in something important, when actually I was reading [IMDB] trivia about the TV show The Wire. I’d ended up on the show page after following a trail of links that began with James Van Der Beek’s headshot. President Obama claims it’s his favorite show, and Omar is his favorite character.

Today I am more convinced than ever. Conceptual integrity is central to product quality. Having a system architect is the most important single step toward conceptual integrity. These principles are by no means limited to software systems, but to the design of any complex construct, whether a computer, an airplane, a Strategic Defense Initiative, a Global Positioning System. After teaching a software engineering laboratory more than 20 times, I came to insist that student teams as small as four people choose a manager and a separate architect. Defining distinct roles in such small teams may be a little extreme, but I have observed it to work well and to contribute to design success even for small teams.

The possibility of incorrect results in the presence of unlucky timing is so important in concurrent programming that it has a name: a race condition. A race condition occurs when the correctness of a computation depends on the relative timing or interleaving of multiple threads by the runtime; in other words, when getting the right answer relies on lucky timing.

I think that in life, as in game design, you have to find the fun. There is joy out there waiting to be discovered, but it might not be where you expected. You can’t decide what something’s going to be before you embark on it, and you shouldn’t stick with a bad idea just because you’re fond of it. Take action as quickly and repeatedly as possible, take advantage of what you already know, and take liberties with tradition. But most importantly, take the time to appreciate the possibilities, and make sure all of your decisions are interesting ones.

For instance, the previous run-on sentence is a sentence fragment, and it happened in part because of the really nice time my body was having making this lavender Le Pen make the loop-de-looping we call language. I mean writing. The point: I’d no sooner allow that fragment to sit there like a ripe zit if I was typing on a computer. And consequently, some important aspect of my thinking, particularly the breathlessness, the accruing syntax, the not quite articulate pleasure that evades or could give a fuck about the computer’s green corrective lines (how they injure us!) would be chiseled, likely with a semicolon and a proper predicate, into something correct, and, maybe, dull. To be sure, it would have less of the actual magic writing is, which comes from our bodies, which we actually think with, quiet as it’s kept.

If you want to be relevant only in your household, then you only need to know the things that are important in your house, and if you want to be relevant in your neighborhood, you need to know what's important in your neighborhood. The same thing applies to your city, state, and country. And if you want to be relevant to the entire world, program that computer known as your brain with all kinds of information from everywhere in order to prepare yourself.

In the economic sphere too, the ability to hold a hammer or press a button is becoming less valuable than before. In the past, there were many things only humans could do. But now robots and computers are catching up, and may soon outperform humans in most tasks. True, computers function very differently from humans, and it seems unlikely that computers will become humanlike any time soon. In particular, it doesn’t seem that computers are about to gain consciousness, and to start experiencing emotions and sensations. Over the last decades there has been an immense advance in computer intelligence, but there has been exactly zero advance in computer consciousness. As far as we know, computers in 2016 are no more conscious than their prototypes in the 1950s. However, we are on the brink of a momentous revolution. Humans are in danger of losing their value, because intelligence is decoupling from consciousness. Until today, high intelligence always went hand in hand with a developed consciousness. Only conscious beings could perform tasks that required a lot of intelligence, such as playing chess, driving cars, diagnosing diseases or identifying terrorists. However, we are now developing new types of non-conscious intelligence that can perform such tasks far better than humans. For all these tasks are based on pattern recognition, and non-conscious algorithms may soon excel human consciousness in recognising patterns. This raises a novel question: which of the two is really important, intelligence or consciousness? As long as they went hand in hand, debating their relative value was just a pastime for philosophers. But in the twenty-first century, this is becoming an urgent political and economic issue. And it is sobering to realise that, at least for armies and corporations, the answer is straightforward: intelligence is mandatory but consciousness is optional.

And another question we are asking is: what is going to happen to humanity, to all of us, when the computer outthinks man in accuracy and rapidity—as the computer experts are saying it will? With the development of the robot, man will only have, perhaps, two hours of work a day. This may be going to happen within the foreseeable future. Then what will man do? Is he going to be absorbed in the field of entertainment? That is already taking place: sports are becoming more important; there is the watching of television; and there are the varieties of religious entertainment. Or is he going to turn inwardly, which is not an entertainment but something which demands great capacity of observation, examination and non-personal perception? These are the two possibilities. The basic content of our human consciousness is the pursuit of pleasure and the avoidance of fear. Is humanity increasingly going to follow entertainment? 21st July, 1981

In his book A WHOLE NEW MIND, Daniel Pink describes how the forces of automation, outsourcing, and an overabundance of products are ushering in a new era.  Call it the Conceptual Age, or the Creative Age.  The important thing, Pink writes, is that if you want to survive  (much less thrive) you need to ask yourself three questions about whatever it is that you do: Can a computer do it for you? Can someone overseas do it cheaper? Is what I’m offering in demand in an age of abundance?

I think that it's extraordinarily important that we in computer science keep fun in computing. When it started out, it was an awful lot of fun. Of course, the paying customers got shafted every now and then, and after a while we began to take their complaints seriously. We began to feel as if we really were responsible for the successful, error-free perfect use of these machines. I don't think we are. I think we're responsible for stretching them, setting them off in new directions, and keeping fun in the house. I hope the field of computer science never loses its sense of fun. Above all, I hope we don't become missionaries. Don't feel as if you're Bible salesmen. The world has too many of those already. What you know about computing other people will learn. Don't feel as if the key to successful computing is only in your hands. What's in your hands, I think and hope, is intelligence: the ability to see the machine as more than when you were first led up to it, that you can make it more.

The OODA Loop is often seen as a simple one-dimensional cycle, where one observes what the enemy is doing, becomes oriented to the enemy action, makes a decision, and then takes an action. This “dumbing down” of a highly complex concept is especially prevalent in the military, where only the explicit part of the Loop is understood. The military believes speed is the most important element of the cycle, that whoever can go through the cycle the fastest will prevail. It is true that speed is crucial, but not the speed of simply cycling through the Loop. By simplifying the cycle in this way, the military can make computer models. But computer models do not take into account the single most important part of the cycle—the orientation phase, especially the implicit part of the orientation phase.

