Delivering the Future (1994): Difference between revisions

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[Applause]
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well thank you for inviting me here I
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like the title of this session I think
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in the first year I was at Xerox PARC I
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had an argument with some of the Xerox
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executives who are worrying about what
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might happen and they wanted to defend
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themselves against the future it was so
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wimpy I finally got angry at them and I
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said look the best way to predict the
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future is to invent it don't worry about
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what all those other people are going to
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do this is the century in which if you
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have a vision and you don't violate too
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many of Newton's laws you can actually
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build the thing that you have in mind
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now delivering the future is a more
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subtle metaphor so it implies there's
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something to deliver like a baby and the
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reason I like it is that there's all
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this exciting stuff that has to happen a
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little earlier in the process in order
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to have a baby to deliver we scientists
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call that research so I'm going to talk
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to you a little bit about how the future
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gets invented I think some of the some
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of the stories and ideas I think may may
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help you now I'm not a professional
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speaker I'm still a scientist as my
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introducer said my title is a fellow we
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decided at Apple that the mass noun for
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know there's a pride of lions we decided
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that the mass now and for fellows should
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be jolly
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so we have a jolly of fellows at at
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Apple we have three of them now twenty
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years ago at Xerox PARC we invented six
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things and I would not be here talking
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to you if Xerox had accepted any one of
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these it was in fact what happened after
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we invented these six things that I got
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interested in talking to people outside
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of the computer field the six things
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were the first thing like a workstation
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or a modern PC really the first thing
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like a Macintosh originally started
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working in 1973 the first overlapping
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window user interface first modern OOP
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system first laser printer and the
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ethernet and then the the sixth thing I
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didn't have a really good picture
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because I just show another Alto there
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which was what we call client-server
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computing now in today's terms it's
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actually pierre-pierre computing because
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clients see terms get corrupted I made
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up the terms personal computer and I
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made up the term object-oriented and
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both of those have gotten corrupted into
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an almost meaningless terms
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client-server has gotten corrupted it's
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the new way of saying terminal mainframe
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I can assure you that was not what we
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had in mind any more than we thought
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that C++ would be called an
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object-oriented language or that the IBM
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PC would be called a personal computer I
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was more meanings originally or that
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windows 3.0 would be called a user
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interface as far as that goes but that's
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the way it goes now what happened is
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that around 1975 76 we had about 700 of
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these machines both at Palo Alto and in
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Rochester and we had I guess eight or
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nine Ethernet linked together and then
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linked by long lines from Rochester to
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Palo Alto and you could actually sit
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down and do something in Rochester that
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is very hard to do today you could go to
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Rochester and sit down at an alto and
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work as though that was your alto so
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this was a what you what today is called
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a natural network virtual address space
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the computations actually were able to
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float around the network they were not
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bound to specific machines and what
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happened was in August 1976 Xerox turned
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down all of this technology even though
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there were hundreds of machines working
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software the first desktop publishing
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system Microsoft Word which was
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originally called Bravo was done at Parc
