Computer System Quotes

Cyberspace. A consensual hallucination experienced daily by billions of legitimate operators, in every nation, by children being taught mathematical concepts... A graphic representation of data abstracted from banks of every computer in the human system. Unthinkable complexity. Lines of light ranged in the nonspace of the mind, clusters and constellations of data. Like city lights, receding...

Idiots emit bogons, causing machinery to malfunction in their presence. System administrators absorb bogons, letting machinery work again.

Depression is a lot like that: slowly, over the years, the data will accumulate in your heart and mind, a computer program for total negativity will build into your system, making life feel more and more unbearale. But you won't even notice it coming on, thinking that it is somehow normal, something about getter older, about turning eight or about turning twelve or turning fifteeen, and then one day you realize that your entire life is just awful, not worth living, a horror and a black blot on the white terrain of human existence. One morning you wake up afraid you are going to live.

Some catastrophic moments invite clarity, explode in split moments: You smash your hand through a windowpane and then there is blood and shattered glass stained with red all over the place; you fall out a window and break some bones and scrape some skin. Stitches and casts and bandages and antiseptic solve and salve the wounds. But depression is not a sudden disaster. It is more like a cancer: At first its tumorous mass is not even noticeable to the careful eye, and then one day -- wham! -- there is a huge, deadly seven-pound lump lodged in your brain or your stomach or your shoulder blade, and this thing that your own body has produced is actually trying to kill you. Depression is a lot like that: Slowly, over the years, the data will accumulate in your heart and mind, a computer program for total negativity will build into your system, making life feel more and more unbearable. But you won't even notice it coming on, thinking that it is somehow normal, something about getting older, about turning eight or turning twelve or turning fifteen, and then one day you realize that your entire life is just awful, not worth living, a horror and a black blot on the white terrain of human existence. One morning you wake up afraid you are going to live. In my case, I was not frightened in the least bit at the thought that I might live because I was certain, quite certain, that I was already dead. The actual dying part, the withering away of my physical body, was a mere formality. My spirit, my emotional being, whatever you want to call all that inner turmoil that has nothing to do with physical existence, were long gone, dead and gone, and only a mass of the most fucking god-awful excruciating pain like a pair of boiling hot tongs clamped tight around my spine and pressing on all my nerves was left in its wake. That's the thing I want to make clear about depression: It's got nothing at all to do with life. In the course of life, there is sadness and pain and sorrow, all of which, in their right time and season, are normal -- unpleasant, but normal. Depression is an altogether different zone because it involves a complete absence: absence of affect, absence of feeling, absence of response, absence of interest. The pain you feel in the course of a major clinical depression is an attempt on nature's part (nature, after all, abhors a vacuum) to fill up the empty space. But for all intents and purposes, the deeply depressed are just the walking, waking dead. And the scariest part is that if you ask anyone in the throes of depression how he got there, to pin down the turning point, he'll never know. There is a classic moment in The Sun Also Rises when someone asks Mike Campbell how he went bankrupt, and all he can say in response is, 'Gradually and then suddenly.' When someone asks how I love my mind, that is all I can say too

It's just one thing after another. Cars that won't run. Planes that will never fly again. Computer systems we can barely use, let alone re-create. It's like...time is flowing backward. We're caveman archeologists in the ruins of the future.

Evolution has no foresight. Complex machinery develops its own agendas. Brains — cheat. Feedback loops evolve to promote stable heartbeats and then stumble upon the temptation of rhythm and music. The rush evoked by fractal imagery, the algorithms used for habitat selection, metastasize into art. Thrills that once had to be earned in increments of fitness can now be had from pointless introspection. Aesthetics rise unbidden from a trillion dopamine receptors, and the system moves beyond modeling the organism. It begins to model the very process of modeling. It consumes evermore computational resources, bogs itself down with endless recursion and irrelevant simulations. Like the parasitic DNA that accretes in every natural genome, it persists and proliferates and produces nothing but itself. Metaprocesses bloom like cancer, and awaken, and call themselves I.

If you taught me to read and provided for me the same computer system as someone has provided for Stephen Hawking, I, too, would write great books. And yet you don't teach me to read, and you don't give me a computer stick I can push around with my nose to point at the next letter I wish typed. So whose fault is it that I am what I am?

He knew what he was experiencing was a basic error in programming, and he wished he could open up his brain and delete the bad code. Unfortunately, the human brain is every bit as closed a system as a Mac.

(There’s a rumor that World War III almost started when the computer in charge of the North American nuclear missile system misinterpreted a commander saying “I hate syrup” as “annihilate Europe.”)

It’s a simple complex system. That’s the technical name for it. Because it’s simple, it’s prone to cascades, and because it’s complex, you can’t predict what’s going to fail. Or how. It’s computationally impossible.

People that hold onto hate for so long do so because they want to avoid dealing with their pain. They falsely believe if they forgive they are letting their enemy believe they are a doormat. What they don’t understand is hatred can’t be isolated or turned off. It manifests in their health, choices and belief systems. Their values and religious beliefs make adjustments to justify their negative emotions. Not unlike malware infesting a hard drive, their spirit slowly becomes corrupted and they make choices that don’t make logical sense to others. Hatred left unaddressed will crash a person’s spirit. The only thing he or she can do is to reboot, by fixing him or herself, not others. This might require installing a firewall of boundaries or parental controls on their emotions. Regardless of the approach, we are all connected on this "network of life" and each of us is responsible for cleaning up our spiritual registry.

computer scientists call validation: whereas verification asks “Did I build the system right?,” validation asks “Did I build the right system?

Mort drove one of those little hybrid cars that, when not running on gasoline, was fueled by idealism. It was made out of crepe paper and duct tape and boasted a computer system that looked like it could have run the NYSE and NORAD, with enough attention left over to play tic-tac-toe. Or possibly Global Thermonuclear War.

People are all born ignorant but they are not born stupid. Much of the stupidity we see today is induced by our educational system, from the elementary schools to the universities. In a high-tech age that has seen the creation of artificial intelligence by computers, we are also seeing the creation of artificial stupidity by people who call themselves educators.

Well, Mr. Frankel, who started this program, began to suffer from the computer disease that anybody who works with computers now knows about. It's a very serious disease and it interferes completely with the work. The trouble with computers is you *play* with them. They are so wonderful. You have these switches - if it's an even number you do this, if it's an odd number you do that - and pretty soon you can do more and more elaborate things if you are clever enough, on one machine. After a while the whole system broke down. Frankel wasn't paying any attention; he wasn't supervising anybody. The system was going very, very slowly - while he was sitting in a room figuring out how to make one tabulator automatically print arc-tangent X, and then it would start and it would print columns and then bitsi, bitsi, bitsi, and calculate the arc-tangent automatically by integrating as it went along and make a whole table in one operation. Absolutely useless. We *had* tables of arc-tangents. But if you've ever worked with computers, you understand the disease - the *delight* in being able to see how much you can do. But he got the disease for the first time, the poor fellow who invented the thing.

I suggested that someone grab Bill Gates and get him to install a new operating system, but apparently he's not a demon" At Reaver's eye roll she nodded. "Right? I was surprised too.