Whenever you get a worry (a negative thought that won’t go away), write it down. The act of writing helps to crystallize it and get it out of your head. The worry is now on the paper, a tablet, computer, or phone. Once the worry is written, evaluate it for its accuracy. Is it true or realistic? If not, smile and let it stay on the paper to get it out of your head. If the worry has merit, write down three or four things you can do about the worry, and equally important, write down what you cannot do about the worry. For example, Jeanne had a daughter, Nina, with

You “burn” your way into the mind by narrowing the focus to a single word or concept. It’s the ultimate marketing sacrifice. Federal Express was able to put the word overnight into the minds of its prospects because it sacrificed its product line and focused on overnight package delivery only. In a way, the law of leadership—it’s better to be first than to be better—enables the first brand or company to own a word in the mind of the prospect. But the word the leader owns is so simple that it’s invisible. The leader owns the word that stands for the category. For example, IBM owns computer. This is another way of saying that the brand becomes a generic name for the category. “We need an IBM machine.” Is there any doubt that a computer is being requested? You can also test the validity of a leadership claim by a word association test. If the given words are computer, copier, chocolate bar, and cola, the four most associated words are IBM, Xerox, Hershey’s, and Coke. An astute leader will go one step further to solidify its position. Heinz owns the word ketchup. But Heinz went on to isolate the most important ketchup attribute. “Slowest ketchup in the West” is how the company

Increasingly, by choice or by accident, this is the role our nation has taken: the role of those who make peaceful revolution impossible by refusing to give up the privileges and the pleasures that come from the immense profits of overseas investments. I am convinced that if we are to get on the right side of the world revolution, we as a nation must undergo a radical revolution of values. We must rapidly begin the shift from a thing-oriented society to a person-oriented society. When machines and computers, profit motives and property rights, are considered more important than people, the giant triplets of racism, extreme materialism, and militarism are incapable of being conquered.

Underlying all this activity—in the customhouses, on the wharves, in every place of business—were numbers. Merchants measured out their wares and negotiated prices; customs officers calculated taxes to be levied on imports; scribes and stewards prepared ships’ manifests, recording the values in long columns using Roman numerals. They would have put their writing implements to one side and used either their fingers or a physical abacus to perform the additions, then picked up pen and parchment once again to enter the subtotals from each page on a final page at the end. With no record of the computation itself, if anyone questioned the answer, the entire process would have to be repeated.

Martin Luther King Jr. said, “I’m convinced that if we are to get on the right side of the world revolution, the nation must undergo a radical revolution of values. We must rapidly begin to shift from a thing-oriented society to a person-oriented society…. When machines and computers, profit models and property rights are considered more important than people, the giant triplets of racism, materialism, and militarism are incapable of being conquered.” The context in which Martin Luther King made this comment was a pivotal point in his own career. This is his “Beyond Vietnam” speech, after which virtually all of his former allies turned against him. He was isolated after giving this speech.

It is important to note that the design of an entire brain region is simpler than the design of a single neuron. As discussed earlier, models often get simpler at a higher level—consider an analogy with a computer. We do need to understand the detailed physics ofsemiconductors to model a transistor, and the equations underlying a single real transistor are complex. A digital circuit that multiples two numbers requires hundreds of them. Yet we can model this multiplication circuit very simply with one or two formulas. An entire computer with billions of transistors can be modeled through its instruction set and register description, which can be described on a handful of written pages of text and formulas. The software programs for an operating system, language compilers, and assemblers are reasonably complex, but modeling a particular program—for example, a speech recognition programbased on hierarchical hidden Markov modeling—may likewise be described in only a few pages of equations. Nowhere in such a description would be found the details ofsemiconductor physics or even of computer architecture. A similar observation holds true for the brain. A particular neocortical pattern recognizer that detects a particular invariant visualfeature (such as a face) or that performs a bandpass filtering (restricting input to a specific frequency range) on sound or that evaluates the temporal proximity of two events can be described with far fewer specific details than the actual physics and chemicalrelations controlling the neurotransmitters, ion channels, and other synaptic and dendritic variables involved in the neural processes. Although all of this complexity needs to be carefully considered before advancing to the next higher conceptual level, much of it can be simplified as the operating principles of the brain are revealed.

If you're anything like me, you don't make up your mind about important issues by doing original research, pounding over primary sources and coming to your own conclusions; you listen to people who claim to know what they're talking about - "experts" - and try to determine which of them is more credible. You do your best to gauge who's authentically well-informed and unbiased, who has an agenda and what it is - who's a corporate flack, a partisan hack, or a wacko. I believe that global warming is real and anthropogenic not because I've personally studied Antarctic ice core samples or run my own computer climate models, but because all the people who support the theory are climatologists with no evident investment in the issue, and all the people who dismiss it as alarmist claptrap are shills of the petro-chemical industry or just seem to like debunking things, from the Holocaust to the moon landing. We put our trust - our votes, our money, sometimes our lives - in someone else's authority. In other words, most of us decide not what to believe but whom to believe. And I say believe because for most people, such decisions are matters of faith rather than reason.

New York City manages expertly, and with marvelous predictability, whatever it considers humanly important. Fax machines, computers, automated telephones and even messengers on bikes convey a million bits of data through Manhattan every day to guarantee that Wall Street brokers get their orders placed, confirmed, delivered, at the moment they demand. But leaking roofs cannot be fixed and books cannot be gotten into Morris High in time to meet the fall enrollment. Efficiency in educational provision for low-income children, as in health care and most other elementals of existence, is secreted and doled out by our municipalities as if it were a scarce resource. Like kindness, cleanliness and promptness of provision, it is not secured by gravity of need but by the cash, skin color and class status of the applicant.