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it was the word processing system that
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we used all of this stuff they turned it
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down of course that was a great shock
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but what did we know we kept on plugging
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away at at what we're doing in 1978 I
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met several of the executives who had
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made that decision and was really
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surprised to discover that they were
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actually somewhat intelligent even even
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for Xerox executives and then that was
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when I started worrying because you see
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when they turned it down we just thought
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well they're stupid they're dumb what do
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they know
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you know this is hopeless but when I
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found out they were intelligent and they
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still turned it down I realized that
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something much more serious was going on
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and one way of saying it as they were
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still doing Ptolemaic astronomy in
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Connecticut and we had started doing
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Copernican astronomy out in California
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when you get one of those where you get
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a complete miss between two ways of
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looking at the world you have something
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really serious because there aren't even
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grounds for conversation and what's
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worse the same words get used over again
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but in different ways in astronomy the
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word orbit comes from one of the initial
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beliefs by the Greeks that the planets
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are on transparent spheres you ever
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wonder why a planar orbit was called orb
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in orbit because they thought they were
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on glass spheres then it got taken over
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to mean planar orbits got reused by
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Copernicus to me and a heliocentric
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system got really used by Newton and
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Kepler and got reused by Einstein same
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word we use today the way people have
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trouble with science science
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unfortunately decided to reuse the word
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theory and people when they hear about
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the theory of relativity they say oh
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that's just a theory or the theory of
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evolution that's just a theory theory
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and science means something completely
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different we separate out the two words
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theory and conjecture it's a theory and
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science is something that has been set
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up in such a way and beaten on for years
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so it is a ball stirred set of arguments
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why don't we call it the truth the
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reason is is that science doesn't
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believe that you can find truth it's a
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cliche and a myth does science believes
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that what you can find are better and
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better mappings of the world so that's
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what I'm going to talk to you today
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about are because the way you get into
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the future is by realizing that the way
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we look at the world in any given time
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is always through our own mappings and
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we can come up with different mappings
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and when we come up with different
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mappings we can look at the world in a
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different way now
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the big problem with predicting the
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future is in large part because of the
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funny ways that human like to think so
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here are three ways of getting from A to
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B the first one is random walk you start
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off from place a there on the left and
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at every corner you take a random
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turning and eventually you can prove
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that you will get to B I always think of
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that as a perfect example of hire
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management's main way of doing things
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now lower in the organization you have a
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more rational way of looking at it which
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is reduce the differences this is what
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they teach in business school and in
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most elementary and high schools and
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colleges is problem-solving
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problem-solving the way you solve a
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problem here is that at each step of the
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way you see if you can get closer to the
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gold state and then when you have
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reduced that difference to zero you've
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achieved the goal now it turns out that
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both of these ways of doing things are
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completely have been obsolete for many
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many years the way really good things