Today," she told it, "death comes to all your circuits. Will it be slow and systematic or fast and brutal?" Considering, she circled it, "Tough decision. I've waited so long for this moment. Dreamed of it." Showing her teeth, she began to roll up her sleeves. "What," Roarke asked from the doorway that connected their work areas, "is that?" "The former bane of my existence. The Antichrist of technology. Do we have a hammer?" Studying the pile on the floor, he walked in. "Several, I imagine, of various types." "I want all of them. Tiny little hammers, big, wallbangers, and everything in between." "Might one ask why?" "I'm going to beat this thing apart, byte by byte, until there's nothing left but dust from the last trembling chip." "Hmmm." Roarke crouched down, examined the pitifully out-of-date system. "When did you haul this mess in here?" "Just now. I had it in the car. Maybe I should use acid, just stand here and watch it hiss and dissolve. That could be good." Saying nothing, Roarke took a small case out of his pocket, opened it, and chose a slim tool. With a few deft moves, he had the housing open. "Hey! Hey! What're you doing?" "I haven't seen anything like this in a decade. Fascinating. Look at this corrosion. Christ, this is a SOC chip system. And it's cross-wired." When he began to fiddle, she rushed over and slapped at his hands. "Mine. I get to kill it." "Get a grip on yourself," he said absently and delved deeper into the guts. "I'll take this into research." "No. Uh-uh. I have to bust it apart. What if it breeds?

Plainly it isn't an exact science, despite it being a complex interaction of micro-decisions and corresponding thought; perhaps it doesn't always work and we pass by some potential soulmates like the proverbial ships in the night, never quite connecting. Then again, perhaps the system is tenacious and continues to run like a computer program on infinite loop, so that if at first you don't meet, you are drawn back together for another try.

The purpose of quantum computing based compassionate artificial intelligence is to develop integrated systems that can preserve and enhance human values of peace, love, happiness and freedom.

A mind is a simulation that simulates itself.

People think of education as something that they can finish. And what’s more, when they finish, it’s a rite of passage. You’re finished with school. You’re no more a child, and therefore anything that reminds you of school - reading books, having ideas, asking questions - that’s kid’s stuff. Now you’re an adult, you don’t do that sort of thing any more. You have everybody looking forward to no longer learning, and you make them ashamed afterward of going back to learning. If you have a system of education using computers, then anyone, any age, can learn by himself, can continue to be interested. If you enjoy learning, there’s no reason why you should stop at a given age. People don’t stop things they enjoy doing just because they reach a certain age. What’s exciting is the actual process of broadening yourself, of knowing there’s now a little extra facet of the universe you know about and can think about and can understand. It seems to me that when it’s time to die, there would be a certain pleasure in thinking that you had utilized your life well, learned as much as you could, gathered in as much as possible of the universe, and enjoyed it. There’s only this one universe and only this one lifetime to try to grasp it. And while it is inconceivable that anyone can grasp more than a tiny portion of it, at least you can do that much. What a tragedy just to pass through and get nothing out of it.

...But the heart is not a computer that can be upgraded so quickly and easily with the latest version of love. Love cannot be sealed hermetically inside a tight box like any other on the store shelf; even though the word itself is in public domain, its quality is not. Love cannot promise a full customer satisfaction garanteed or a whole lifetime of dreams shared refunded, with no questions asked. Love cannot be agreed to in terms and conditions as quickly as the "Next" button being clicked. These unspoken terms and conditions grow and develop over time until it gets very messy, and no one remembers how such a mess of accusation and anger was able to overshadow their pure ecstasy of love, the spark between two people turning on a new operation system of togetherness for the first time. Love is always beta; never a golden master. If love were a computer, constant bug reports and subsequent fixes are the name of the game, and there are many unexplained breakdowns. The heart is too stubborn for explanations and too impatient for forgiveness, and there is usually no one at the tech support line. Forgive me stan, if I've crashed so often. It's just to hard to boot up to a whole new future without you. I am an empty monitor in search of a "hello.

I guess accidents do happen, know what I mean? A blown tire here, failed brakes around a curve there. Perhaps the vehicle’s computer system goes haywire and results in an explosion. Those types of things send a clear message.

That, ultimately, is the critical flaw or design defect intentionally integrated into every system, in both politics and computing: the people who create the rules have no incentive to act against themselves.

IBM experimented with adding Urban Dictionary data to its artificial intelligence system Watson, only to scrub it all out again when the computer started swearing at them.

Some people, I am told, have memories like computers, nothing to do but punch the button and wait for the print-out. Mine is more like a Japanese library of the old style, without a card file or an indexing system or any systematic shelf plan. Nobody knows where anything is except the old geezer in felt slippers who has been shuffling up and down those stacks for sixty-nine years. When you hand him a problem he doesn't come back with a cartful and dump it before you, a jackpot of instant retrieval. He finds one thing, which reminds him of another, which leads him off to the annex, which directs him to the east wing, which sends him back two tiers from where he started. Bit by bit he finds you what you want, but like his boss who seems to be under pressure to examine his life, he takes his time.

My password? Of course. Three words, Ignis aurum probat. “Fire tests gold.” The rest of the phrase: “. . . and adversity tests the brave.” How true. A strong password, strong indeed, exactly as required by the computer system. Thank you, Seneca.

Sometimes in studying Ramanujan's work, [George Andrews] said at another time, "I have wondered how much Ramanujan could have done if he had had MACSYMA or SCRATCHPAD or some other symbolic algebra package.

I stared at the pictogram of a burger nestled between similar representations of shakes, sodas, and fries, on the front of my register. I wondered why humankind seemed so dead set on destroying all of its accomplishments. We draw on cave walls, spend thousands of years developing complex language systems, the printing press, computers, and what do we do with it? Create a cash register with the picture of a burger on it, just in case the cashier didn't finish the second grade. One step forward, two steps back-- like an evolutionary cha-cha. Working here just proved that the only thing separating me from a monkey was pants.

It's a piece of cake, being a lawyer or a doctor or a computer systems analyst or an accountant. Libraries are full of books telling you how to do it. The only textbooks for private eyes are on fiction shelves, and I don't remember ever reading one that told me how to interrogate an eight-year old without feeling like I was auditioning for the Gestapo.

Systems are organic, living creations: if people stop working on them and improving them, they die.

Jabba resembled a giant tadpole, like the cinematic creature for whom he was nicknamed, the man was a hairless spheroid. As resident guardian angel of all NSA computer systems, Jabba marched from department to department, tweaking, soldering, and reaffirming his credo that prevention was the best medicine. No NSA computer had ever been infected under Jabba's reign; he intended to keep it that way.

While we may continue to use the words smart and stupid, and while IQ tests may persist for certain purposes, the monopoly of those who believe in a single general intelligence has come to an end. Brain scientists and geneticists are documenting the incredible differentiation of human capacities, computer programmers are creating systems that are intelligent in different ways, and educators are freshly acknowledging that their students have distinctive strengths and weaknesses.

Task complete. Shut it down." Unable to comply, the computer responded. "I finished." Inaccurate statement. Previous command stipulated all listed reports and evaluations must be complete before system rest. This command by Dallas, Lieutenant Eve, priority basis, can only be countermanded at her order by fire, terrorist attack, alien invasion or an open and active case requiring her attention ... Jesus, had she really programmed that? "I changed my mind." Previous command specifies changes of mind, fatigue, boredom, and other lame excuses not acceptable for countermand ... "Bite me," Eve muttered.

Computer mistake in grade-giving resulted in academic failure of several brilliant students. After some years the mistake was discovered. Letter was sent to each student inviting him to resume his studies. Each replied he was getting along very well without education.

Babbage had most of this system sketched out by 1837, but the first true computer to use this programmable architecture didn’t appear for more than a hundred years.

We all need a technological detox; we need to throw away our phones and computers instead of using them as our pseudo-defence system for anything that comes our way. We need to be bored and not have anything to use to shield the boredom away from us. We need to be lonely and see what it is we really feel when we are. If we continue to distract ourselves so we never have to face the realities in front of us, when the time comes and you are faced with something bigger than what your phone, food, or friends can fix, you will be in big trouble.

And you have a magic phone." "This *phone* can't be sold in some countries because the computer inside it is powerful enough to operate a missile-guidance system, and I can use it to access my desktop through a spoof IP I set up in the dark net." "Okay, okay," said Jason. "All hail the mighty phone." "Thank you," said Theo. "The phone accepts cash gifts by way of apology.