Finding a situation that catches the key competitor or competitors with conflicting goals is at the heart of many company success stories. The slow Swiss reaction to the Timex watch provides an example. Timex sold its watches through drugstores, rather than through the traditional jewelry store outlets for watches, and emphasized very low cost, the need for no repair, and the fact that a watch was not a status item but a functional part of the wardrobe. The strong sales of the Timex watch eventually threatened the financial and growth goals of the Swiss, but it also raised an important dilemma for them were they to retaliate against it directly. The Swiss had a big stake in the jewelry store as a channel and a large investment in the Swiss image of the watch as a piece of fine precision jewelry. Aggressive retaliation against Timex would have helped legitimize the Timex concept, threatened the needed cooperation of jewelers in selling Swiss watches, and blurred the Swiss product image. Thus the Swiss retaliation to Timex never really came. There are many other examples of this principle at work. Volkswagen’s and American Motor’s early strategies of producing a stripped-down basic transportation vehicle with few style changes created a similar dilemma for the Big Three auto producers. They had a strategy built on trade-up and frequent model changes. Bic’s recent introduction of the disposable razor has put Gillette in a difficult position: if it reacts it may cut into the sales of another product in its broad line of razors, a dilemma Bic does not face.4 Finally, IBM has been reluctant to jump into minicomputers because the move will jeopardize its sales of larger mainframe computers.

Yet with the rise of AI, robots, and 3-D printers, cheap unskilled labor will become far less important. Instead of manufacturing a shirt in Dhaka and shipping it all the way to the United States, you could buy the shirt’s code online from Amazon and print it in New York. The Zara and Prada stores on Fifth Avenue could be replaced by 3-D printing centers in Brooklyn, and some people might even have a printer at home. Simultaneously, instead of calling customer service in Bangalore to complain about your printer, you could talk with an AI representative in the Google cloud (whose accent and tone of voice would be tailored to your preferences). The newly unemployed workers and call center operators in Dhaka and Bangalore don’t have the education necessary to switch to designing fashionable shirts or writing computer code—so how will they survive?

I want economists to quit concerning themselves with allocation problems, per se, with the problem, as it has been traditionally defined. The vocabulary of science is important here, and as T. D. Weldon once suggested, the very word "problem" in and of itself implies the presence of "solution." Once the format has been established in allocation terms, some solution is more or less automatically suggested. Our whole study becomes one of applied maximization of a relatively simple computational sort. Once the ends to be maximized are provided by the social welfare function, everything becomes computational, as my colleague, Rutledge Vining, has properly noted. If there is really nothing more to economics than this, we had as well turn it all over to the applied mathematicians. This does, in fact, seem to be the direction in which we are moving, professionally, and developments of note, or notoriety, during the past two decades consist largely in improvements in what are essentially computing techniques, in the mathematics of social engineering. What I am saying is that we should keep these contributions in perspective; I am urging that they be recognized for what they are, contributions to applied mathematics, to managerial science if you will, but not to our chosen subject field which we, for better or for worse, call "economics.

In Anton Chekhov’s play the Three Sisters, sister Masha refuses ‘to live and not know why the cranes fly, why children are born, why the stars are in the sky. Either you know and you’re alive or it’s all nonsense, all dust in the wind.’ Why? Why? The striving to know is what frees us from the bonds of self, said Einstein. It’s the striving to know, rather than our knowledge-which is always tentative and partial- that is important. Instead of putting computers in our elementary schools, we should take the children out into nature, away from those virtual worlds in which they spend unconscionable hours, and let them see an eclipsed Moon rising in the east, a pink pearl. Let them stand in a morning dawn and watch a slip of a comet fling its trail around the Sun…Let the children know. Let them know that nothing, nothing will find in the virtual world of e-games, television, or the Internet matters half as much as a glitter of strs on an inky sky, drawing our attention into the incomprehensible mystery of why the universe is here at all, and why we are here to observe it. The winter Milky Way rises in the east, one trillion individually invisible points of light, one trillion revelations of the Ultimate Mystery, conferring on the watcher a dignity, a blessedness, that confounds the dull humdrum of the commonplace and opens a window to infinity.

If biological algorithms are the important part of what makes us who we are, rather than the physical stuff, then it’s a possibility that we will someday be able to copy our brains, upload them, and live forever in silica. But there’s an important question here: is it really you? Not exactly. The uploaded copy has all your memories and believes it was you, just there, standing outside the computer, in your body. Here’s the strange part: if you die and we turn on the simulation one second later, it would be a transfer. It would be no different to beaming up in Star Trek, when a person is disintegrated, and then a new version is reconstituted a moment later. Uploading may not be all that different from what happens to you each night when you go to sleep: you experience a little death of your consciousness, and the person who wakes up on your pillow the next morning inherits all your memories, and believes him or herself to be you. Are

Visual over-stimulation is a distraction from concentration and evokes the same sort of reactions as over-stimulation from noise. But the source might surprise you. Even fussy clothing moving around can be a visual distraction, or too many people in the room, or too many machines with moving parts. For those who work outside, a windy day is a triple-threat—with sound, sight, and touch all being affected. Cars moving, lights, signs, crowds, all this visual chaos can exhaust the AS person. Back in the office, too many computer screens, especially older ones with TV-style monitors, and sickly, flickering, unnatural fluorescent lighting were both high on the trigger list. The trouble with fluorescent light is threefold: Cool-white and energy-efficient fluorescent lights are the most commonly used in public buildings. They do not include the color blue, “the most important part for humans,” in their spectrum. In addition to not having the psychological benefits of daylight, they give off toxins and are linked to depression, depersonalization, aggression, vertigo, anxiety, stress, cancer, and many other forms of ill health. It’s true. There’s an EPA report to prove it (Edwards and Torcellini 2002). Flickering fluorescent lights, which can trigger epileptic seizures, cause strong reactions in AS individuals, including headaches, confusion, and an inability to concentrate. Even flickering that is not obvious to others can be perceived by some on the spectrum.