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are done is at the bottom there and what
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you do is instead of going from A to B
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randomly or by reducing differences what
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you do is you go away from B for a while
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and find us find a superhighway because
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you can go away from B for a while and
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you find a superhighway you can get very
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very close to B be very very rapidly
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then get off find B now this is very
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hard for people to do companies have the
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hardest time going away from their short
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term goals in order to build structures
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that will allow them to deal with many
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many goals in the future rather than
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just the ones that they're working with
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now you could think of this third way of
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looking at things as a architecture if
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you want you could think of it as a
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paradigm that's going away from the goal
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sometimes called research
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it's the kind of investment that you
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make in order to find large-scale
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architectures that are going to help you
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so if we want to predict the future we
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have to find some way that is not
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extrapolate 'iv something that doesn't
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rely on the future being a lot like the
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present where else we're just going to
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come up with improved versions of the
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present so here is a dream called MMX is
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done by Vannevar Bush who is president
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roosevelt's science advisor who wrote an
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article in 1945 and in that article he
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said not too long from now everybody
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will be able to have in their house a
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device the size of a desk in that desk
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stored optically will be the contents of
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about a small town library about five to
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ten thousand volumes worth of materials
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and we'll be able to search that we'll
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be able to look on look at this material
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on various screens and we'll have
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pointing devices that we can put new
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information in and keyboards and etc etc
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so this is Memex written in 1945 by a
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pretty good scientist I had some good
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reasons to believe that this could
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happen because he was aware of things
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that were going on at the time including
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the development of computers and of
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various kinds of dry photography
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microfilm microfiche and so forth we're
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all being developed then the critical
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thing about this for the story today is
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that a number of the people who invented
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the technologies that you're using today
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saw this Engelbart who was a towering
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figure we'll meet him in a minute
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saw this in 1945 he was in the Navy and
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he read it read this version in Life
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magazine had pictures on it I saw it
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when I was 14 years old as a result of
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reading a science fiction book in 1954
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so and other people saw it and when it
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came time to actually do it there was
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already an image of what it would be
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really nice to have
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it didn't look at all like ENIAC a huge
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mainframe computer for solving ballistic
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problems it didn't look like a univac it
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didn't look like a any kind of mainframe
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computer in IBM 650 this looked like
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something that a person could use and
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actually this became the rallying cry
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starting around 1960 ok so there are
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several different ways of thinking about
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computing back then one was that the
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mainframe was gone of a universal
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factory that was IBM's way of thinking
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about it Engelbert thought of computing
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as a kind of a vehicle now Engle Bart
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was the guy who invented the mouse and
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that looks like a fairly modern picture
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because let me ask the crowd here how
270
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many people have in their office right
271
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now a two-page display right not one of
272
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these little guys but one of these guys
273
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you can put two two full pages of
274
00:13:22,510 --> 00:13:27,460
display okay couple people so there's
275
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one right there that was the first one
276
00:13:27,460 --> 00:13:36,390
anybody ever used that picture was taken
277
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in 1966 okay so in 1966 Engelbart had
278
00:13:36,390 --> 00:13:41,080
thought through that computers were not