Cyberspace. A consensual hallucination experienced daily by billions of legitimate operators, in every nation, by children being taught mathematical concepts . . . A graphic representation of data abstracted from the banks of every computer in the human system.

History cannot be explained deterministically and it cannot be predicted because it is chaotic. So many forces are at work and their interactions are so complex that extremely small variations in the strength of the forces and the way they interact produce huge differences in outcomes. Not only that, but history is what is called a ‘level two’ chaotic system. Chaotic systems come in two shapes. Level one chaos is chaos that does not react to predictions about it. The weather, for example, is a level one chaotic system. Though it is influenced by myriad factors, we can build computer models that take more and more of them into consideration, and produce better and better weather forecasts. Level two chaos is chaos that reacts to predictions about it, and therefore can never be predicted accurately. Markets, for example, are a level two chaotic system. What will happen if we develop a computer program that forecasts with 100 per cent accuracy the price of oil tomorrow? The price of oil will immediately react to the forecast, which would consequently fail to materialise. If the current price of oil is $90 a barrel, and the infallible computer program predicts that tomorrow it will be $100, traders will rush to buy oil so that they can profit from the predicted price rise. As a result, the price will shoot up to $100 a barrel today rather than tomorrow. Then what will happen tomorrow? Nobody knows.

How Smart Is a Rock? To appreciate the feasibility of computing with no energy and no heat, consider the computation that takes place in an ordinary rock. Although it may appear that nothing much is going on inside a rock, the approximately 1025 (ten trillion trillion) atoms in a kilogram of matter are actually extremely active. Despite the apparent solidity of the object, the atoms are all in motion, sharing electrons back and forth, changing particle spins, and generating rapidly moving electromagnetic fields. All of this activity represents computation, even if not very meaningfully organized. We’ve already shown that atoms can store information at a density of greater than one bit per atom, such as in computing systems built from nuclear magnetic-resonance devices. University of Oklahoma researchers stored 1,024 bits in the magnetic interactions of the protons of a single molecule containing nineteen hydrogen atoms.51 Thus, the state of the rock at any one moment represents at least 1027 bits of memory.

There are no inherent barriers to our being able to reverse engineer the operating principles of human intelligence and replicate these capabilities in the more powerful computational substrates that will become available in the decades ahead. The human brain is a complex hierarchy of complex systems, but it does not represent a level of complexity beyond what we are already capable of handling.

We could just as reasonably base our number system on eight (if we were cartoon characters) or four (if we were lobsters) or even two (if we were dolphins).

You don't even need a computer plugged into the back of your head to be hopelessly dependent on the system.

Practice silence and you will acquire silent knowledge. In this silent knowledge is a computing system that is far more precise and far more accurate and far more powerful than anything that is contained in the boundaries of rational thought.

Eyes often have an implicit censorious power.22 Post a large picture of a pair of eyes at a bus stop (versus a picture of flowers), and people become more likely to clean up litter. Post a picture of eyes in a workplace coffee room, and the money paid on the honor system triples. Show a pair of eyes on a computer screen and people become more generous in online economic games.

It's impossible that James Joyce could have mentioned "talk-tapes" in his writing, Asher thought. Someday I'm going to get my article published; I'm going to prove that Finnegan's Wake is an information pool based on computer memory systems that didn't exist until a century after James Joyce's era; that Joyce was plugged into a cosmic consciousness from which he derived the inspiration for his entire corpus of work. I'll be famous forever.

Humanity was heaved back to the paper age in half a second. Life-support systems spat out bolts of energy and died. Precious manuscripts were lost. Banks collapsed as all financial records for the past fifty years were completely wiped out. Planes fell from the sky, the Graum II space station drifted off into space, and defense satellites that were not supposed to exist stopped existing. People took to the streets, shouting into their dead cell phones as if volume could reactivate them. Looting spread across countries like a computer virus while actual computer viruses died with their hosts, and credit cards became mere rectangles of plastic. Parliaments were stormed worldwide as citizens blamed their governments for this series of inexplicable catastrophes. Gouts of fire and foul blurts of actual brimstone emerged from cracks in the earth. These were mostly from ruptured pipes, but people took up a cry of Armageddon. Chaos reigned, and the survivalists eagerly unwrapped the kidskin from their crossbows.

right nostril is a gas pedal. When you’re inhaling primarily through this channel, circulation speeds up, your body gets hotter, and cortisol levels, blood pressure, and heart rate all increase. This happens because breathing through the right side of the nose activates the sympathetic nervous system, the “fight or flight” mechanism that puts the body in a more elevated state of alertness and readiness. Breathing through the right nostril will also feed more blood to the opposite hemisphere of the brain, specifically to the prefrontal cortex, which has been associated with logical decisions, language, and computing. Inhaling through the left nostril has the opposite effect: it works as a kind of brake system to the right nostril’s accelerator. The left nostril is more deeply connected to the parasympathetic nervous system, the rest-and-relax side that lowers blood pressure, cools the body, and reduces anxiety. Left-nostril breathing shifts blood flow to the opposite side of the prefrontal cortex, to the area that influences creative thought and plays a role in the formation of mental abstractions and the production of negative emotions.

Whether it was Disney or the Navy, management guys always behaved the same. They never understood the technical issues; and they thought that screaming was the way to make things happen. And maybe it was, if you were shouting at your secretaries to get you a limousine. But screaming didn’t make any difference at all to the problems that Arnold now faced. The computer didn’t care if it was screamed at. The power network didn’t care if it was screamed at. Technical systems were completely indifferent to all this explosive human emotion. If anything, screaming was counterproductive, because Arnold now faced the virtual certainty that Nedry wasn’t coming back, which meant that Arnold himself had to go into the computer code and try and figure out what had gone wrong. It was going to be a painstaking job; he’d need to be calm and careful.

We conquer the Independence Day aliens by having a Macintosh laptop computer upload a software virus to the mothership (which happens to be one-fifth the mass of the Moon), thus disarming its protective force field. I don’t know about you, but back in 1996 I had trouble just uploading files to other computers within my own department, especially when the operating systems were different. There is only one solution: the entire defense system for the alien mothership must have been powered by the same release of Apple Computer’s system software as the laptop computer that delivered the virus.

The Matrix has its roots in primitive arcade games,' said the voice-over, 'in early graphics programs and military experimentation with cranial jacks.' On the Sony, a two-dimensional space war faded behind a forest of mathematically generated ferns, demonstrating the spatial possibilities of logarithmic spirals; cold blue military footage burned through, lab animals wired into test systems, helmets feeding into fire control circuits of tanks and war planes. 'Cyberspace. A consensual hallucination experienced daily by billions of legitimate operators, in every nation, by children being taught mathematical concepts... A graphic representation of data abstracted from the banks of every computer in the human system. Unthinkable complexity. Lines of light ranged in the nonspace of the mind, clusters and constellations of data. Like city lights, receding...

I explained my opinion of the ship’s logic. “That is a strange designation,” said the ship. “While I have certain organic elements incorporated into my substructure and decentralized DNA computing components, I am not—in the strictest sense of the term—a biological organism. I have no digestive system. No need for elimination, other than the occasional waste gas and passenger effluvium. Therefore, I have no anus in either real or figurative terms. Therefore, I hardly believe I could qualify to be called an …” “Shut up,” I said.

we can stretch our personalities, but only up to a point. Our inborn temperaments influence us, regardless of the lives we lead. A sizable part of who we are is ordained by our genes, by our brains, by our nervous systems. And yet the elasticity that Schwartz found in some of the high-reactive teens also suggests the converse: we have free will and can use it to shape our personalities. These seem like contradictory principles, but they are not. Free will can take us far, suggests Dr. Schwartz’s research, but it cannot carry us infinitely beyond our genetic limits. Bill Gates is never going to be Bill Clinton, no matter how he polishes his social skills, and Bill Clinton can never be Bill Gates, no matter how much time he spends alone with a computer. We might call this the “rubber band theory” of personality. We are like rubber bands at rest. We are elastic and can stretch ourselves, but only so much.