On the other hand, it has a number of other advantages for power. For one thing, it diverts people, it atomizes people. When you're sitting in front of your tube, you're alone. I mean, there's something about human beings that just makes face-to-face contact very different from banging around on a computer terminal and getting some noise coming back―that's very impersonal, and it breaks down human relations. Well, that's obviously a good result from the point of view of people with power―because it's extremely important to drive human sentiments out of people if you just want them to be passive and obedient and under control. So if you can eliminate things like face-to-face contact and direct interaction, and just turn people into what's caricatured as kind of an M.I.T. nerd―you know, somebody who's got antennae coming out of his head, and is wired into his computer all the time―that's a real advantage, because then you've made them more inhuman, and therefore more controllable.

Hey Pete. So why the leave from social media? You are an activist, right? It seems like this decision is counterproductive to your message and work." A: The short answer is I’m tired of the endless narcissism inherent to the medium. In the commercial society we have, coupled with the consequential sense of insecurity people feel, as they impulsively “package themselves” for public consumption, the expression most dominant in all of this - is vanity. And I find that disheartening, annoying and dangerous. It is a form of cultural violence in many respects. However, please note the difference - that I work to promote just that – a message/idea – not myself… and I honestly loath people who today just promote themselves for the sake of themselves. A sea of humans who have been conditioned into viewing who they are – as how they are seen online. Think about that for a moment. Social identity theory run amok. People have been conditioned to think “they are” how “others see them”. We live in an increasing fictional reality where people are now not only people – they are digital symbols. And those symbols become more important as a matter of “marketing” than people’s true personality. Now, one could argue that social perception has always had a communicative symbolism, even before the computer age. But nooooooothing like today. Social media has become a social prison and a strong means of social control, in fact. Beyond that, as most know, social media is literally designed like a drug. And it acts like it as people get more and more addicted to being seen and addicted to molding the way they want the world to view them – no matter how false the image (If there is any word that defines peoples’ behavior here – it is pretention). Dopamine fires upon recognition and, coupled with cell phone culture, we now have a sea of people in zombie like trances looking at their phones (literally) thousands of times a day, merging their direct, true interpersonal social reality with a virtual “social media” one. No one can read anymore... they just swipe a stream of 200 character headlines/posts/tweets. understanding the world as an aggregate of those fragmented sentences. Massive loss of comprehension happening, replaced by usually agreeable, "in-bubble" views - hence an actual loss of variety. So again, this isn’t to say non-commercial focused social media doesn’t have positive purposes, such as with activism at times. But, on the whole, it merely amplifies a general value system disorder of a “LOOK AT ME! LOOK AT HOW GREAT I AM!” – rooted in systemic insecurity. People lying to themselves, drawing meaningless satisfaction from superficial responses from a sea of avatars. And it’s no surprise. Market economics demands people self promote shamelessly, coupled with the arbitrary constructs of beauty and success that have also resulted. People see status in certain things and, directly or pathologically, use those things for their own narcissistic advantage. Think of those endless status pics of people rock climbing, or hanging out on a stunning beach or showing off their new trophy girl-friend, etc. It goes on and on and worse the general public generally likes it, seeking to imitate those images/symbols to amplify their own false status. Hence the endless feedback loop of superficiality. And people wonder why youth suicides have risen… a young woman looking at a model of perfection set by her peers, without proper knowledge of the medium, can be made to feel inferior far more dramatically than the typical body image problems associated to traditional advertising. That is just one example of the cultural violence inherent. The entire industry of social media is BASED on narcissistic status promotion and narrow self-interest. That is the emotion/intent that creates the billions and billions in revenue these platforms experience, as they in turn sell off people’s personal data to advertisers and governments. You are the product, of course.

The unsatisfying but honest answer is that I don’t know for sure, but probably not. The beast machine theory proposes that consciousness in humans and other animals arose in evolution, emerges in each of us during development, and operates from moment to moment in ways intimately connected with our status as living systems. All of our experiences and perceptions stem from our nature as self-sustaining living machines that care about their own persistence. My intuition – and again it’s only an intuition – is that the materiality of life will turn out to be important for all manifestations of consciousness. One reason for this is that the imperative for regulation and self-maintenance in living systems isn’t restricted to just one level, such as the integrity of the whole body. Self-maintenance for living systems goes all the way down, even down to the level of individual cells. Every cell in your body – in any body – is continually regenerating the conditions necessary for its own integrity over time. The same cannot be said for any current or near-future computer, and would not be true even for a silicon beast machine of the sort I just described.

In this section I have tried to demonstrate that Darwinian thinking does live up to its billing as universal acid: it turns the whole traditional world upside down, challenging the top-down image of designs flowing from that genius of geniuses, the Intelligent Designer, and replacing it with the bubble-up image of mindless, motiveless cyclical processes churning out ever-more robust combinations until they start replicating on their own, speeding up the design process by reusing all the best bits over and over. Some of these earliest offspring eventually join forces (one major crane, symbiosis), which leads to multicellularity (another major crane), which leads to the more effective exploration vehicles made possible by sexual reproduction (another major crane), which eventually leads in one species to language and cultural evolution (cranes again), which provide the medium for literature and science and engineering, the latest cranes to emerge, which in turn permits us to “go meta” in a way no other life form can do, reflecting in many ways on who and what we are and how we got here, modeling these processes in plays and novels, theories and computer simulations, and ever-more thinking tools to add to our impressive toolbox. This perspective is so widely unifying and at the same time so generous with detailed insights that one might say it’s a power tool, all on its own. Those who are still strangely repelled by Darwinian thinking must consider the likelihood that if they try to go it alone with only the hand tools of tradition, they will find themselves laboring far from the cutting edge of research on important phenomena as diverse as epidemics and epistemology, biofuels and brain architecture, molecular genetics, music, and morality.

A file on a hard disk does indeed contain information of the kind that objectively exists. The fact that the bits are discernible instead of being scrambled into mush - the way heat scrambles things - is what makes them bits. But if the bits can potentially mean something to someone, they can only do so if they are experienced. When that happens, a commonality of culture is enacted between the storer and the retriever of the bits. Experience is the only process that can de-alienate information. Information of the kind that purportedly wants to be free is nothing but a shadow of our own minds, and wants nothing on its own. It will not suffer if it doesn't get what it wants. But if you want to make the transition from the old religion, where you hope God will give you an afterlife, to the new religion, where you hope to become immortal by getting uploaded into a computer, then you have to believe information is real and alive. So for you, it will be important to redesign human institutions like art, the economy, and the law to reinforce the perception that information is alive. You demand that the rest of us live in your new conception of a state religion. You need us to deify information to reinforce your faith.