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about processing numbers they were
280
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actually there to relate information now
281
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he was one of the people who invented
282
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one of the first word processors but he
283
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didn't think computers were for word
284
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processing
285
00:13:50,280 --> 00:13:54,820
he didn't think they were for outlying
286
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processing he thought that they were for
287
00:13:54,820 --> 00:14:00,340
relating information and he realized
288
00:13:57,040 --> 00:14:09,550
something very very profound about
289
00:14:00,340 --> 00:14:12,790
computing that is an ordinary physical
290
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space that we live in if we have point a
291
00:14:12,790 --> 00:14:19,560
here and we have a point B down here it
292
00:14:16,720 --> 00:14:19,560
isn't the same place
293
00:14:21,100 --> 00:14:27,420
what's been generated in between them is
294
00:14:23,730 --> 00:14:30,910
that horrible thing called distance an
295
00:14:27,420 --> 00:14:32,320
angle Bart realized something very
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00:14:30,910 --> 00:14:34,890
interesting about distance and that is
297
00:14:32,320 --> 00:14:38,140
if here's that this is a two dimensional
298
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space we have a two dimensional distance
299
00:14:38,140 --> 00:14:44,200
but what's incredible about distance is
300
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if you give me one more dimension I can
301
00:14:44,200 --> 00:14:49,990
get rid of the distance right just one
302
00:14:48,520 --> 00:14:51,700
more dimension than the dimension of my
303
00:14:49,990 --> 00:14:53,500
information and I can get all of the
304
00:14:51,700 --> 00:14:57,160
intervention interesting information in
305
00:14:53,500 --> 00:15:01,110
the same place in hyperspace and I can
306
00:14:57,160 --> 00:15:01,110
do it for any number of them
307
00:15:01,230 --> 00:15:05,650
that's what Engelbart did so he was the
308
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guy who invented what we now call
309
00:15:05,650 --> 00:15:10,780
hypertext or hyper media he realized
310
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that what people really want is not an
311
00:15:10,780 --> 00:15:16,510
imitation of paper they want something
312
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better they don't want to automate old
313
00:15:16,510 --> 00:15:21,370
things what they need is to take all the
314
00:15:18,610 --> 00:15:23,260
interesting information about a wide
315
00:15:21,370 --> 00:15:25,830
number of things and exits so that all
316
00:15:23,260 --> 00:15:30,600
of those things are in the same place
317
00:15:25,830 --> 00:15:32,890
and Ivan Sutherland around the same time
318
00:15:30,600 --> 00:15:34,480
did something wonderful he was the guy
319
00:15:32,890 --> 00:15:37,720
who invented computer graphics it was
320
00:15:34,480 --> 00:15:39,790
invented around 1962 and again he just
321
00:15:37,720 --> 00:15:42,970
didn't do it to imitate paper to imitate
322
00:15:39,790 --> 00:15:44,800
drafting he looked at and said what else
323
00:15:42,970 --> 00:15:47,440
can it do this is what we should always
324
00:15:44,800 --> 00:15:50,050
ask most important question what else
325
00:15:47,440 --> 00:15:52,450
can it do and what it could do is it
326
00:15:50,050 --> 00:15:55,450
could simulate things so on this thing
327
00:15:52,450 --> 00:15:57,010
this picture taken in 1962 Sutherland is
328
00:15:55,450 --> 00:15:59,490
sitting in front of a bridge that he's
329
00:15:57,010 --> 00:16:02,500
drawn and sketchpad and that bridge is
330
00:15:59,490 --> 00:16:04,270
dynamically sustaining a weight and
331
00:16:02,500 --> 00:16:06,940
showing him what the stresses and
332
00:16:04,270 --> 00:16:09,850
strains on the bridge are so here are
333
00:16:06,940 --> 00:16:13,690
three completely different metaphors for
334
00:16:09,850 --> 00:16:15,970
computing I think you'll agree that the
335
00:16:13,690 --> 00:16:17,640
dominant metaphor today is still the
336
00:16:15,970 --> 00:16:21,430
Universal Factory
337
00:16:17,640 --> 00:16:23,640
American business by and large uses
338
00:16:21,430 --> 00:16:28,660
computers to automate accounting I'm
339
00:16:23,640 --> 00:16:30,390
sure that Wells Fargo does really do
340
00:16:28,660 --> 00:16:34,360
they think of it as a vehicle for
341
00:16:30,390 --> 00:16:34,810
traversing hyperspace where all of the
342
00:16:34,360 --> 00:16:36,580
stuff
343
00:16:34,810 --> 00:16:38,830
of interest to you should be available
344
00:16:36,580 --> 00:16:41,380
dynamically and rarely do they think of
345
00:16:38,830 --> 00:16:44,050
it as a simulator for being able to deal
346
00:16:41,380 --> 00:16:45,580
with very complex problems and try and
347
00:16:44,050 --> 00:16:49,810
understand what happens next
348
00:16:45,580 --> 00:16:51,310
now individuals do about 70% of the use
349
00:16:49,810 --> 00:16:56,860
of spreadsheets on personal computers
350
00:16:51,310 --> 00:16:59,850
our what-ifs but IT organizations almost
351
00:16:56,860 --> 00:17:05,650
never do IT organizations run
352
00:16:59,850 --> 00:17:07,030
post-mortems on already in bomb de right
353
00:17:05,650 --> 00:17:09,760
by the time they get around to writing
354
00:17:07,030 --> 00:17:12,430
an application which is usually 18
355
00:17:09,760 --> 00:17:14,939
months after it was requested the
356
00:17:12,430 --> 00:17:18,310
information is not of interest anymore
357
00:17:14,939 --> 00:17:20,050
so the metaphor that we pick for
358
00:17:18,310 --> 00:17:24,730
thinking about what computing is is very
359
00:17:20,050 --> 00:17:27,610
very critical now I started thinking
360
00:17:24,730 --> 00:17:29,440
about I started in 1961 and I started
361
00:17:27,610 --> 00:17:31,720
thinking about this stuff and it I was
362
00:17:29,440 --> 00:17:36,790
very intrigued with angle Bart's stuff
363
00:17:31,720 --> 00:17:39,490
and in 1967 I built this machine in the
364
00:17:36,790 --> 00:17:41,679
center the top Center there it was
365
00:17:39,490 --> 00:17:43,570
called the Flex machine so it looks like
366
00:17:41,679 --> 00:17:46,150
a personal computer of today it was a
367
00:17:43,570 --> 00:17:48,670
personal computer was a desktop computer
368
00:17:46,150 --> 00:17:52,090
for very special deaths namely those
369
00:17:48,670 --> 00:17:53,940
made out of steel so weighed about 400
370
00:17:52,090 --> 00:17:57,060
pounds
371
00:17:53,940 --> 00:18:01,470
and had a had a fan that was likened to
372
00:17:57,060 --> 00:18:04,110
a 747 taking off C in those days the
373
00:18:01,470 --> 00:18:05,520
integrated circuit packages integrated
374
00:18:04,110 --> 00:18:08,760
circuits were very very small they only
375
00:18:05,520 --> 00:18:10,920
had about 16 or 32 gates on them and so
376
00:18:08,760 --> 00:18:13,290
this machine which was quite weak by
377
00:18:10,920 --> 00:18:16,650
today's standards had more than 700 of
378
00:18:13,290 --> 00:18:20,100
those little black boxes in it and so it
379
00:18:16,650 --> 00:18:22,050
generated a lot of heat and then I
380
00:18:20,100 --> 00:18:25,710
happened to see some of seymour papert's
381
00:18:22,050 --> 00:18:27,510
early work with logo and it got me
382
00:18:25,710 --> 00:18:29,600
thinking all of a sudden that computers
383
00:18:27,510 --> 00:18:32,910
were not Veals
384
00:18:29,600 --> 00:18:34,560
computers were like media they were like
385
00:18:32,910 --> 00:18:40,890
media and I suddenly remembered
386
00:18:34,560 --> 00:18:42,270
something quite striking I don't know
387
00:18:40,890 --> 00:18:45,270
how many people here have ever been in a
388
00:18:42,270 --> 00:18:48,450
medieval library there's one still set
389
00:18:45,270 --> 00:18:50,430
up in Florence and what they look like
390
00:18:48,450 --> 00:18:54,210
is there a room about four times this
391
00:18:50,430 --> 00:18:55,770
size there are no shelves why because
392
00:18:54,210 --> 00:18:58,380
most libraries had less than a hundred
393
00:18:55,770 --> 00:19:02,370