Have you ever wondered why the keys on a typewriter are arranged in that particular order?” “No, I haven’t.” “We call it the QWERTY keyboard, because that’s the order of the letters on the first row of keys. I once wondered why it was like that, and I found the answer. The first machine was invented by Christopher Sholes, in 1873, to improve on calligraphy, but there was a problem: If a person typed very fast, the keys got stuck together and stopped the machine from working. Then Sholes designed the QWERTY keyboard, a keyboard that would oblige typists to type more slowly. ” “I don’t believe it.” “But it’s true. It so happened that Remington—which made sewing machines as well as guns at the time—used the QWERTY keyboard for its first typewriters. That meant that more people were forced to learn that particular system, and more companies started to make those keyboards, until it became the only available model. To repeat: The keyboard on typewriters and computers was designed so that people would type more slowly, not more quickly, do you understand? If you changed the letters around, you wouldn’t find anyone to buy your product.” When she saw a keyboard for the first time, Mari had wondered why the letters weren’t in alphabetical order, but she had then promptly forgotten about it. She assumed it was simply the best layout for people to type quickly.

Second by second, the Queng Ho counted from the instant that a human had first set foot on Old Earth's moon. But if you looked at it still more closely ... the starting instant was actually about fifteen million seconds later, the 0-second of one of Humankind's first computer operating systems.

The Air Force’s demand for self-contained, inertial guidance systems played a leading role in the miniaturization of computers and the development of integrated circuits, the building blocks of the modern electronics industry.

Theory is relevant to you because it shows you a new, simpler, and more elegant side of computers, which we normally consider to be complicated machines. The best computer designs and applications are conceived with elegance in mind. A theoretical course can heighten your aesthetic sense and help you build more beautiful systems.

Words are the oldest information storage and retrieval system ever devised. Words are probably older than the cave paintings in France, words have been here for tens of thousands of years longer than film, moving pictures, video, and digital video, and words will likely be here after those media too. When the electromagnetic pulse comes in the wake of the nuclear blast? Those computers and digital video cameras and videotape recorders that are not melted outright will be plastic and metal husks used to prop open doors. Not so with the utterances of tongues. Words will remain, and the highly complicated and idiosyncratic accounts assembled from them will provide us with the dark news about the blast. The written word will remain, scribbled on collapsed highway overpasses, as a testament to love and rage, as evidence of the wanderers in the ruin.

Finally, at every opportunity you have to move someone—from traditional sales, like convincing a prospect to buy a new computer system, to non-sales selling, like persuading your daughter to do her homework—be sure you can answer the two questions at the core of genuine service. If the person you’re selling to agrees to buy, will his or her life improve? When your interaction is over, will the world be a better place than when you began? If the answer to either of these questions is no, you’re doing something wrong.

When we talk mathematics, we may be discussing a secondary language, built on the primary language truly used by the central nervous system. Thus the outward forms of our mathematics are not absolutely relevant from the point of view of evaluating what the mathematical or logical language truly used by the central nervous system is. However, the above remarks about reliability and logical and arithmetical depth prove that whatever the system is, it cannot fail to differ considerably from what we consciously and explicitly consider as mathematics.

Centuries of navel-gazing. Millennia of masturbation. Plato to Descartes to Dawkins to Rhanda. Souls and zombie agents and qualia. Kolmogorov complexity. Consciousness as Divine Spark. Consciousness as electromagnetic field. Consciousness as functional cluster. I explored it all. Wegner thought it was an executive summary. Penrose heard it in the singing of caged electrons. Nirretranders said it was a fraud; Kazim called it leakage from a parallel universe. Metzinger wouldn't even admit it existed. The AIs claimed to have worked it out, then announced they couldn't explain it to us. Gödel was right after all: no system can fully understand itself. Not even the synthesists had been able to rotate it down. The load-bearing beams just couldn't take the strain. All of them, I began to realize, had missed the point. All those theories, all those drugdreams and experiments and models trying to prove what consciousness was: none to explain what it was good for. None needed: obviously, consciousness makes us what we are. It lets us see the beauty and the ugliness. It elevates us into the exalted realm of the spiritual. Oh, a few outsiders—Dawkins, Keogh, the occasional writer of hackwork fiction who barely achieved obscurity—wondered briefly at the why of it: why not soft computers, and no more? Why should nonsentient systems be inherently inferior? But they never really raised their voices above the crowd. The value of what we are was too trivially self-evident to ever call into serious question. Yet the questions persisted, in the minds of the laureates, in the angst of every horny fifteen-year-old on the planet. Am I nothing but sparking chemistry? Am I a magnet in the ether? I am more than my eyes, my ears, my tongue; I am the little thing behind those things, the thing looking out from inside. But who looks out from its eyes? What does it reduce to? Who am I? Who am I? Who am I? What a stupid fucking question. I could have answered it in a second, if Sarasti hadn't forced me to understand it first.

This thing called Contrmporary America--and its obsession with televisions, game systems, and computers_has gone a littlr far if you ask me. Some call it the Information Age, but I'd tend to say it's more the Sitting-on-one's-butt-and-letting-other-people-do-the-thinking-for-you Age.

But in any case, understanding is one of the higher functions of the human mind and brain, and a unique one. Many other physical systems, such as animals’ brains, computers and other machines, can assimilate facts and act upon them. But at present we know of nothing that is capable of understanding an explanation – or of wanting one in the first place – other than a human mind.

I felt that it was unfair that my lack of a few pounds of flesh should deprive me of a chance at a good job but I had long ago emotionally rejected the world in which I lived and my reaction was: Well, this is the system by which people want the world to run whether it helps them or not. To me, my losing was only another manifestation of that queer, material way of American living that computed everything in terms of the concrete: weight, color, race, fur coats, radios, electric refrigerators, cars, money ... It seemed that I simply could not fit into a materialistic life.

Cyberspace. A consensual hallucination experienced daily by billions of legitimate operators, in every nation, by children being taught mathematical concepts . . . A graphic representation of data abstracted from the banks of every computer in the human system. Unthinkable complexity. Lines of light ranged in the nonspace of the mind, clusters and constellations of data. Like city lights, receding. . . .

On the other hand it is possible that human control over the machines may be retained. In that case the average man may have control over certain private machines of his own, such as his car of his personal computer, but control over large systems of machines will be in the hands of a tiny elite -- just as it is today, but with two difference. Due to improved techniques the elite will have greater control over the masses; and because human work will no longer be necessary the masses will be superfluous, a useless burden on the system. If the elite is ruthless the may simply decide to exterminate the mass of humanity. If they are humane they may use propaganda or other psychological or biological techniques to reduce the birth rate until the mass of humanity becomes extinct, leaving the world to the elite. Or, if the elite consist of soft-hearted liberals, they may decide to play the role of good shepherds to the rest of the human race. They will see to it that everyone's physical needs are satisfied, that all children are raised under psychologically hygienic conditions, that everyone has a wholesome hobby to keep him busy, and that anyone who may become dissatisfied undergoes "treatment" to cure his "problem." Of course, life will be so purposeless that people will have to be biologically or psychologically engineered either to remove their need for the power process or to make them "sublimate" their drive for power into some harmless hobby. These engineered human beings may be happy in such a society, but they most certainly will not be free. They will have been reduced to the status of domestic animals.

Death went on, If I'd sent you, with your taste for expeditious methods, the matter would have been resolved, but times have changed a lot lately, and one has to update the means and the systems one uses, to keep up with the new technologies, by using e-mail, for example, I've heard tell that it's the most hygienic way, one that does away with inkblots and fingerprints, besides which it's fast, you just open up outlook express on microsoft and it's gone, the difficulty would be having to work with two separate archives, one for those who use computers and another for those who don't, anyway, we've got plenty of time to think about it, they're always coming out with new models and new designs, with new improved technologies, perhaps I'll try it some day, but until then, I'll continue to write with pen, paper and ink, it has the charm of tradition, and tradition counts for a lot when it comes to dying.