Clearly, just imprinting a document in clay is not enough to guarantee efficient, accurate and convenient data processing. That requires methods of organisation like catalogues, methods of reproduction like photocopy machines, methods of rapid and accurate retrieval like computer algorithms, and pedantic (but hopefully cheerful) librarians who know how to use these tools. Inventing such methods proved to be far more difficult than inventing writing. Many writing systems developed independently in cultures distant in time and place from each other. Every decade archaeologists discover another few forgotten scripts. Some of them might prove to be even older than the Sumerian scratches in clay. But most of them remain curiosities because those who invented them failed to invent efficient ways of cataloguing and retrieving data. What set apart Sumer, as well as pharaonic Egypt, ancient China and the Inca Empire, is that these cultures developed good techniques of archiving, cataloguing and retrieving written records. They obviously had no computers or photocopying machines, but they did have catalogues, and far more importantly, they did create special schools in which professional scribes, clerks, librarians and accountants were rigorously trained in the secrets of data-processing.

When problems of transference are involved, as they usually are, psychotherapy is, among other things, a process of map-revising. Patients come to therapy because their maps are clearly not working. But how they may cling to them and fight the process every step of the way! Frequently their need to cling to their maps and fight against losing them is so great that therapy becomes impossible, as it did in the case of the computer technician. Initially he requested a Saturday appointment. After three sessions he stopped coming because he took a job doing lawn-maintenance work on Saturdays and Sundays. I offered him a Thursday-evening appointment. He came for two sessions and then stopped because he was doing overtime work at the plant. I then rearranged my schedule so I could see him on Monday evenings, when, he had said, overtime work was unlikely. After two more sessions, however, he stopped coming because Monday-night overtime work seemed to have picked up. I confronted him with the impossibility of doing therapy under these circumstances. He admitted that he was not required to accept overtime work. He stated, however, that he needed the money and that the work was more important to him than therapy. He stipulated that he could see me only on those Monday evenings when there was no overtime work to be done and that he would call me at four o’clock every Monday afternoon to tell me if he could keep his appointment that evening. I told him that these conditions were not acceptable to me, that I was unwilling to set aside my plans every Monday evening on the chance that he might be able to come to his sessions. He felt that I was being unreasonably rigid, that I had no concern for his needs, that I was interested only in my own time and clearly cared nothing for him, and that therefore I could not be trusted. It was on this basis that our attempt to work together was terminated, with me as another landmark on his old map. The problem of transference is not simply a

Our actions and the problems they create are connected, all around the world. Goats in the Mongolian desert add to air pollution in California; throwing away a computer helps create an illegal economy that makes people sick in Ghana; a loophole in a treaty contributes to deforestation in the American South to generate electricity in England; our idea of the perfect carrot could mean that many others rot in the fields. We can’t pretend anymore that the things we do and wear and eat and use exist only for us, that they don’t have a wider impact beyond our individual lives, which also means that we’re all in this together. • A lack of transparency on the part of governments and corporations has meant that our actions have consequences we are unaware of (see above), and if we knew about them, we would be surprised and angry. (Now, maybe, you are.) • It’s important to understand your actions and larger social, cultural, industrial, and economic processes in context, because then you can better understand which specific policies and practices would make a difference, and what they would achieve. • Living in a way that honors your values is important, even if your personal habits aren’t going to fix everything. We need to remember what is at stake, and the small sacrifices we make may help us do that, if you need reminding. If we know what our sacrifices mean and why they might matter, we might be more willing to make them.

Given the central place that technology holds in our lives, it is astonishing that technology companies have not put more resources into fixing this global problem. Advanced computer systems and artificial intelligence (AI) could play a much bigger role in shaping diagnosis and prescription. While the up-front costs of using such technology may be sizeable, the long-term benefits to the health-care system need to be factored into value assessments. We believe that AI platforms could improve on the empirical prescription approach. Physicians work long hours under stressful conditions and have to keep up to date on the latest medical research. To make this work more manageable, the health-care system encourages doctors to specialize. However, the vast majority of antibiotics are prescribed either by generalists (e.g., general practitioners or emergency physicians) or by specialists in fields other than infectious disease, largely because of the need to treat infections quickly. An AI system can process far more information than a single human, and, even more important, it can remember everything with perfect accuracy. Such a system could theoretically enable a generalist doctor to be as effective as, or even superior to, a specialist at prescribing. The system would guide doctors and patients to different treatment options, assigning each a probability of success based on real-world data. The physician could then consider which treatment was most appropriate.

Corvallis sometimes thought back on the day, three decades ago, when Richard Forthrast had reached down and plucked him out of his programming job at Corporation 9592 and given him a new position, reporting directly to Richard. Corvallis had asked the usual questions about job title and job description. Richard had answered, simply, “Weird stuff.” When this proved unsatisfactory to the company’s ISO-compliant HR department, Richard had been forced to go downstairs and expand upon it. In a memorable, extemporaneous work of performance art in the middle of the HR department’s open-plan workspace, he had explained that work of a routine, predictable nature could and should be embodied in computer programs. If that proved too difficult, it should be outsourced to humans far away. If it was somehow too sensitive or complicated for outsourcing, then “you people” (meaning the employees of the HR department) needed to slice it and dice it into tasks that could be summed up in job descriptions and advertised on the open employment market. Floating above all of that, however, in a realm that was out of the scope of “you people,” was “weird stuff.” It was important that the company have people to work on “weird stuff.” As a matter of fact it was more important than anything else. But trying to explain “weird stuff” to “you people” was like explaining blue to someone who had been blind since birth, and so there was no point in even trying. About then, he’d been interrupted by a spate of urgent text messages from one of the company’s novelists, who had run aground on some desolate narrative shore and needed moral support, and so the discussion had gone no further. Someone had intervened and written a sufficiently vague job description for Corvallis and made up a job title that would make it possible for him to get the level of compensation he was expecting. So it had all worked out fine. And it made for a fun story to tell on the increasingly rare occasions when people were reminiscing about Dodge back in the old days. But the story was inconclusive in the sense that Dodge had been interrupted before he could really get to the essence of what “weird stuff” actually was and why it was so important. As time went on, however, Corvallis understood that this very inconclusiveness was really a fitting and proper part of the story.