books one of the largest libraries in
394
00:18:58,380 --> 00:19:06,570
Europe the Vatican Library in the year
395
00:19:02,370 --> 00:19:09,720
1400 only had 392 books each Brook took
396
00:19:06,570 --> 00:19:13,140
about 10 to 15 years to copy by a group
397
00:19:09,720 --> 00:19:14,910
of group of monks so when he went into a
398
00:19:13,140 --> 00:19:19,800
medieval library what you saw were
399
00:19:14,910 --> 00:19:25,110
tables reading areas each book was
400
00:19:19,800 --> 00:19:27,050
chained to the table table after table
401
00:19:25,110 --> 00:19:29,370
after table about a hundred of them and
402
00:19:27,050 --> 00:19:32,480
so they it flashed into my mind that
403
00:19:29,370 --> 00:19:35,340
looks just like a time-sharing bullpen
404
00:19:32,480 --> 00:19:38,790
right time sharing terminals using
405
00:19:35,340 --> 00:19:40,730
something so expensive only an
406
00:19:38,790 --> 00:19:42,720
institution could own it
407
00:19:40,730 --> 00:19:47,730
individuals accept that unless they were
408
00:19:42,720 --> 00:19:51,630
kings couldn't own this stuff and then I
409
00:19:47,730 --> 00:19:54,870
flashed to Gutenberg's Bible which was
410
00:19:51,630 --> 00:19:57,660
printed but it was printed in imitation
411
00:19:54,870 --> 00:19:59,400
of this stuff and I suddenly looked at
412
00:19:57,660 --> 00:20:00,780
the Flex machine and said you know that
413
00:19:59,400 --> 00:20:05,700
thing looks just like a time-sharing
414
00:20:00,780 --> 00:20:06,809
terminal is this am I just imitating the
415
00:20:05,700 --> 00:20:09,929
past
416
00:20:06,809 --> 00:20:11,789
what is this thing by the way Guttenberg
417
00:20:09,929 --> 00:20:15,990
buy it the first Gutenberg Bibles were
418
00:20:11,789 --> 00:20:19,200
incredibly cheap costs only two years of
419
00:20:15,990 --> 00:20:21,210
a clerks wages to buy one it was about
420
00:20:19,200 --> 00:20:24,960
sixty thousand dollars today and if you
421
00:20:21,210 --> 00:20:28,559
think of that if you think of that as
422
00:20:24,960 --> 00:20:30,179
about what a workstation costs expensive
423
00:20:28,559 --> 00:20:31,499
workstation costs compared to the
424
00:20:30,179 --> 00:20:33,960
millions of dollars from one of these
425
00:20:31,499 --> 00:20:37,200
things it is rather cheap but what
426
00:20:33,960 --> 00:20:38,610
flashes of my mind then was the turning
427
00:20:37,200 --> 00:20:41,700
point in the development of the book
428
00:20:38,610 --> 00:20:44,669
which was this third stage and that was
429
00:20:41,700 --> 00:20:48,749
done by a guy by the name of Aldous not
430
00:20:44,669 --> 00:20:50,519
Elvis PageMaker that could have been his
431
00:20:48,749 --> 00:20:53,129
name because he was a printer in Venice
432
00:20:50,519 --> 00:20:58,019
that's where the company got their name
433
00:20:53,129 --> 00:20:59,929
Aldus Manutius around 1495 decided books
434
00:20:58,019 --> 00:21:02,580
should not be like this
435
00:20:59,929 --> 00:21:07,200
so the Gutenberg galaxy I mean the
436
00:21:02,580 --> 00:21:08,970
Gutenberg Bible and manuscripts but he
437
00:21:07,200 --> 00:21:13,470
decided that book should be the size
438
00:21:08,970 --> 00:21:16,350
they are today you've ever wondered why
439
00:21:13,470 --> 00:21:18,389
books are the size they are today it
440
00:21:16,350 --> 00:21:22,799
could be any size it could be really
441
00:21:18,389 --> 00:21:24,720
small it could be big this size I'll
442
00:21:22,799 --> 00:21:29,070
tell you why because that is the size
443
00:21:24,720 --> 00:21:31,080
that saddlebags were in Venice Aldous
444
00:21:29,070 --> 00:21:33,049
went out and measured saddlebags and
445
00:21:31,080 --> 00:21:35,399
took the average saddlebag size and
446
00:21:33,049 --> 00:21:39,389
decided to print a library or she called
447
00:21:35,399 --> 00:21:40,950
the portable library in 1495 so that
448
00:21:39,389 --> 00:21:43,889
people could take them with now this is
449
00:21:40,950 --> 00:21:45,840
a profound idea because Elvis was the
450
00:21:43,889 --> 00:21:48,720
first person who really realized that
451
00:21:45,840 --> 00:21:52,559
books were now something that could be
452
00:21:48,720 --> 00:21:54,149
lost it was not a crime against humanity
453
00:21:52,559 --> 00:21:58,940
to lose a book because he could go buy
454
00:21:54,149 --> 00:22:01,919
another one okay so that happened around
455
00:21:58,940 --> 00:22:05,179
1495 and suddenly I suddenly realized
456
00:22:01,919 --> 00:22:08,299
that a computer should look like this
457
00:22:05,179 --> 00:22:10,470
should be something the size of a book
458
00:22:08,299 --> 00:22:14,970
should be something that you always have
459
00:22:10,470 --> 00:22:18,450
with you and I made that cardboard model
460
00:22:14,970 --> 00:22:20,770
in 1968 that's what a computer should
461
00:22:18,450 --> 00:22:23,200
look like now just to give you an idea
462
00:22:20,770 --> 00:22:26,710
to try and understand why the the
463
00:22:23,200 --> 00:22:31,090
situation we're in today here is a
464
00:22:26,710 --> 00:22:36,370
completely transitional one this is a
465
00:22:31,090 --> 00:22:39,850
much Stabler form than this one you have
466
00:22:36,370 --> 00:22:44,710
to realize that remember printing was
467
00:22:39,850 --> 00:22:51,460
invented around 1450 to 1450 for Aldous
468
00:22:44,710 --> 00:22:52,660
was 1495 wasn't until 1516 more than 60
469
00:22:51,460 --> 00:22:54,700
years after the printing press was
470
00:22:52,660 --> 00:23:00,030
invented that anybody thought to put
471
00:22:54,700 --> 00:23:02,740
page numbers on a book think about that
472
00:23:00,030 --> 00:23:06,640
how could they have meant notice Elvises
473
00:23:02,740 --> 00:23:08,680
Brooke here has no page numbers how
474
00:23:06,640 --> 00:23:09,940
could they possibly not have done the
475
00:23:08,680 --> 00:23:12,310
reason was is that when you only have
476
00:23:09,940 --> 00:23:14,200
392 books in the world's largest library
477
00:23:12,310 --> 00:23:18,370
and it if you're really rich and you may
478
00:23:14,200 --> 00:23:20,080
have at home five or ten books why have
479
00:23:18,370 --> 00:23:21,760
page numbers you know where everything
480
00:23:20,080 --> 00:23:25,240
is books are a celebration of what you
481
00:23:21,760 --> 00:23:27,640
already know so when we think about
482
00:23:25,240 --> 00:23:29,740
computers today one of the things we
483
00:23:27,640 --> 00:23:32,560
have to really understand is that we are
484
00:23:29,740 --> 00:23:35,800
in a transitional phase and that the use
485
00:23:32,560 --> 00:23:38,230
of computers by humans is going to be
486
00:23:35,800 --> 00:23:40,300
completely different than it is today
487
00:23:38,230 --> 00:23:42,510
just as the use today is completely
488
00:23:40,300 --> 00:23:45,310
different from what it was 20 years ago
489
00:23:42,510 --> 00:23:47,860
that's the importance of making sharp
490
00:23:45,310 --> 00:23:51,670
boundaries between these different ways
491
00:23:47,860 --> 00:23:53,140
of thinking about things now this all
492
00:23:51,670 --> 00:23:57,310
would have been fantasy and science
493
00:23:53,140 --> 00:24:00,630
fiction except for people like Gordon
494
00:23:57,310 --> 00:24:06,730
Moore Gordon Moore was a physicist in
495
00:24:00,630 --> 00:24:11,110
1965 he published the white part of this
496
00:24:06,730 --> 00:24:12,670
diagram which said you know from 1959
497
00:24:11,110 --> 00:24:18,910
whoops sorry
498
00:24:12,670 --> 00:24:20,260
from 1959 up to about 1965 things have
499
00:24:18,910 --> 00:24:22,750
been improving at about the rate of
500
00:24:20,260 --> 00:24:25,840
factor of two every year in integrated
501
00:24:22,750 --> 00:24:27,460
circuits he said I wonder if that can
502
00:24:25,840 --> 00:24:30,460
continue so he started looking at the
503
00:24:27,460 --> 00:24:32,060
physics of integrated circuits that gave
504
00:24:30,460 --> 00:24:34,220
him this line
505
00:24:32,060 --> 00:24:36,710
a few years later he said this line is
506
00:24:34,220 --> 00:24:38,900
too ambitious I'll predict that it will
507
00:24:36,710 --> 00:24:41,930
grow by a factor of two every two years
508
00:24:38,900 --> 00:24:45,560
which gave him this line and just for
509
00:24:41,930 --> 00:24:48,470
your enjoyment here the purple line is
510
00:24:45,560 --> 00:24:50,210
what actually happened right so it's
511
00:24:48,470 --> 00:24:52,660