Darwin’s “strange inversion of reasoning” and Turing’s equally revolutionary inversion were aspects of a single discovery: competence without comprehension. Comprehension, far from being a Godlike talent from which all design must flow, is an emergent effect of systems of uncomprehending competence: natural selection on the one hand, and mindless computation on the other. These twin ideas have been proven beyond a reasonable doubt, but they still provoke dismay and disbelief in some quarters, which I have tried to dispel in this chapter. Creationists are not going to find commented code in the inner workings of organisms, and Cartesians are not going to find an immaterial res cogitans “where all the understanding happens".

Cyberspace. A consensual hallucination experienced daily by billions of legitimate operators, in every nation, by children being taught mathematical concepts . . . A graphic representation of data abstracted from the banks of every computer in the human system. Unthinkable complexity. Lines of light ranged in the nonspace of the mind, clusters and constellations of data. Like city lights, receding. . 

What meaning our lives may seem to have is the work of a relatively well-constituted emotional system. As consciousness gives us the sense of being persons, our psychophysiology is responsible for making us into personalities who believe the existential game to be worth playing. We may have memories that are unlike those of anyone else, but without the proper emotions to liven those memories they might as well reside in a computer file as disconnected bits of data that never unite into a tailor-made individual for whom things seem to mean something. You can conceptualize that your life has meaning, but if you do not feel that meaning then your conceptualization is meaningless and you are nobody. The only matters of weight in our lives are colored by rainbows or auroras of regulated emotion which give one a sense of that “old self.” But a major depression causes your emotions to evaporate, reducing you to a shell of a person standing alone in a drab landscape. Emotions are the substrate for the illusion of being a somebody among somebodies as well as for the substance we see, or think we see, in the world. Not knowing this ground-level truth of human existence is the equivalent of knowing nothing at all.

In the days when money was backed by its face value in silver or gold, there were limits to how much wealth could flow around the world. Today, it's virtual money that the bank lends into existence on a computer screen. "And unless the economy continually expands, there is no new flow of money to pay back that money, plus interest." . . . "As it stands now, if banks start loaning money more slowly than they collect debts, the quantity of money in the economy goes down, and it's impossible to pay back debts. So we get defaults on houses . . . our economy plunges into misery and unemployment. Under our current monetary system, the only alternative to that is endless growth. So one absolute thing we have to change is the whole nature of the monetary system. . . . we deny banks the right to create money." . . . There's a challenge with that solution, he admits. "You're trying to take the right to create wealth away from some of the wealthiest people on the planet.

What meaning our lives seem to have is the work of a relatively well-constituted emotional system. As consciousness gives us the sense of being persons, our psychophysiology is responsible for making us into personalities who believe the existential game to be worth playing. We may have memories that are unlike those of anyone else, but without the proper emotions to liven those memories they might as well reside in a computer file as disconnected bits of data that never unite into a tailor-made individual for whom things seem to mean something. You can conceptualize that your life has meaning, but if you do not feel that meaning then your conceptualization is meaningless and you are nobody.

All right,” he said. “Since you asked, Webmind is an emergent quantum-computational system based on a stable null-sigma condensate that resists decoherence thanks to constructive feedback loops.” He turned to the blackboard, scooped up a piece of chalk, and began writing rapidly. “See,” he said, “using Dirac notation, if we let Webmind’s default conscious state be represented by a bra of phi and a ket of psi, then this would be the einselected basis.” His chalk flew across the board again. “Now, we can get the vector basis of the total combined Webmind alpha-state consciousness...

Most organised abuser groups call each particular training a “programme”, as if you were a computer. Many specific trained behaviours have “on” and “off” triggers or switches. Some personality systems are set up with an inner world full of wires or strings that connect switches to their effects. These can facilitate a series of actions by a series of insiders. For example, one part watches the person function in the outside world, and presses a button if he or she sees the person disobeying instructions. The button is connected to an internal wire, which rings a bell in the ear of another part. This part then engages in his or her trained behaviour, opening a door to release the pain of a rape, or cutting the person's arm in a certain pattern, or pushing out a child part. So the watcher has no idea of who the other part is or what she or he does. These events can be quite complicated.

The right nostril is a gas pedal. When you’re inhaling primarily through this channel, circulation speeds up, your body gets hotter, and cortisol levels, blood pressure, and heart rate all increase. This happens because breathing through the right side of the nose activates the sympathetic nervous system, the “fight or flight” mechanism that puts the body in a more elevated state of alertness and readiness. Breathing through the right nostril will also feed more blood to the opposite hemisphere of the brain, specifically to the prefrontal cortex, which has been associated with logical decisions, language, and computing. Inhaling through the left nostril has the opposite effect: it works as a kind of brake system to the right nostril’s accelerator. The left nostril is more deeply connected to the parasympathetic nervous system, the rest-and-relax side that lowers blood pressure, cools the body, and reduces anxiety. Left-nostril breathing shifts blood flow to the opposite side of the prefrontal cortex, to the area that influences creative thought and plays a role in the formation of mental abstractions and the production of negative emotions.

The math-powered applications powering the data economy were based on choices made by fallible human beings. Some of these choices were no doubt made with the best intentions. Nevertheless, many of these models encoded human prejudice, misunderstanding, and bias into the software systems that increasingly managed our lives. Like gods, these mathematical models were opaque, their workings invisible to all but the highest priests in their domain: mathematicians and computer scientists. Their verdicts, even when wrong or harmful, were beyond dispute or appeal. And they tended to punish the poor and the oppressed in our society, while making the rich richer.

Harper’s brow furrowed. “Why are you even asking me questions? I know you did your research on me.” “I did,” he admitted unrepentantly. “I learned a lot about you. For instance, I learned that you’re responsible for the breakdown of an ex-boyfriend’s bank account—” “Allegedly.” “—that you hacked a human police database and messed up their filing system when your friend was unjustly arrested—” “Hearsay.” “—that you beat up a male demon who hurt your cousin—” “I have an alibi for that.” “—and that you infected an old teacher’s computer with a virus that caused clips of gay porn to pop up on his screen every thirty seconds.” “Closet gays do the strangest things when the pressure gets too much.

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.

Most of Csongor's time in T'Rain had been spent blundering about in a state of hapless newbie confusion. Only his long experience as a system administrator, struggling with Byzantine software installations, had prevented hum from plummeting into despair and simply giving up. Not that any of the sysadmin's knowledge and skills were applicable here. The psychological stance was the thing: the implicit faith, a little naive and a little cocky, that by banging his head against the problem for long enough he'd be able to break through in the end.

As a result, we receive panicked calls from police chiefs, government ministers, members of the aristocracy, military officers, councillors, intelligence agents, churchmen, surgeons, diplomats, hospital administrators, etc. We also have people placed in key organizations who keep us abreast of significant developments. Still, despite all these connections, we maintain our secrecy. Our name does not appear on any piece of paper outside of our organization. In fact, very few on the outside know that we exist. People are given a phone number to call, and information comes to us through twisty channels. Our computer network is not connected to any external system. If you try to track us down, you will not find us, but we will find you.

In 1948, while working for Bell Telephone Laboratories, he published a paper in the Bell System Technical Journal entitled "A Mathematical Theory of Communication" that not only introduced the word bit in print but established a field of study today known as information theory. Information theory is concerned with transmitting digital information in the presence of noise (which usually prevents all the information from getting through) and how to compensate for that. In 1949, he wrote the first article about programming a computer to play chess, and in 1952 he designed a mechanical mouse controlled by relays that could learn its way around a maze. Shannon was also well known at Bell Labs for riding a unicycle and juggling simultaneously.

