Cover image for When things start to think
When things start to think
Gershenfeld, Neil A.
Personal Author:
First edition.
Publication Information:
New York : Henry Holt, 1999.
Physical Description:
xi, 225 pages ; 24 cm
General Note:
Includes index.
Format :


Call Number
Material Type
Home Location
Item Holds
QA76.9.C66 G465 1999 Adult Non-Fiction Central Closed Stacks

On Order



This is a book for people who want to know what the future is going to look like and for people who want to know how to create the future. Gershenfeld offers a glimpse at the brave new post-computerized world, where microchips work for us instead of against us. He argues that we waste the potential of the microchip when we confine it to a box on our desk: the real electronic revolution will come when computers have all but disappeared into the walls around us. Imagine a digital book that looks like a traditional book printed on paper and is pleasant to read in bed but has all the mutability of a screen display. How about a personal fabricator that can organize digitized atoms into anything you want, or a musical keyboard that can be woven into a denim jacket? Gershenfeld tells the story of his Things that Think group at MIT's Media Lab, the group of innovative scientists and researchers dedicated to integrating digital technology into the fabric of our lives.

Author Notes

Neil Gershenfeld leads the Physics and Media Group and co-directs the Things That Think research consortium at the MIT Media Laboratory. Before joining the MIT faculty he was a junior fellow of the Harvard Society of Fellows, received a Ph.D. from Cornell University, and was a staff member at Bell Labs.

Reviews 3

Booklist Review

To illustrate how trying to use computers has driven people to frustration, Gershenfeld recounts the case of a man so exasperated with his PC that he shot it three times. Proposing a less-violent but perhaps no-less-radical solution to the problem, Gershenfeld advocates re-designing computers so that they truly cater to our needs. As head of MIT's Media Lab, he has already made dramatic steps in effecting this revolutionary turnabout--designing computers that fit in shoes, jackets, or earrings, for example. He and his colleagues will soon give us a new generation of computers that almost disappear from view but which do more than ever before, tracking financial transactions instantaneously, mimicking the brain's powers of thought, and turning molecules into quantum calculators. Though primarily concerned with the technical challenges involved in creating these new devices, Gershenfeld does weigh the philosophical and political issues: What about privacy and autonomy? Will machines ever truly think or acquire consciousness? A book of compelling interest to anyone curious about where technology will take us in the next millennium. --Bryce Christensen

Publisher's Weekly Review

At MIT's Media Lab, the researchers and students already live in the future. Gershenfeld, director of the Physics and Media Group and co-director of the Things That Think consortium at the Media Lab, offers a user-friendly tour of that present future. There, "smart paper" is recycled by your printer and the coffee pot recognizes your cup and serves up your preference. Gershenfeld's sympathies are with those who feel they are the servants of computers rather than the other way around. His answer to a recent report of a man who shot his crashed PC (four times in the hard drive and once in the monitor) is to give computers the ability to sense and respond to their environments. At a recent fashion show, he reports, MIT grad students modeled jackets outfitted with very personal computers that are powered by natural movement and can play music, or change the appearance of the fabric from solid to pinstripe. So why do the rest of us have to settle for staring at the screens of our blind, dumb and deaf PCs? Gershenfeld makes a strong case that compartmentalization and secrecy in education, research and industry has brought us to an impasse that can be overcome only by creative chaos and openness. Especially for techno-phobes, Gershenfeld's easy style and light use of technical terms makes his book a fun and tantalizing glimpse into the world to come. Illustrations. (Jan.) (c) Copyright PWxyz, LLC. All rights reserved

Library Journal Review

Director of the Physics and Media Group and codirector of the Things That Think consortium, both at MIT's Media Lab, Gershenfeld has all sorts of provocative projects, including a book with electronic ink that can be reconfigured by microchip to display any book you want (see Inside Track, "Making Book(s)," LJ 5/15/98, p. 72). (c) Copyright 2010. Library Journals LLC, a wholly owned subsidiary of Media Source, Inc. No redistribution permitted.