grown slightly better it's grown about a
512
00:24:50,210 --> 00:24:56,300
factor of two every eighteen months
513
00:24:52,660 --> 00:25:02,570
since 1965 and Gordon Moore's prediction
514
00:24:56,300 --> 00:25:04,520
was a 30-year prediction now in order to
515
00:25:02,570 --> 00:25:06,860
make this prediction he had to back away
516
00:25:04,520 --> 00:25:11,860
he had to do remember my diagram he had
517
00:25:06,860 --> 00:25:14,090
to go away from B because the silicon
518
00:25:11,860 --> 00:25:18,050
that people were using was not a
519
00:25:14,090 --> 00:25:19,400
predictable silicon it was not easy to
520
00:25:18,050 --> 00:25:20,930
make predictions about it so he picked a
521
00:25:19,400 --> 00:25:23,600
simpler way of doing things which is
522
00:25:20,930 --> 00:25:25,910
thought to be too slow and made his
523
00:25:23,600 --> 00:25:27,980
predictions based on that that slow
524
00:25:25,910 --> 00:25:36,920
silicon happens to be a silicon we used
525
00:25:27,980 --> 00:25:39,920
today MOS silicon this single chart if
526
00:25:36,920 --> 00:25:42,860
well understood explains why IBM and Dec
527
00:25:39,920 --> 00:25:44,750
are in such trouble today explains why
528
00:25:42,860 --> 00:25:47,360
we have millions and millions of
529
00:25:44,750 --> 00:25:49,160
personal computers today it explains why
530
00:25:47,360 --> 00:25:51,500
people were not able to predict the
531
00:25:49,160 --> 00:25:53,180
future in a reasonable way because this
532
00:25:51,500 --> 00:25:56,920
is an exponential curve this is talking
533
00:25:53,180 --> 00:26:01,550
about a factor of 10 million change in
534
00:25:56,920 --> 00:26:06,020
20 years so almost everything that we're
535
00:26:01,550 --> 00:26:07,490
doing today is based on this now the
536
00:26:06,020 --> 00:26:10,760
thing is you have to realize about the
537
00:26:07,490 --> 00:26:13,840
human nervous system is that factors of
538
00:26:10,760 --> 00:26:17,260
10 and factors of a hundred change our
539
00:26:13,840 --> 00:26:20,780
qualitative to us they may look on paper
540
00:26:17,260 --> 00:26:23,900
quantitative but a factor of 10 change
541
00:26:20,780 --> 00:26:26,180
in speed is qualitative to us what
542
00:26:23,900 --> 00:26:29,360
happened to IBM because they were aware
543
00:26:26,180 --> 00:26:32,210
of this is they couldn't believe that
544
00:26:29,360 --> 00:26:33,890
this meant anything other than they
545
00:26:32,210 --> 00:26:36,350
would be able to make cheaper mainframes
546
00:26:33,890 --> 00:26:39,620
and make more profit on them they could
547
00:26:36,350 --> 00:26:41,660
not imagine the actual implications of
548
00:26:39,620 --> 00:26:44,150
being able to put an entire computer on
549
00:26:41,660 --> 00:26:45,470
a chip and that there would have to be
550
00:26:44,150 --> 00:26:49,940
millions of them
551
00:26:45,470 --> 00:26:51,470
so they lost they missed so these three
552
00:26:49,940 --> 00:26:53,990
ways of looking at things
553
00:26:51,470 --> 00:26:55,850
I gave names to I called the mainframe
554
00:26:53,990 --> 00:26:58,159
thing institutional computing I called
555
00:26:55,850 --> 00:27:01,460
the desktop machine personal computing
556
00:26:58,159 --> 00:27:06,740
and I called this handheld Aldus type
557
00:27:01,460 --> 00:27:09,470
computer an intimate computer and in the
558
00:27:06,740 --> 00:27:12,679
late 60s I sat down and tried to write
559
00:27:09,470 --> 00:27:15,649
down some of the conclusions that a
560
00:27:12,679 --> 00:27:18,049
person would reach for in each of these
561
00:27:15,649 --> 00:27:19,909
belief structures now another word
562
00:27:18,049 --> 00:27:25,580
that's been devalued almost beyond
563
00:27:19,909 --> 00:27:28,220
repair is paradigm right paradigm is a
564
00:27:25,580 --> 00:27:30,230
belief structure so you could just as
565
00:27:28,220 --> 00:27:31,929
easily say this is the institutional
566
00:27:30,230 --> 00:27:35,830
paradigm the personal computing paradigm
567
00:27:31,929 --> 00:27:39,919
or the intimate paradigm doesn't matter
568
00:27:35,830 --> 00:27:41,600
scientists like paradigms because it is
569
00:27:39,919 --> 00:27:44,330
so hard to think about things that
570
00:27:41,600 --> 00:27:46,519
aren't already around so we play all
571
00:27:44,330 --> 00:27:47,779
kinds of tricks and mind games and one
572
00:27:46,519 --> 00:27:50,029
of the ones that we do is to drive
573
00:27:47,779 --> 00:27:52,639
artificial boundaries between things to
574
00:27:50,029 --> 00:27:55,100
see if we can find differentiation so
575
00:27:52,639 --> 00:27:56,360
this is one of those things saying these
576
00:27:55,100 --> 00:27:57,590
are three different ways of thinking
577
00:27:56,360 --> 00:28:03,340
about the world and what are the
578
00:27:57,590 --> 00:28:06,340
implications whoops sorry about that
579
00:28:03,340 --> 00:28:06,340
the
580
00:28:08,559 --> 00:28:12,919
now what types one of the ways of
581
00:28:11,270 --> 00:28:15,950
thinking about it is what types of data
582
00:28:12,919 --> 00:28:18,200
do you use institutional uses letters
583
00:28:15,950 --> 00:28:20,000
and numbers I discovered just a few
584
00:28:18,200 --> 00:28:21,940
years ago that my Dennis still had those
585
00:28:20,000 --> 00:28:26,090
green and white print out sheets
586
00:28:21,940 --> 00:28:27,710
needless to say I changed Dennis so I
587
00:28:26,090 --> 00:28:33,770
was wondering what other old technology
588
00:28:27,710 --> 00:28:35,150
he might be using there's law by the way
589
00:28:33,770 --> 00:28:39,679
does anybody know who toward more is
590
00:28:35,150 --> 00:28:40,660
here who is Gordon Moore who did Moore's
591
00:28:39,679 --> 00:28:45,799
law
592
00:28:40,660 --> 00:28:49,040
yeah so Moore got a lot of criticism for
593
00:28:45,799 --> 00:28:50,360
that curve and so he decided to do this
594
00:28:49,040 --> 00:28:52,400
thing well the best way to predict the
595
00:28:50,360 --> 00:28:54,620
future is to invent it so he said let's
596
00:28:52,400 --> 00:28:56,780
found a company to work on MOS silicon
597
00:28:54,620 --> 00:28:59,390
happened to be Intel he's one of the
598
00:28:56,780 --> 00:29:01,090
richest guys in California right now
599
00:28:59,390 --> 00:29:04,400
he's worth more than a billion dollars
600
00:29:01,090 --> 00:29:05,870
from that because of course see when the
601
00:29:04,400 --> 00:29:06,980
astronauts got out in space and they
602
00:29:05,870 --> 00:29:09,200
look back at the earth you know what
603
00:29:06,980 --> 00:29:11,720
they saw they saw something that looked
604
00:29:09,200 --> 00:29:14,900
just like a globe that had been done in
605
00:29:11,720 --> 00:29:16,030
the 19th century that's what science is
606
00:29:14,900 --> 00:29:20,299
all about
607
00:29:16,030 --> 00:29:21,740
no surprises you get out there and if
608
00:29:20,299 --> 00:29:25,400
you've done your work properly you
609
00:29:21,740 --> 00:29:27,470
should see what you expect to see so
610
00:29:25,400 --> 00:29:30,380
Gordon Moore was right and he was able
611
00:29:27,470 --> 00:29:32,290
to get profit from it and if you think
612
00:29:30,380 --> 00:29:34,940
about the implications of Moore's law
613
00:29:32,290 --> 00:29:37,309
you're going to start using bitmap
614
00:29:34,940 --> 00:29:38,510
screens it's one of the first things we
615
00:29:37,309 --> 00:29:41,690
invented at Xerox PARC
616
00:29:38,510 --> 00:29:44,390
because now we could have bits bits
617
00:29:41,690 --> 00:29:47,600
weren't just for computation anymore and
618
00:29:44,390 --> 00:29:51,530
then later on all other media was going
619
00:29:47,600 --> 00:29:53,240
to have to come along and one of the
620
00:29:51,530 --> 00:29:56,660
implications of this is that when you
621
00:29:53,240 --> 00:29:59,870
get into this third stage you're not
622
00:29:56,660 --> 00:30:01,100
going to print printing will go away now
623
00:29:59,870 --> 00:30:03,679
people have been saying that for years
624
00:30:01,100 --> 00:30:07,820
and we have more paper than yes yes I
625
00:30:03,679 --> 00:30:10,910
know but think of it this way when your
626
00:30:07,820 --> 00:30:12,530
information is related in such a way
627
00:30:10,910 --> 00:30:16,640
that all important things are together
628
00:30:12,530 --> 00:30:18,290
you're not going to print it out how
629
00:30:16,640 --> 00:30:20,230
many people here do forecasting by