The musician Bono, who later became a friend of Jobs, often discussed with him why those immersed in the rock-drugs-rebel counterculture of the Bay Area ended up helping to create the personal computer industry. “The people who invented the twenty-first century were pot-smoking, sandal-wearing hippies from the West Coast like Steve, because they saw differently,” he said. “The hierarchical systems of the East Coast, England, Germany, and Japan do not encourage this different thinking. The sixties produced an anarchic mind-set that is great for imagining a world not yet in existence.

The DQN AI system of Google DeepMind can accomplish a slightly broader range of goals: it can play dozens of different vintage Atari computer games at human level or better. In contrast, human intelligence is thus far uniquely broad, able to master a dazzling panoply of skills. A healthy child given enough training time can get fairly good not only at any game, but also at any language, sport or vocation. Comparing the intelligence of humans and machines today, we humans win hands-down on breadth, while machines outperform us in a small but growing number of narrow domains, as illustrated in figure 2.1. The holy grail AI research is to build “general AI” (better known as artificial general intelligence, AGI) that is maximally broad: able to accomplish virtually any goal, including learning.

But to what extent has computer technology been an advantage to the masses of people? To steelworkers, vegetable-store owners, teachers, garage mechanics, musicians, bricklayers, dentists, and most of the rest into whose lives the computer now intrudes? Their private matters have been made more accessible to powerful institutions. They are more easily tracked and controlled; are subjected to more examinations; are increasingly mystified by the decisions made about them; are often reduced to mere numerical objects. They are inundated by junk mail. They are easy targets for advertising agencies and political organizations. The schools teach their children to operate computerized systems instead of teaching things that are more valuable to children. In a word, almost nothing that they need happens to the losers. Which is why they are losers.

But the ugly truth is that a huge number of weapons made or sold in the United States go to Mexican cartels. This is an irrefutable fact. Mexico itself has almost no gun stores and weapons factories and gives away few licenses. Almost all weapons in the hands of cartel armies are illegal. In 2008, Mexico submitted the serial numbers from close to six thousand guns they had seized from gangsters to the U.S. Bureau of Alcohol, Tobacco, and Firearms. About 90 percent, or 5,114 of the weapons, were traced to American gun sellers. The ATF and Obama administration acknowledged America’s responsibility in this tragedy. But the gun lobby still refused to concede the point. What about tens of thousands of other seized weapons in Mexico that hadn’t been traced? gun activists said. The Mexican government, they alleged, was only tracing guns that looked as if they had come from America to sway the debate. So to make it easier to trace weapons seized in Mexico, the ATF introduced a new computer system. Between 2009 and April 2010, this traced another 63,700 firearms to U.S. gun stores.18 And those are only the ones they have captured. People can argue endlessly about the exact percentages, but the underlying fact is that tens of thousands of guns go from American stores to Mexican gangsters.

The School Now we come to the school. The responsibility of the school is to educate a child and at the same time, not to vanquish all the virtues that a child is born with. A child is born with virtues and a school should see that it protects their virtues, that innocence, the sense of belongingness, love, and trust which every child is born with. Often in the educational system, the school only caters as an information bureau, but not as a personality-building center. Most schools can produce great computers but only a few good human beings. We have brilliant students. They have information about the world. Just by one question they can answer all the information that is needed. But are they good human beings? Do they know how to behave well? Are they cultured, civilized, compassionate human beings? This is a question that every school and every teacher should ask.

From then on, my computer monitored my vital signs and kept track of exactly how many calories I burned during the course of each day. If I didn’t meet my daily exercise requirements, the system prevented me from logging into my OASIS account. This meant that I couldn’t go to work, continue my quest, or, in effect, live my life. Once the lockout was engaged, you couldn’t disable it for two months. And the software was bound to my OASIS account, so I couldn’t just buy a new computer or go rent a booth in some public OASIS café. If I wanted to log in, I had no choice but to exercise first. This proved to be the only motivation I needed. The lockout software also monitored my dietary intake. Each day I was allowed to select meals from a preset menu of healthy, low-calorie foods. The software would order the food for me online and it would be delivered to my door. Since I never left my apartment, it was easy for the program to keep track of everything I ate. If I ordered additional food on my own, it would increase the amount of exercise I had to do each day, to offset my additional calorie intake. This was some sadistic software. But it worked. The pounds began to melt off, and after a few months, I was in near-perfect health. For the first time in my life I had a flat stomach, and muscles. I also had twice the energy, and I got sick a lot less frequently. When the two months ended and I was finally given the option to disable the fitness lockout, I decided to keep it in place. Now, exercising was a part of my daily ritual.

Neurologically speaking, though, there are reasons we develop a confused sense of priorities when we’re in front of our computer screens. For one thing, email comes at unpredictable intervals, which, as B. F. Skinner famously showed with rats seeking pellets, is the most seductive and habit-forming reward pattern to the mammalian brain. (Think about it: would slot machines be half as thrilling if you knew when, and how often, you were going to get three cherries?) Jessie would later say as much to me when I asked her why she was “obsessed”—her word—with her email: “It’s like fishing. You just never know what you’re going to get.” More to the point, our nervous systems can become dysregulated when we sit in front of a screen. This, at least, is the theory of Linda Stone, formerly a researcher and senior executive at Microsoft Corporation. She notes that we often hold our breath or breathe shallowly when we’re working at our computers. She calls this phenomenon “email apnea” or “screen apnea.” “The result,” writes Stone in an email, “is a stress response. We become more agitated and impulsive than we’d ordinarily be.

Let us fool ourselves no longer. At the very moment Western nations, threw off the ancient regime of absolute government, operating under a once-divine king, they were restoring this same system in a far more effective form in their technology, reintroducing coercions of a military character no less strict in the organization of a factory than in that of the new drilled, uniformed, and regimented army. During the transitional stages of the last two centuries, the ultimate tendency of this system might b e in doubt, for in many areas there were strong democratic reactions; but with the knitting together of a scientific ideology, itself liberated from theological restrictions or humanistic purposes, authoritarian technics found an instrument at hand that h as now given it absolute command of physical energies of cosmic dimensions. The inventors of nuclear bombs, space rockets, and computers are the pyramid builders of our own age: psychologically inflated by a similar myth of unqualified power, boasting through their science of their increasing omnipotence, if not omniscience, moved by obsessions and compulsions no less irrational than those of earlier absolute systems: particularly the notion that the system itself must be expanded, at whatever eventual co st to life. Through mechanization, automation, cybernetic direction, this authoritarian technics has at last successfully overcome its most serious weakness: its original dependence upon resistant, sometimes actively disobedient servomechanisms, still human enough to harbor purposes that do not always coincide with those of the system. Like the earliest form of authoritarian technics, this new technology is marvellously dynamic and productive: its power in every form tends to increase without limits, in quantities that defy assimilation and defeat control, whether we are thinking of the output of scientific knowledge or of industrial assembly lines. To maximize energy, speed, or automation, without reference to the complex conditions that sustain organic life, have become ends in themselves. As with the earliest forms of authoritarian technics, the weight of effort, if one is to judge by national budgets, is toward absolute instruments of destruction, designed for absolutely irrational purposes whose chief by-product would be the mutilation or extermination of the human race. Even Ashurbanipal and Genghis Khan performed their gory operations under normal human limits. The center of authority in this new system is no longer a visible personality, an all-powerful king: even in totalitarian dictatorships the center now lies in the system itself, invisible but omnipresent: all its human components, even the technical and managerial elite, even the sacred priesthood of science, who alone have access to the secret knowledge by means of which total control is now swiftly being effected, are themselves trapped by the very perfection of the organization they have invented. Like the Pharoahs of the Pyramid Age, these servants of the system identify its goods with their own kind of well-being: as with the divine king, their praise of the system is an act of self-worship; and again like the king, they are in the grip of an irrational compulsion to extend their means of control and expand the scope of their authority. In this new systems-centered collective, this Pentagon of power, there is no visible presence who issues commands: unlike job's God, the new deities cannot be confronted, still less defied. Under the pretext of saving labor, the ultimate end of this technics is to displace life, or rather, to transfer the attributes of life to the machine and the mechanical collective, allowing only so much of the organism to remain as may be controlled and manipulated.