Chapter One The Digital Evolution To a species that seeks to communicate, offering instantaneous global connectivity is like wiring the pleasure center of a rat's brain to a bar that the rat then presses over and over until it drops from exhaustion. I hit bottom when I found myself in Corsica, at the beach, in a pay phone booth, connecting my laptop with an acoustic modem coupler to take care of some perfectly mundane e-mail. That's when I threw away my pager that delivered e-mail to me as I traveled, disconnected my cell phone that let my laptop download e-mail anywhere, and began answering e-mail just once a day. These technologies were like the rat's pleasure bar, just capable enough to provide instant communication gratification, but not intelligent enough to help me manage that communication.     The Digital Revolution has promised a future of boundless opportunity accessed at the speed of light, of a globally wired world, of unlimited entertainment and education within everyone's reach. The digital reality is something less than that.     The World Wide Web touches the rather limited subset of human experience spent sitting alone staring at a screen. The way we browse the Web, clicking with a mouse, is like what a child does sitting in a shopping cart at a supermarket, pointing at things of interest, perpetually straining to reach treats that are just out of reach. Children at play present a much more compelling metaphor for interacting with information, using all of their senses to explore and create, in groups as well as alone. Anyone who was ever a child understands these skills, but computers don't.     The march of technical progress threatens to turn the simple pleasure of reading a nicely bound book, or writing with a fountain pen, into an antitechnical act of defiance. To keep up, your book should be on a CD-ROM, and your writing should be done with a stylus on a computer's input tablet. But the reality is that books or fountain pens really do perform their intended jobs better than their digital descendants.     This doesn't mean we should throw out our computers; it means we should expect much more from them. As radical as it may sound, it actually is increasingly possible to ask that new technology work as well as what it presumes to replace. We've only recently been able to explain why the printing on a sheet of paper looks so much better than the same text on a computer screen, and are just beginning to glimpse how we can use electronic inks to turn paper itself into a display so that the contents of a book can change.     Unless this challenge is taken seriously, the connected digital world will remain full of barriers. A computer with a keyboard and mouse can be used by only one person at a time, helping you communicate with someone on the other side of the world but not with someone in the same room. Inexpensive computers still cost as much as a used car, and are much more difficult to understand how to operate, dividing society into an information-rich upper class and an information-poor underclass. A compact disc player faithfully reproduces the artistic creations of a very small group of people and turns everyone else into passive consumers. We live in a three-dimensional world, but displays and printers restrict information to two-dimensional surfaces. A desktop computer requires a desk, and a laptop computer requires a lap, forcing you to sit still. Either you can take a walk, or you can use a computer.     These problems can all be fixed by dismantling the real barrier, the one between digital information and our physical world. We're made out of atoms, and will continue to be for the foreseeable future. All of the bits in the world are of no use unless they can meet us out here on our terms. The very notion that computers can create a virtual reality requires an awkward linguistic construction to refer to "real," reality, what's left outside the computer. That's backward. Rather than replace our world, we should first look to machines to enhance it.     The Digital Revolution is an incomplete story. There is a disconnect between the breathless pronouncements of cyber gurus and the experience of ordinary people left perpetually upgrading hardware to meet the demands of new software, or wondering where their files have gone, or trying to understand why they can't connect to the network. The revolution so far has been for the computers, not the people.     Digital data of all kinds, whether an e-mail message or a movie, is encoded as a string of 0's and 1's because of a remarkable discovery by Claude Shannon and John von Neumann in the 1940s. Prior to their work, it was obvious that engineered systems degraded with time and use. A tape recording sounds worse after it is duplicated, a photocopy is less satisfactory than an original, a telephone call becomes more garbled the farther it has to travel. They showed that this is not so for a digital representation. Errors still occur in digital systems, but instead of continuously degrading the performance there is a threshold below which errors can be corrected with near certainty. This means that you can send a message to the next room, or to the next planet, and be confident that it will arrive in the form in which you sent it. In fact, our understanding of how to correct errors has improved so quickly over time that it has enabled deep-space probes to continue sending data at the same rate even though their signals have been growing steadily weaker.     