630
00:30:18,290 --> 00:30:22,820
spreadsheets
631
00:30:20,230 --> 00:30:27,010
okay who does anybody print out the
632
00:30:22,820 --> 00:30:29,750
spreadsheet template no you know why
633
00:30:27,010 --> 00:30:30,890
because what ones you're going to print
634
00:30:29,750 --> 00:30:34,100
out you're going to print out a hundred
635
00:30:30,890 --> 00:30:35,510
of them every one of those things you've
636
00:30:34,100 --> 00:30:38,690
done you change a number and the whole
637
00:30:35,510 --> 00:30:41,410
spreadsheet changes so the multi is to
638
00:30:38,690 --> 00:30:45,170
think about in multimedia are not
639
00:30:41,410 --> 00:30:48,790
combining voice and images the multi is
640
00:30:45,170 --> 00:30:52,730
to think about our multi-dimensional and
641
00:30:48,790 --> 00:30:54,500
multi process so as we go more and more
642
00:30:52,730 --> 00:30:59,510
towards multiply multi dimensional
643
00:30:54,500 --> 00:31:04,310
representations and simulations printing
644
00:30:59,510 --> 00:31:07,970
will kill both of those things and what
645
00:31:04,310 --> 00:31:10,280
we have now is synthetic paper that
646
00:31:07,970 --> 00:31:11,720
comes along just in the nick of time to
647
00:31:10,280 --> 00:31:14,120
save us we can now have all of our
648
00:31:11,720 --> 00:31:17,510
dynamic information structures with us
649
00:31:14,120 --> 00:31:22,460
at all times so printing is finally
650
00:31:17,510 --> 00:31:25,430
going to go away by my friend Nicolas
651
00:31:22,460 --> 00:31:27,320
Monte thought of it this way thought of
652
00:31:25,430 --> 00:31:30,620
the worlds of publishing entertainment
653
00:31:27,320 --> 00:31:32,540
and computing imploding on each other
654
00:31:30,620 --> 00:31:33,650
because now every single one of them
655
00:31:32,540 --> 00:31:35,030
could have everything that they do
656
00:31:33,650 --> 00:31:36,950
represent it digitally
657
00:31:35,030 --> 00:31:38,960
when you have everything represented in
658
00:31:36,950 --> 00:31:42,230
the same form you basically have the
659
00:31:38,960 --> 00:31:45,950
same business they use the same
660
00:31:42,230 --> 00:31:49,310
transmission everybody who has access to
661
00:31:45,950 --> 00:31:52,030
the Internet is a publisher you can
662
00:31:49,310 --> 00:31:55,160
publish just as well as mcgraw-hill can
663
00:31:52,030 --> 00:31:56,870
in fact your if you have access to the
664
00:31:55,160 --> 00:32:00,770
Internet you are actually a miniature
665
00:31:56,870 --> 00:32:02,720
FCC I don't know whether you know it but
666
00:32:00,770 --> 00:32:05,360
people send television programs back and
667
00:32:02,720 --> 00:32:08,030
forth on the on the internet and radio
668
00:32:05,360 --> 00:32:12,140
there's a constant internet radio
669
00:32:08,030 --> 00:32:14,360
between scientists and stuff and there
670
00:32:12,140 --> 00:32:17,480
are no channels were requested from the
671
00:32:14,360 --> 00:32:19,220
FCC because the internet does not care
672
00:32:17,480 --> 00:32:21,830
it's just sending bits back and forth
673
00:32:19,220 --> 00:32:24,950
and the bits can be anything so this is
674
00:32:21,830 --> 00:32:27,740
one again that the publishers in the
675
00:32:24,950 --> 00:32:30,050
entertainment industry only discovered a
676
00:32:27,740 --> 00:32:32,320
couple of years ago and yet it's been
677
00:32:30,050 --> 00:32:35,139
true once more
678
00:32:32,320 --> 00:32:36,759
Wrote is liya this is why this stuff is
679
00:32:35,139 --> 00:32:38,740
scary to people because it seems like
680
00:32:36,759 --> 00:32:40,870
all this stuff is suddenly happening
681
00:32:38,740 --> 00:32:42,909
the reason it's suddenly happening is
682
00:32:40,870 --> 00:32:45,539
people will not believe a disaster until
683
00:32:42,909 --> 00:32:49,870
it's actually in front of their eyes
684
00:32:45,539 --> 00:32:51,580
the whole reason we have eyes is so we
685
00:32:49,870 --> 00:32:54,340
don't have to jump off the cliff to see
686
00:32:51,580 --> 00:32:57,159
if it's dangerous right
687
00:32:54,340 --> 00:32:58,480
we have long distance sensors and we
688
00:32:57,159 --> 00:33:00,279
need the equivalent of long distance
689
00:32:58,480 --> 00:33:04,570
sensors when we're dealing with the
690
00:33:00,279 --> 00:33:10,389
future user interface probably the
691
00:33:04,570 --> 00:33:12,490
biggest change when you're over here you
692
00:33:10,389 --> 00:33:14,200
have a few thousand users perhaps using
693
00:33:12,490 --> 00:33:16,240
an airlines reservation system or a
694
00:33:14,200 --> 00:33:20,230
banking system you can train a few
695
00:33:16,240 --> 00:33:23,860
thousand people there's a factor of a
696
00:33:20,230 --> 00:33:27,990
thousand between these two panels so
697
00:33:23,860 --> 00:33:30,250
millions can't train millions of people
698
00:33:27,990 --> 00:33:32,889
over here there's another factor of a
699
00:33:30,250 --> 00:33:34,960
thousand because this intimate computer
700
00:33:32,889 --> 00:33:37,629
is a lot like a phone in fact it will
701
00:33:34,960 --> 00:33:40,570
have a phone in it so these are billions
702
00:33:37,629 --> 00:33:42,639
of people millions of people it put an
703
00:33:40,570 --> 00:33:46,960
enormous pressure on trying to
704
00:33:42,639 --> 00:33:49,600
understand what it would be like to
705
00:33:46,960 --> 00:33:51,309
actually get computers to do things and
706
00:33:49,600 --> 00:33:53,470
we realized that the big transition
707
00:33:51,309 --> 00:33:56,110
would have to go from being a command
708
00:33:53,470 --> 00:33:57,549
environment like a control panel of a
709
00:33:56,110 --> 00:34:01,389
nuclear reactor that's sort of what a
710
00:33:57,549 --> 00:34:04,360
3270 terminal is like to a learning
711
00:34:01,389 --> 00:34:06,070
environment that's what forced us to
712
00:34:04,360 --> 00:34:09,909
invent what is now called the the
713
00:34:06,070 --> 00:34:14,980
Macintosh style interface now what
714
00:34:09,909 --> 00:34:17,079
happens in the future here is something
715
00:34:14,980 --> 00:34:20,230
even more cataclysmic because this third
716
00:34:17,079 --> 00:34:23,619
panel is energized by pervasive
717
00:34:20,230 --> 00:34:27,010
networking think of the driving forces
718
00:34:23,619 --> 00:34:29,950
driving force for mainframe computers
719
00:34:27,010 --> 00:34:31,089
was actually business IBM didn't want to
720
00:34:29,950 --> 00:34:35,109
build them they wanted to stay in the
721
00:34:31,089 --> 00:34:37,149
punch card business was it was American
722
00:34:35,109 --> 00:34:40,599
business that forced IBM to become a big
723
00:34:37,149 --> 00:34:42,490
company driving force for the second
724
00:34:40,599 --> 00:34:44,109
frame was integrated circuits as we've
725
00:34:42,490 --> 00:34:45,369
been talking about in the driving force
726
00:34:44,109 --> 00:34:47,230
for this third
727
00:34:45,369 --> 00:34:50,710
frame is pervasive networking which is
728
00:34:47,230 --> 00:34:52,329
happening to us now this transition is
729
00:34:50,710 --> 00:34:55,690
going to be complete pretty much by the
730
00:34:52,329 --> 00:34:57,160
year 2000 billions of people are going
731
00:34:55,690 --> 00:35:02,079
to have to be there and so one way of
732
00:34:57,160 --> 00:35:06,279
thinking about this is here you have to
733
00:35:02,079 --> 00:35:08,259
train the user in this one the user
734
00:35:06,279 --> 00:35:10,869
interface teaches the user that's its
735
00:35:08,259 --> 00:35:13,690
main job and in this one the user
736
00:35:10,869 --> 00:35:15,339
interface learns from the user in other
737
00:35:13,690 --> 00:35:17,529
words it actively is trying to
738
00:35:15,339 --> 00:35:21,519
understand the user and what it's what
739
00:35:17,529 --> 00:35:23,470
it's trying to do so one way of thinking
740
00:35:21,519 --> 00:35:25,539
about this is the two ways that we've
741
00:35:23,470 --> 00:35:29,170
had of amplifying our reach have been
742
00:35:25,539 --> 00:35:31,900
tools Macintosh style interface is a
743
00:35:29,170 --> 00:35:34,599
tool based interface it's designed to
744
00:35:31,900 --> 00:35:37,240
work with hand and eye and the other way
745
00:35:34,599 --> 00:35:41,319
we're used to amplifying our reach is
746
00:35:37,240 --> 00:35:44,410
through agents agents are creatures that
747
00:35:41,319 --> 00:35:47,980
can take on our goal structure and carry
748
00:35:44,410 --> 00:35:49,630