A very important function of the nervous system, and, as we have said, a function equally in demand for computing machines, is that of memory, the ability to preserve the results of past operations for use in the future. It will be seen that the uses of the memory are highly various, and it is improbable that any single mechanism can satisfy the demands of all of them. There is first the memory which is necessary for the carrying out of a current process, such as a multiplication, in which the intermediate results are of no value once the process is completed, and in which the operating apparatus should then be released for further use. Such a memory should record quickly, be read quickly, and be erased quickly. On the other hand, there is the memory which is intended to be part of the files, the permanent record, of the machine or the brain, and to contribute to the basis of all its future behavior, at least during a single run of the machine. Let it be remarked parenthetically that an important difference between the way in which we use the brain and the machine is that the machine is intended for many successive runs, either with no reference to each other, or with a minimal, limited reference, and that it can be cleared between such runs; while the brain, in the course of nature, never even approximately clears out its past records. Thus the brain, under normal circumstances, is not the complete analogue of the computing machine but rather the analogue of a single run on such a machine. We shall see later that this remark has a deep significance in psychopathology and in psychiatry.

What’s more, AI researchers have begun to realize that emotions may be a key to consciousness. Neuroscientists like Dr. Antonio Damasio have found that when the link between the prefrontal lobe (which governs rational thought) and the emotional centers (e.g., the limbic system) is damaged, patients cannot make value judgments. They are paralyzed when making the simplest of decisions (what things to buy, when to set an appointment, which color pen to use) because everything has the same value to them. Hence, emotions are not a luxury; they are absolutely essential, and without them a robot will have difficulty determining what is important and what is not. So emotions, instead of being peripheral to the progress of artificial intelligence, are now assuming central importance. If a robot encounters a raging fire, it might rescue the computer files first, not the people, since its programming might say that valuable documents cannot be replaced but workers always can be. It is crucial that robots be programmed to distinguish between what is important and what is not, and emotions are shortcuts the brain uses to rapidly determine this. Robots would thus have to be programmed to have a value system—that human life is more important than material objects, that children should be rescued first in an emergency, that objects with a higher price are more valuable than objects with a lower price, etc. Since robots do not come equipped with values, a huge list of value judgments must be uploaded into them. The problem with emotions, however, is that they are sometimes irrational, while robots are mathematically precise. So silicon consciousness may differ from human consciousness in key ways. For example, humans have little control over emotions, since they happen so rapidly and because they originate in the limbic system, not the prefrontal cortex of the brain. Furthermore, our emotions are often biased.

RENEWABLE ENERGY REVOLUTION: SOLAR + WIND + BATTERIES In addition to AI, we are on the cusp of another important technological revolution—renewable energy. Together, solar photovoltaic, wind power, and lithium-ion battery storage technologies will create the capability of replacing most if not all of our energy infrastructure with renewable clean energy. By 2041, much of the developed world and some developing countries will be primarily powered by solar and wind. The cost of solar energy dropped 82 percent from 2010 to 2020, while the cost of wind energy dropped 46 percent. Solar and onshore wind are now the cheapest sources of electricity. In addition, lithium-ion battery storage cost has dropped 87 percent from 2010 to 2020. It will drop further thanks to the massive production of batteries for electrical vehicles. This rapid drop in the price of battery storage will make it possible to store the solar/wind energy from sunny and windy days for future use. Think tank RethinkX estimates that with a $2 trillion investment through 2030, the cost of energy in the United States will drop to 3 cents per kilowatt-hour, less than one-quarter of today’s cost. By 2041, it should be even lower, as the prices of these three components continue to descend. What happens on days when a given area’s battery energy storage is full—will any generated energy left unused be wasted? RethinkX predicts that these circumstances will create a new class of energy called “super power” at essentially zero cost, usually during the sunniest or most windy days. With intelligent scheduling, this “super power” can be used for non-time-sensitive applications such as charging batteries of idle cars, water desalination and treatment, waste recycling, metal refining, carbon removal, blockchain consensus algorithms, AI drug discovery, and manufacturing activities whose costs are energy-driven. Such a system would not only dramatically decrease energy cost, but also power new applications and inventions that were previously too expensive to pursue. As the cost of energy plummets, the cost of water, materials, manufacturing, computation, and anything that has a major energy component will drop, too. The solar + wind + batteries approach to new energy will also be 100-percent clean energy. Switching to this form of energy can eliminate more than 50 percent of all greenhouse gas emissions, which is by far the largest culprit of climate change.