The same digital error correction argument applies to manipulating and storing information. A computer can be made out of imperfect components yet faithfully execute a sequence of instructions for as long as is needed. Data can be saved to a medium that is sure to degrade, but be kept in perpetuity as long as it is periodically copied with error correction. Although no one knows how long a single CD will last, our society can leave a permanent legacy that will outlast any stone tablet as long as someone or something is around to do a bit of regular housekeeping.     In the 1980s at centers such as MIT's Media Lab, people realized that the implications of a digital representation go far beyond reliability: content can transcend its physical representation. At the time ruinous battles were being fought over formats for electronic media such as videotapes (Sony's Betamax vs. Matsushita's VHS) and high-definition television (the United States vs. Europe vs. Japan). These were analog formats, embodied in the custom circuitry needed to decode them. Because hardware sales were tied to the format, control over the standards was seen as the path to economic salvation.     These heated arguments missed the simple observation that a stream of digital data could equally well represent a video, or some text, or a computer program. Rather than decide in advance which format to use, data can be sent with the instructions for a computer to decode them so that anyone is free to define a new standard without needing new hardware. The consumers who were supposed to be buying high-definition television sets from the national champions are instead buying PCs to access the Web.     The protocols of the Internet now serve to eliminate rather than enforce divisions among types of media. Computers can be connected without regard to who made them or where they are, and information can be connected without needing to artificially separate sights and sounds, content and context. The one minor remaining incompatibility is with people.     Billions of dollars are spent developing powerful processors that are put into dumb boxes that have changed little from the earliest days of computing. Yet for so many people and so many applications, the limitation is the box, not the processor. Most computers are nearly blind, deaf, and dumb. These inert machines channel the richness of human communication through a keyboard and a mouse. The speed of the computer is increasingly much less of a concern than the difficulty in telling it what you want it to do, or in understanding what it has done, or in using it where you want to go rather than where it can go.     More transistors are being put on a chip, more lines of code are being added to programs, more computers are appearing on the desks in an office, but computers are not getting easier to use and workers are not becoming more productive. An army of engineers is continuing to solve these legacy problems from the early days of computing, when what's needed is better integration between computers and the rest of the world.     The essential division in the industry between hardware and software represents the organization of computing from the system designer's point of view, not the user's. In successful mature technologies it's not possible to isolate the form and the function. The logical design and the mechanical design of a pen or a piano bind their mechanism with their user interface so closely that it's possible to use them without thinking of them as technology, or even thinking of them at all.     Invisibility is the missing goal in computing. Information technology is at an awkward developmental stage where it is adept at communicating its needs and those of other people, but not yet able to anticipate yours. From here we can either unplug everything and go back to an agrarian society--an intriguing but unrealistic option--or we can bring so much technology so close to people that it can finally disappear. Beyond seeking to make computers ubiquitous, we should try to make them unobtrusive.     A VCR insistently flashing 12:00 is annoying, but notice that it doesn't know that it is a VCR, that the job of a VCR is to tell the time rather than ask it, that there are atomic clocks available on the Internet that can give it the exact time, or even that you might have left the room and have no interest in what it thinks the time is. As we increasingly cohabit with machines, we are doomed to be frustrated by our creations if they lack the rudimentary abilities we take for granted--having an identity, knowing something about our environment, and being able to communicate. In return, these machines need to be designed with the presumption that it is their job to do what we want, not the converse. Like my computer, my children started life by insisting that I provide their inputs and collect their outputs, but unlike my computer they are now learning how to do these things for themselves.     