It was the task of industrial society to destroy all of that. All that "community" implies -- self-sufficiency, mutual aid, morality in the marketplace, stubborn tradition, regulation by custom, organic knowledge instead of mechanistic science -- had to be steadily and systematically disrupted and displaced. All of the practices that kept the individual from being a consumer had to be done away with so that the cogs and wheels of an unfettered machine called "the economy" could operate without interference, influenced merely by invisible hands and inevitable balances and all the rest of that benevolent free-market system guided by what Cobbett called, his lip curled toward Hume and James Steuart and Adam Smith, "Scotch Feelosophy.

I HAD TO GO to America for a while to give some talks. Going to America always does me good. It’s where I’m from, after all. There’s baseball on the TV, people are friendly and upbeat, they don’t obsess about the weather except when there is weather worth obsessing about, you can have all the ice cubes you want. Above all, visiting America gives me perspective. Consider two small experiences I had upon arriving at a hotel in downtown Austin, Texas. When I checked in, the clerk needed to record my details, naturally enough, and asked for my home address. Our house doesn’t have a street number, just a name, and I have found in the past that that is more deviance than an American computer can sometimes cope with, so I gave our London address. The girl typed in the building number and street name, then said: “City?” I replied: “London.” “Can you spell that please?” I looked at her and saw that she wasn’t joking. “L-O-N-D-O-N,” I said. “Country?” “England.” “Can you spell that?” I spelled England. She typed for a moment and said: “The computer won’t accept England. Is that a real country?” I assured her it was. “Try Britain,” I suggested. I spelled that, too—twice (we got the wrong number of T’s the first time)—and the computer wouldn’t take that either. So I suggested Great Britain, United Kingdom, UK, and GB, but those were all rejected, too. I couldn’t think of anything else to suggest. “It’ll take France,” the girl said after a minute. “I beg your pardon?” “You can have ‘London, France.’ ” “Seriously?” She nodded. “Well, why not?” So she typed “London, France,” and the system was happy. I finished the check-in process and went with my bag and plastic room key to a bank of elevators a few paces away. When the elevator arrived, a young woman was in it already, which I thought a little strange because the elevator had come from one of the upper floors and now we were going back up there again. About five seconds into the ascent, she said to me in a suddenly alert tone: “Excuse me, was that the lobby back there?” “That big room with a check-in desk and revolving doors to the street? Why, yes, it was.” “Shoot,” she said and looked chagrined. Now I am not for a moment suggesting that these incidents typify Austin, Texas, or America generally or anything like that. But it did get me to thinking that our problems are more serious than I had supposed. When functioning adults can’t identify London, England, or a hotel lobby, I think it is time to be concerned. This is clearly a global problem and it’s spreading. I am not at all sure how we should tackle such a crisis, but on the basis of what we know so far, I would suggest, as a start, quarantining Texas.

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.

The world has been changing even faster as people, devices and information are increasingly connected to each other. Computational power is growing and quantum computing is quickly being realised. This will revolutionise artificial intelligence with exponentially faster speeds. It will advance encryption. Quantum computers will change everything, even human biology. There is already one technique to edit DNA precisely, called CRISPR. The basis of this genome-editing technology is a bacterial defence system. It can accurately target and edit stretches of genetic code. The best intention of genetic manipulation is that modifying genes would allow scientists to treat genetic causes of disease by correcting gene mutations. There are, however, less noble possibilities for manipulating DNA. How far we can go with genetic engineering will become an increasingly urgent question. We can’t see the possibilities of curing motor neurone diseases—like my ALS—without also glimpsing its dangers. Intelligence is characterised as the ability to adapt to change. Human intelligence is the result of generations of natural selection of those with the ability to adapt to changed circumstances. We must not fear change. We need to make it work to our advantage. We all have a role to play in making sure that we, and the next generation, have not just the opportunity but the determination to engage fully with the study of science at an early level, so that we can go on to fulfil our potential and create a better world for the whole human race. We need to take learning beyond a theoretical discussion of how AI should be and to make sure we plan for how it can be. We all have the potential to push the boundaries of what is accepted, or expected, and to think big. We stand on the threshold of a brave new world. It is an exciting, if precarious, place to be, and we are the pioneers. When we invented fire, we messed up repeatedly, then invented the fire extinguisher. With more powerful technologies such as nuclear weapons, synthetic biology and strong artificial intelligence, we should instead plan ahead and aim to get things right the first time, because it may be the only chance we will get. Our future is a race between the growing power of our technology and the wisdom with which we use it. Let’s make sure that wisdom wins.

Pham Nuwen spent years learning to program/explore. Programming went back to the beginning of time. It was a little like the midden out back of his father’s castle. Where the creek had worn that away, ten meters down, there were the crumpled hulks of machines—flying machines, the peasants said—from the great days of Canberra’s original colonial era. But the castle midden was clean and fresh compared to what lay within the Reprise’s local net. There were programs here that had been written five thousand years ago, before Humankind ever left Earth. The wonder of it—the horror of it, Sura said—was that unlike the useless wrecks of Canberra’s past, these programs still worked! And via a million million circuitous threads of inheritance, many of the oldest programs still ran in the bowels of the Qeng Ho system. Take the Traders’ method of timekeeping. The frame corrections were incredibly complex—and down at the very bottom of it was a little program that ran a counter. Second by second, the Qeng Ho counted from the instant that a human had first set foot on Old Earth’s moon. But if you looked at it still more closely. . .the starting instant was actually some hundred million seconds later, the 0-second of one of Humankind’s first computer operating systems. So behind all the top-level interfaces was layer under layer of support. Some of that software had been designed for wildly different situations. Every so often, the inconsistencies caused fatal accidents. Despite the romance of spaceflight, the most common accidents were simply caused by ancient, misused programs finally getting their revenge. “We should rewrite it all,” said Pham. “It’s been done,” said Sura, not looking up. She was preparing to go off-Watch, and had spent the last four days trying to root a problem out of the coldsleep automation. “It’s been tried,” corrected Bret, just back from the freezers. “But even the top levels of fleet system code are enormous. You and a thousand of your friends would have to work for a century or so to reproduce it.” Trinli grinned evilly. “And guess what—even if you did, by the time you finished, you’d have your own set of inconsistencies. And you still wouldn’t be consistent with all the applications that might be needed now and then.” Sura gave up on her debugging for the moment. “The word for all this is ‘mature programming environment.’ Basically, when hardware performance has been pushed to its final limit, and programmers have had several centuries to code, you reach a point where there is far more signicant code than can be rationalized. The best you can do is understand the overall layering, and know how to search for the oddball tool that may come in handy—take the situation I have here.” She waved at the dependency chart she had been working on. “We are low on working fluid for the coffins. Like a million other things, there was none for sale on dear old Canberra. Well, the obvious thing is to move the coffins near the aft hull, and cool by direct radiation. We don’t have the proper equipment to support this—so lately, I’ve been doing my share of archeology. It seems that five hundred years ago, a similar thing happened after an in-system war at Torma. They hacked together a temperature maintenance package that is precisely what we need.” “Almost precisely.