As I became older, I was given many masks to wear. I could be a laborer laying railroad tracks across the continent, with long hair in a queue to be pulled by pranksters; a gardener trimming the shrubs while secretly planting a bomb; a saboteur before the day of infamy at Pearl Harbor, signaling the Imperial Fleet; a kamikaze pilot donning his headband somberly, screaming 'Banzai' on my way to my death; a peasant with a broad-brimmed straw hat in a rice paddy on the other side of the world, stooped over to toil in the water; an obedient servant in the parlor, a houseboy too dignified for my own good; a washerman in the basement laundry, removing stains using an ancient secret; a tyrant intent on imposing my despotism on the democratic world, opposed by the free and the brave; a party cadre alongside many others, all of us clad in coordinated Mao jackets; a sniper camouflaged in the trees of the jungle, training my gunsights on G.I. Joe; a child running with a body burning from napalm, captured in an unforgettable photo; an enemy shot in the head or slaughtered by the villageful; one of the grooms in a mass wedding of couples, having met my mate the day before through our cult leader; an orphan in the last airlift out of a collapsed capital, ready to be adopted into the good life; a black belt martial artist breaking cinderblocks with his head, in an advertisement for Ginsu brand knives with the slogan 'but wait--there's more' as the commercial segued to show another free gift; a chef serving up dog stew, a trick on the unsuspecting diner; a bad driver swerving into the next lane, exactly as could be expected; a horny exchange student here for a year, eager to date the blonde cheerleader; a tourist visiting, clicking away with his camera, posing my family in front of the monuments and statues; a ping pong champion, wearing white tube socks pulled up too high and batting the ball with a wicked spin; a violin prodigy impressing the audience at Carnegie Hall, before taking a polite bow; a teen computer scientist, ready to make millions on an initial public offering before the company stock crashes; a gangster in sunglasses and a tight suit, embroiled in a turf war with the Sicilian mob; an urban greengrocer selling lunch by the pound, rudely returning change over the counter to the black patrons; a businessman with a briefcase of cash bribing a congressman, a corrupting influence on the electoral process; a salaryman on my way to work, crammed into the commuter train and loyal to the company; a shady doctor, trained in a foreign tradition with anatomical diagrams of the human body mapping the flow of life energy through a multitude of colored points; a calculus graduate student with thick glasses and a bad haircut, serving as a teaching assistant with an incomprehensible accent, scribbling on the chalkboard; an automobile enthusiast who customizes an imported car with a supercharged engine and Japanese decals in the rear window, cruising the boulevard looking for a drag race; a illegal alien crowded into the cargo hold of a smuggler's ship, defying death only to crowd into a New York City tenement and work as a slave in a sweatshop. My mother and my girl cousins were Madame Butterfly from the mail order bride catalog, dying in their service to the masculinity of the West, and the dragon lady in a kimono, taking vengeance for her sisters. They became the television newscaster, look-alikes with their flawlessly permed hair. Through these indelible images, I grew up. But when I looked in the mirror, I could not believe my own reflection because it was not like what I saw around me. Over the years, the world opened up. It has become a dizzying kaleidoscope of cultural fragments, arranged and rearranged without plan or order.

In the absence of expert [senior military] advice, we have seen each successive administration fail in the business of strategy - yielding a United States twice as rich as the Soviet Union but much less strong. Only the manner of the failure has changed. In the 1960s, under Robert S. McNamara, we witnessed the wholesale substitution of civilian mathematical analysis for military expertise. The new breed of the "systems analysts" introduced new standards of intellectual discipline and greatly improved bookkeeping methods, but also a trained incapacity to understand the most important aspects of military power, which happens to be nonmeasurable. Because morale is nonmeasurable it was ignored, in large and small ways, with disastrous effects. We have seen how the pursuit of business-type efficiency in the placement of each soldier destroys the cohesion that makes fighting units effective; we may recall how the Pueblo was left virtually disarmed when it encountered the North Koreans (strong armament was judged as not "cost effective" for ships of that kind). Because tactics, the operational art of war, and strategy itself are not reducible to precise numbers, money was allocated to forces and single weapons according to "firepower" scores, computer simulations, and mathematical studies - all of which maximize efficiency - but often at the expense of combat effectiveness. An even greater defect of the McNamara approach to military decisions was its businesslike "linear" logic, which is right for commerce or engineering but almost always fails in the realm of strategy. Because its essence is the clash of antagonistic and outmaneuvering wills, strategy usually proceeds by paradox rather than conventional "linear" logic. That much is clear even from the most shopworn of Latin tags: si vis pacem, para bellum (if you want peace, prepare for war), whose business equivalent would be orders of "if you want sales, add to your purchasing staff," or some other, equally absurd advice. Where paradox rules, straightforward linear logic is self-defeating, sometimes quite literally. Let a general choose the best path for his advance, the shortest and best-roaded, and it then becomes the worst path of all paths, because the enemy will await him there in greatest strength... Linear logic is all very well in commerce and engineering, where there is lively opposition, to be sure, but no open-ended scope for maneuver; a competitor beaten in the marketplace will not bomb our factory instead, and the river duly bridged will not deliberately carve out a new course. But such reactions are merely normal in strategy. Military men are not trained in paradoxical thinking, but they do no have to be. Unlike the business-school expert, who searches for optimal solutions in the abstract and then presents them will all the authority of charts and computer printouts, even the most ordinary military mind can recall the existence of a maneuvering antagonists now and then, and will therefore seek robust solutions rather than "best" solutions - those, in other words, which are not optimal but can remain adequate even when the enemy reacts to outmaneuver the first approach.

Gadgetry will continue to relieve mankind of tedious jobs. Kitchen units will be devised that will prepare ‘automeals,’ heating water and converting it to coffee; toasting bread; frying, poaching or scrambling eggs, grilling bacon, and so on. Breakfasts will be ‘ordered’ the night before to be ready by a specified hour the next morning. Communications will become sight-sound and you will see as well as hear the person you telephone. The screen can be used not only to see the people you call but also for studying documents and photographs and reading passages from books. Synchronous satellites, hovering in space will make it possible for you to direct-dial any spot on earth, including the weather stations in Antarctica. [M]en will continue to withdraw from nature in order to create an environment that will suit them better. By 2014, electroluminescent panels will be in common use. Ceilings and walls will glow softly, and in a variety of colors that will change at the touch of a push button. Robots will neither be common nor very good in 2014, but they will be in existence. The appliances of 2014 will have no electric cords, of course, for they will be powered by long- lived batteries running on radioisotopes. “[H]ighways … in the more advanced sections of the world will have passed their peak in 2014; there will be increasing emphasis on transportation that makes the least possible contact with the surface. There will be aircraft, of course, but even ground travel will increasingly take to the air a foot or two off the ground. [V]ehicles with ‘Robot-brains’ … can be set for particular destinations … that will then proceed there without interference by the slow reflexes of a human driver. [W]all screens will have replaced the ordinary set; but transparent cubes will be making their appearance in which three-dimensional viewing will be possible. [T]he world population will be 6,500,000,000 and the population of the United States will be 350,000,000. All earth will be a single choked Manhattan by A.D. 2450 and society will collapse long before that! There will, therefore, be a worldwide propaganda drive in favor of birth control by rational and humane methods and, by 2014, it will undoubtedly have taken serious effect. Ordinary agriculture will keep up with great difficulty and there will be ‘farms’ turning to the more efficient micro-organisms. Processed yeast and algae products will be available in a variety of flavors. The world of A.D. 2014 will have few routine jobs that cannot be done better by some machine than by any human being. Mankind will therefore have become largely a race of machine tenders. Schools will have to be oriented in this direction…. All the high-school students will be taught the fundamentals of computer technology will become proficient in binary arithmetic and will be trained to perfection in the use of the computer languages that will have developed out of those like the contemporary “Fortran". [M]ankind will suffer badly from the disease of boredom, a disease spreading more widely each year and growing in intensity. This will have serious mental, emotional and sociological consequences, and I dare say that psychiatry will be far and away the most important medical specialty in 2014. [T]he most glorious single word in the vocabulary will have become work! in our a society of enforced leisure.