Fixing the division of labor between people and machines depends on understanding what each does best. One day I came into my lab and found all my students clustered around a PC. From the looks on their faces I could tell that this was one of those times when the world had changed. This was when it had just become possible to add a camera and microphone to a computer and see similarly equipped people elsewhere. There was a reverential awe as live faces would pop up on the screen. An early Internet cartoon showed two dogs typing at a computer, one commenting to the other that the great thing about the Internet was that no one could tell that they were dogs. Now we could.     And the dogs were right. The next day the system was turned off, and it hasn't been used since. The ghostly faces on the screen couldn't compete with the resolution, refresh rate, three-dimensionality, color fidelity, and relevance of the people outside of the screen. My students found that the people around them were generally much more interesting than the ones on the screen.     It's no accident that one of the first Web celebrities was a thing, not a person. A camera trained on the coffeepot in the Computer Science department at Cambridge University was connected to a Web server that could show you the state of the coffeepot, timely information of great value (if you happen to be in the department and want a cup of coffee).     Even better would be for the coffee machine to check when you want coffee, rather than the other way around. If your coffee cup could measure the temperature and volume of your coffee, and relay that information to a computer that kept track of how much coffee you drank at what times, it could do a pretty good job of guessing when you would be coming by for a refill. This does not require sticking a PC into the cup; it is possible to embed simple materials in it that can be sensed from a distance. The data handling is also simple; a lifetime record of coffee drinking is dwarfed by the amount of data in a few moments of video. And it does not require a breakthrough in artificial intelligence to predict coffee consumption.     A grad student in the Media Lab, Joseph Kaye, instrumented our coffee machine and found the unsurprising result that there's a big peak in consumption in the morning after people get in, and another one in the afternoon after lunch. He went further to add electronic tags so that the coffee machine could recognize individual coffee cups and thereby give you the kind of coffee you prefer, along with relevant news retrieved from a server while you wait. No one of these steps is revolutionary, but taken together their implications are. You get what you want--a fresh cup of coffee--without having to attend to the details. The machines are communicating with each other so that you don't have to.     For all of the coverage of the growth of the Internet and the World Wide Web, a far bigger change is coming as the number of things using the Net dwarfs the number of people. The real promise of connecting computers is to free people, by embedding the means to solve problems in the things around us.     There's some precedent for this kind of organization. The recurring lesson we've learned from the study of biology is that hard problems are solved by the interaction of many simple systems. Biology is very much a bottom-up design that gets updated without a lot of central planning. This does not mean that progress is steady. Far from it; just ask a dinosaur (or a mainframe). Here we come to the real problem with the Digital Revolution. Revolutions break things. Sometimes that's a necessary thing to do, but continuously discarding the old and heralding the new is not a sustainable way to live.     Very few mature technologies become obsolete. Contrary to predictions, radio did not kill off newspapers, because it's not possible to skim through a radio program and flip back and forth to parts of interest. Television similarly has not eliminated radio, because there are plenty of times when our ears are more available than our eyes. CD-ROMs have made little dent in book publishing because of the many virtues of a printed book. Far more interesting than declaring a revolution is to ask how to capture the essence of what works well in the present in order to improve the future.     The real challenge is to figure out how to create systems with many components that can work together and change. We've had a digital revolution; we now need digital evolution. That's what this book is about: what happens when the digital world merges with the physical world, why we've come to the current state-of-the-art (and state-of-the-artless), and how to free bits from the confines of computers. The machines have had their turn; now it's ours. WHAT ... are things that think? books that can change into other books * musical instruments that help beginners engage and virtuosi do more * shoes that communicate through body networks * printers that output working things instead of static objects * money that contains behavior as well as value Copyright © 1999 Neil Gershenfeld. All rights reserved.

Table of Contents

Prefacep. ix
The Digital Evolutionp. 3
Bits and Booksp. 13
Digital Expressionp. 27
Wear Ware Where?p. 45
The Personal Fabricatorp. 63
Smart Moneyp. 77
Rights and Responsibilitiesp. 95
Bad Wordsp. 107
Bit Beliefsp. 123
Seeing Through Windowsp. 137
The Nature of Computationp. 151
The Business of Discoveryp. 169
Information and Educationp. 185
Things That Thinkp. 199
Afterwordp. 215
Indexp. 217