So which theory did Lagos believe in? The relativist or the universalist?" "He did not seem to think there was much of a difference. In the end, they are both somewhat mystical. Lagos believed that both schools of thought had essentially arrived at the same place by different lines of reasoning." "But it seems to me there is a key difference," Hiro says. "The universalists think that we are determined by the prepatterned structure of our brains -- the pathways in the cortex. The relativists don't believe that we have any limits." "Lagos modified the strict Chomskyan theory by supposing that learning a language is like blowing code into PROMs -- an analogy that I cannot interpret." "The analogy is clear. PROMs are Programmable Read-Only Memory chips," Hiro says. "When they come from the factory, they have no content. Once and only once, you can place information into those chips and then freeze it -- the information, the software, becomes frozen into the chip -- it transmutes into hardware. After you have blown the code into the PROMs, you can read it out, but you can't write to them anymore. So Lagos was trying to say that the newborn human brain has no structure -- as the relativists would have it -- and that as the child learns a language, the developing brain structures itself accordingly, the language gets 'blown into the hardware and becomes a permanent part of the brain's deep structure -- as the universalists would have it." "Yes. This was his interpretation." "Okay. So when he talked about Enki being a real person with magical powers, what he meant was that Enki somehow understood the connection between language and the brain, knew how to manipulate it. The same way that a hacker, knowing the secrets of a computer system, can write code to control it -- digital namshubs?" "Lagos said that Enki had the ability to ascend into the universe of language and see it before his eyes. Much as humans go into the Metaverse. That gave him power to create nam-shubs. And nam-shubs had the power to alter the functioning of the brain and of the body." "Why isn't anyone doing this kind of thing nowadays? Why aren't there any namshubs in English?" "Not all languages are the same, as Steiner points out. Some languages are better at metaphor than others. Hebrew, Aramaic, Greek, and Chinese lend themselves to word play and have achieved a lasting grip on reality: Palestine had Qiryat Sefer, the 'City of the Letter,' and Syria had Byblos, the 'Town of the Book.' By contrast other civilizations seem 'speechless' or at least, as may have been the case in Egypt, not entirely cognizant of the creative and transformational powers of language. Lagos believed that Sumerian was an extraordinarily powerful language -- at least it was in Sumer five thousand years ago." "A language that lent itself to Enki's neurolinguistic hacking." "Early linguists, as well as the Kabbalists, believed in a fictional language called the tongue of Eden, the language of Adam. It enabled all men to understand each other, to communicate without misunderstanding. It was the language of the Logos, the moment when God created the world by speaking a word. In the tongue of Eden, naming a thing was the same as creating it. To quote Steiner again, 'Our speech interposes itself between apprehension and truth like a dusty pane or warped mirror. The tongue of Eden was like a flawless glass; a light of total understanding streamed through it. Thus Babel was a second Fall.' And Isaac the Blind, an early Kabbalist, said that, to quote Gershom Scholem's translation, 'The speech of men is connected with divine speech and all language whether heavenly or human derives from one source: the Divine Name.' The practical Kabbalists, the sorcerers, bore the title Ba'al Shem, meaning 'master of the divine name.'" "The machine language of the world," Hiro says.

Of course, I don’t remember any of this time. It is absolutely impossible to identify with the infant my parents photographed, indeed so impossible that it seems wrong to use the word “me” to describe what is lying on the changing table, for example, with unusually red skin, arms and legs spread, and a face distorted into a scream, the cause of which no one can remember, or on a sheepskin rug on the floor, wearing white pajamas, still red-faced, with large, dark eyes squinting slightly. Is this creature the same person as the one sitting here in Malmö writing? And will the forty-year-old creature who is sitting in Malmö writing this one overcast September day in a room filled with the drone of the traffic outside and the autumn wind howling through the old-fashioned ventilation system be the same as the gray, hunched geriatric who in forty years from now might be sitting dribbling and trembling in an old people’s home somewhere in the Swedish woods? Not to mention the corpse that at some point will be laid out on a bench in a morgue? Still known as Karl Ove. And isn’t it actually unbelievable that one simple name encompasses all of this? The fetus in the belly, the infant on the changing table, the forty-year-old in front of the computer, the old man in the chair, the corpse on the bench? Wouldn’t it be more natural to operate with several names since their identities and self-perceptions are so very different? Such that the fetus might be called Jens Ove, for example, and the infant Nils Ove, and the five- to ten-year-old Per Ove, the ten- to twelve-year-old Geir Ove, the twelve- to seventeen-year-old Kurt Ove, the seventeen- to twenty-three-year-old John Ove, the twenty-three- to thirty-two-year-old Tor Ove, the thirty-two- to forty-six-year-old Karl Ove — and so on and so forth? Then the first name would represent the distinctiveness of the age range, the middle name would represent continuity, and the last, family affiliation.

In 2003, a Dutch clinical psychologist named Christof van Nimwegen began a fascinating study of computer-aided learning that a BBC writer would later call “one of the most interesting examinations of current computer use and the potential downsides of our increasing reliance on screen-based interaction with information systems.”26 Van Nimwegen had two groups of volunteers work through a tricky logic puzzle on a computer. The puzzle involved transferring colored balls between two boxes in accordance with a set of rules governing which balls could be moved at which time. One of the groups used software that had been designed to be as helpful as possible. It offered on-screen assistance during the course of solving the puzzle, providing visual cues, for instance, to highlight permitted moves. The other group used a bare-bones program, which provided no hints or other guidance. In the early stages of solving the puzzle, the group using the helpful software made correct moves more quickly than the other group, as would be expected. But as the test proceeded, the proficiency of the members of the group using the bare-bones software increased more rapidly. In the end, those using the unhelpful program were able to solve the puzzle more quickly and with fewer wrong moves. They also reached fewer impasses—states in which no further moves were possible—than did the people using the helpful software. The findings indicated, as van Nimwegen reported, that those using the unhelpful software were better able to plan ahead and plot strategy, while those using the helpful software tended to rely on simple trial and error. Often, in fact, those with the helpful software were found “to aimlessly click around” as they tried to crack the puzzle.

Security is a big and serious deal, but it’s also largely a solved problem. That’s why the average person is quite willing to do their banking online and why nobody is afraid of entering their credit card number on Amazon. At 37signals, we’ve devised a simple security checklist all employees must follow: 1. All computers must use hard drive encryption, like the built-in FileVault feature in Apple’s OS X operating system. This ensures that a lost laptop is merely an inconvenience and an insurance claim, not a company-wide emergency and a scramble to change passwords and worry about what documents might be leaked. 2. Disable automatic login, require a password when waking from sleep, and set the computer to automatically lock after ten inactive minutes. 3. Turn on encryption for all sites you visit, especially critical services like Gmail. These days all sites use something called HTTPS or SSL. Look for the little lock icon in front of the Internet address. (We forced all 37signals products onto SSL a few years back to help with this.) 4. Make sure all smartphones and tablets use lock codes and can be wiped remotely. On the iPhone, you can do this through the “Find iPhone” application. This rule is easily forgotten as we tend to think of these tools as something for the home, but inevitably you’ll check your work email or log into Basecamp using your tablet. A smartphone or tablet needs to be treated with as much respect as your laptop. 5. Use a unique, generated, long-form password for each site you visit, kept by password-managing software, such as 1Password.§ We’re sorry to say, “secretmonkey” is not going to fool anyone. And even if you manage to remember UM6vDjwidQE9C28Z, it’s no good if it’s used on every site and one of them is hacked. (It happens all the time!) 6. Turn on two-factor authentication when using Gmail, so you can’t log in without having access to your cell phone for a login code (this means that someone who gets hold of your login and password also needs to get hold of your phone to login). And keep in mind: if your email security fails, all other online services will fail too, since an intruder can use the “password reset” from any other site to have a new password sent to the email account they now have access to. Creating security protocols and algorithms is the computer equivalent of rocket science, but taking advantage of them isn’t. Take the time to learn the basics and they’ll cease being scary voodoo that you can’t trust. These days, security for your devices is just simple good sense, like putting on your seat belt.

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.