Each purpose, each mission, is meant to be fully lived to the point where it becomes empty, boring, and useless. Then it should be discarded. This is a sign of growth, but you may mistake it for a sign of failure. For instance, you may take on a business project, work at it for several years, and then suddenly find yourself totally disinterested. You know that if you stayed with it for another few years you would reap much greater financial reward than if you left the project now. But the project no longer calls you. You no longer feel interested in the project. You have developed skills over the last few years working on the project, but it hasn’t yet come to fruition. You may wonder, now that you have the skills, should you stick with it and bring the project to fruition, even though the work feels empty to you? Well, maybe you should stick with it. Maybe you are bailing out too soon, afraid of success or failure, or just too lazy to persevere. This is one possibility. Ask your close men friends if they feel you are simply losing steam, wimping out, or afraid to bring your project to completion. If they feel you are bailing out too soon, stick with it. However, there is also the possibility that you have completed your karma in this area. It is possible that this was one layer of purpose, which you have now fulfilled, on the way to another layer of purpose, closer to your deepest purpose. Among the signs of fulfilling or completing a layer of purpose are these: 1. You suddenly have no interest whatsoever in a project or mission that, just previously, motivated you highly. 2. You feel surprisingly free of any regrets whatsoever, for starting the project or for ending it. 3. Even though you may not have the slightest idea of what you are going to do next, you feel clear, unconfused, and, especially, unburdened. 4. You feel an increase in energy at the prospect of ceasing your involvement with the project. 5. The project seems almost silly, like collecting shoelaces or wallpapering your house with gas station receipts. Sure, you could do it, but why would you want to? If you experience these signs, it is probably time to stop working on this project. You must end your involvement impeccably, however, making sure there are no loose ends and that you do not burden anybody’s life by stopping your involvement. This might take some time, but it is important that this layer of your purpose ends cleanly and does not create any new karma, or obligation, that will burden you or others in the future. The next layer of your unfolding purpose may make itself clear immediately. More often, however, it does not. After completing one layer of purpose, you might not know what to do with your life. You know that the old project is over for you, but you are not sure of what is next. At this point, you must wait for a vision. There is no way to rush this process. You may need to get an intermediary job to hold you over until the next layer of purpose makes itself clear. Or, perhaps you have enough money to simply wait. But in any case, it is important to open yourself to a vision of what is next. You stay open to a vision of your deeper purpose by not filling your time with distractions. Don’t watch TV or play computer games. Don’t go out drinking beer with your friends every night or start dating a bunch of women. Simply wait. You may wish to go on a retreat in a remote area and be by yourself. Whatever it is you decide to do, consciously keep yourself open and available to receiving a vision of what is next. It will come.

The morning was already setting up to be hectic, and Jon thanked his lucky stars that Jessie was so good at his job and a constant spark-plug of activity. Oh god, you did not just think Jessie was a spark-plug? You really are getting old. Next thing you know you’ll being saying whipper-snappers and break a hip getting out of bed. He shook his head. I guess I had a good run. Jessie quickly re-entered the office. “Alright. Elisabeth has her caffeine fix and said she’ll be down to say goodbye in a few. So let’s get this bad boy going for the week. Travel plans are done for next month and meetings for the week are in you planner so I’m assuming they’ll be no more complaining about flying coach class this time?” Jessie gave a sly wink and kept organizing his desk. “Yes. And for that I thank you for that my color-coding, hyper computer organized planner. We have to make sure the next presentation for Chicago is ready in three weeks; the storyboards for the new campaign ideas have to be finished by Tuesday the 16th so we can get them shipped before I head out there.” “And let’s not forget our important morning ritual.” Jon looked at Jessie with a question about to form before the realization hit him. His expression changed from confused to stern. “No cat videos Jessie. I swear. Enough of the cat videos.” “C’mon. You know you love them and they brighten your dour moods. Look at this one.” Jessie turned his screen and Jon begrudgingly looked at the cute little puppy and kitten with captions over them. “How can you not love this?” Jessie smiled. “The cute little kitty tells the playful puppy not to do it and yet the puppy bonks the little kitty on the head with his little puppy paw. “Boop Boop.” And then the cat swipes at the puppy and it falls off the bed. You know this is internet gold.” Jon smiled. “Can we get back to work?” Jessie nodded and then walked up to Jon - without hesitating, he bonked him lightly on the head. “Boop.” He paused and added, “I think this puppy is onto something.” Jessie grinned ear to ear still. “I pledge, from now on if something makes me as happy as this bonking picture I’m just going to say Boop boop.” Jon stood stone-faced but a second later, could not stop his smile. “I am not amused.” Jon shook the smile away. “Now, if you’re done boop booping me, there is something else I want to talk with you about.” Jessie looked at Jon with a quizzical smile. “Not to blow my own horn but I have a new and brilliant thought my young apprentice.” Jessie opened his mouth to comment on the blowing horn, but Jon held up his hand and cut him off. “Stop it.” Jessie closed his mouth and swallowed the sexual innuendo-laced comment he had forming on the tip of his tongue.