out goals in our behalf and what's even
749
00:35:47,980 --> 00:35:53,430
stronger about agencies they can
750
00:35:49,630 --> 00:35:56,980
transmit your goals to other agents
751
00:35:53,430 --> 00:35:59,200
imagine how powerful that is some person
752
00:35:56,980 --> 00:36:01,690
has a few ideas in the middle-east 2000
753
00:35:59,200 --> 00:36:04,660
years ago gets 12 agents to be
754
00:36:01,690 --> 00:36:08,680
interested in it and half the half the
755
00:36:04,660 --> 00:36:12,460
earth is now interested in those same
756
00:36:08,680 --> 00:36:15,999
ideas that's the power of agents over
757
00:36:12,460 --> 00:36:17,200
tools so one of the big transitions
758
00:36:15,999 --> 00:36:20,230
that's going to happen in the next five
759
00:36:17,200 --> 00:36:21,989
years will be the transition from tool
760
00:36:20,230 --> 00:36:28,869
based interfaces which we've just
761
00:36:21,989 --> 00:36:31,599
transitioned into to this softer more
762
00:36:28,869 --> 00:36:34,289
dynamic way of doing things that that
763
00:36:31,599 --> 00:36:37,660
networks are going to force us into
764
00:36:34,289 --> 00:36:43,180
integration of information it's usually
765
00:36:37,660 --> 00:36:45,730
done painfully with files using
766
00:36:43,180 --> 00:36:48,549
relational databases it's it's
767
00:36:45,730 --> 00:36:53,079
incredible to me that after more than 20
768
00:36:48,549 --> 00:36:55,239
years almost 25 years now the less than
769
00:36:53,079 --> 00:36:57,910
half of the databases in America's
770
00:36:55,239 --> 00:37:01,049
fortune 500 companies are relational
771
00:36:57,910 --> 00:37:03,910
I'm sure everybody is aware of that it's
772
00:37:01,049 --> 00:37:08,770
unbelievable most of them are still flat
773
00:37:03,910 --> 00:37:11,319
files and cut and paste in the Macintosh
774
00:37:08,770 --> 00:37:12,789
and then to active components and if we
775
00:37:11,319 --> 00:37:14,890
have time we can talk a little bit more
776
00:37:12,789 --> 00:37:18,400
about that as you go to more and more
777
00:37:14,890 --> 00:37:19,930
complex systems the parts of things have
778
00:37:18,400 --> 00:37:24,240
to take more and more of the initiative
779
00:37:19,930 --> 00:37:26,500
for the linking what kind of software
780
00:37:24,240 --> 00:37:28,869
airline reservation system in
781
00:37:26,500 --> 00:37:30,640
institutional generic tool like a
782
00:37:28,869 --> 00:37:33,369
spreadsheet or a word processor or
783
00:37:30,640 --> 00:37:35,079
desktop publishing system because you
784
00:37:33,369 --> 00:37:36,970
have millions of people buying them the
785
00:37:35,079 --> 00:37:40,049
users have to complete the application
786
00:37:36,970 --> 00:37:45,539
in order to use it and in the future
787
00:37:40,049 --> 00:37:48,400
most of the applications in business
788
00:37:45,539 --> 00:37:50,890
will be done by the end users now it
789
00:37:48,400 --> 00:37:52,480
happens that today in the fortune 500
790
00:37:50,890 --> 00:37:56,020
companies more than half of the
791
00:37:52,480 --> 00:37:58,240
applications that are used in Fortune
792
00:37:56,020 --> 00:38:00,690
500 companies today are done by the end
793
00:37:58,240 --> 00:38:04,089
users not by the IT organization
794
00:38:00,690 --> 00:38:07,329
spreadsheets are the big culprit IT
795
00:38:04,089 --> 00:38:09,400
organizations hate them because they are
796
00:38:07,329 --> 00:38:12,309
and personal computers because they have
797
00:38:09,400 --> 00:38:14,710
to give up control but in fact there is
798
00:38:12,309 --> 00:38:17,049
a way of leveraging the productivity of
799
00:38:14,710 --> 00:38:21,490
users and we'll talk about that a little
800
00:38:17,049 --> 00:38:23,410
bit later each of these 3 belief systems
801
00:38:21,490 --> 00:38:26,920
has a different way of wanting to be
802
00:38:23,410 --> 00:38:30,039
programmed data structures and
803
00:38:26,920 --> 00:38:30,730
procedures are an extremely weak way of
804
00:38:30,039 --> 00:38:33,910
doing things
805
00:38:30,730 --> 00:38:35,470
this is COBOL and see one of the
806
00:38:33,910 --> 00:38:37,569
problems is if you send a data structure
807
00:38:35,470 --> 00:38:39,760
a thousand miles between point a and
808
00:38:37,569 --> 00:38:42,670
point B you pretty much have to matter
809
00:38:39,760 --> 00:38:46,059
transmit a programmer along with it in
810
00:38:42,670 --> 00:38:47,260
order for people to use it the reason is
811
00:38:46,059 --> 00:38:52,029
is that the data structures themselves
812
00:38:47,260 --> 00:38:54,690
are dumb dead things that don't know how
813
00:38:52,029 --> 00:38:57,279
they should be used so objects
814
00:38:54,690 --> 00:38:59,109
particularly at Xerox PARC were invented
815
00:38:57,279 --> 00:39:01,359
so that when you transmit something from
816
00:38:59,109 --> 00:39:03,880
A to B you're also transmitting the
817
00:39:01,359 --> 00:39:06,010
knowledge of how to have how to use it
818
00:39:03,880 --> 00:39:08,430
so the amount of code you have to write
819
00:39:06,010 --> 00:39:10,569
at the other end is very minimal and
820
00:39:08,430 --> 00:39:11,440
networks are going to force a completely
821
00:39:10,569 --> 00:39:12,940
different kind of
822
00:39:11,440 --> 00:39:16,650
jamming paradigm that we call agent
823
00:39:12,940 --> 00:39:22,900
oriented just to give you an idea of
824
00:39:16,650 --> 00:39:25,800
this is about maybe 50 years old to go
825
00:39:22,900 --> 00:39:31,720
back to Von Neumanns original design
826
00:39:25,800 --> 00:39:37,540
this is about 25 plus years old I did my
827
00:39:31,720 --> 00:39:39,790
first language in 67 this one is more
828
00:39:37,540 --> 00:39:41,980
than ten years old they've never heard
829
00:39:39,790 --> 00:39:44,619
of this stuff but in fact people have
830
00:39:41,980 --> 00:39:46,990
been working away in research labs
831
00:39:44,619 --> 00:39:49,180
because looking ahead we could see that
832
00:39:46,990 --> 00:39:50,980
pervasive network was coming and we
833
00:39:49,180 --> 00:39:52,750
realized that classical objects could
834
00:39:50,980 --> 00:39:55,420
not be transmitted willy-nilly around
835
00:39:52,750 --> 00:39:57,819
the world and be able to be components
836
00:39:55,420 --> 00:39:59,530
of things without a lot of work that
837
00:39:57,819 --> 00:40:01,780
calls for a new way of thinking about
838
00:39:59,530 --> 00:40:05,609
programming and this agent oriented way
839
00:40:01,780 --> 00:40:05,609
is the way we think it will work
840
00:40:05,640 --> 00:40:09,730
analogy to architectures the Greeks were
841
00:40:08,109 --> 00:40:14,740
really smart but they never invented the
842
00:40:09,730 --> 00:40:18,609
arch so they were constrained to build
843
00:40:14,740 --> 00:40:19,750
rather small but beautiful temples if
844
00:40:18,609 --> 00:40:21,460
you want to build something bigger you
845
00:40:19,750 --> 00:40:24,490
have to have a different architectural
846
00:40:21,460 --> 00:40:26,440
principle the Gothic arch allowed
847
00:40:24,490 --> 00:40:28,770
cathedrals to be built that were 10
848
00:40:26,440 --> 00:40:31,030
times the size of the Greek temples
849
00:40:28,770 --> 00:40:33,940
interestingly enough there's only
850
00:40:31,030 --> 00:40:35,140
slightly more material in Chartres
851
00:40:33,940 --> 00:40:36,359
Cathedral than there was in the
852
00:40:35,140 --> 00:40:38,560
Parthenon
853
00:40:36,359 --> 00:40:42,760
all right because Gothic cathedrals are
854
00:40:38,560 --> 00:40:44,770
mostly air and windows and then geodesic
855
00:40:42,760 --> 00:40:47,619
domes using a completely different
856
00:40:44,770 --> 00:40:49,180
theory can you can make a geodesic dome
857
00:40:47,619 --> 00:40:51,490
that will go over all of the Gothic
858
00:40:49,180 --> 00:40:53,589
cathedrals made on earth using a
859
00:40:51,490 --> 00:40:55,329
different architecture the way we
860
00:40:53,589 --> 00:40:58,390
improve ourselves is by changing
861
00:40:55,329 --> 00:41:02,980
architectures we have the same IQ we had
862
00:40:58,390 --> 00:41:07,000
ten thousand years ago imagine having an
863
00:41:02,980 --> 00:41:10,070
IQ of 250 in the year 10,000 BC what
864
00:41:07,000 --> 00:41:13,880
could you do not a lot
865
00:41:10,070 --> 00:41:17,060
all right Leonardo probably had an IQ of
866
00:41:13,880 --> 00:41:19,310
250 he did a lot of drawings but he
867
00:41:17,060 --> 00:41:21,530
could hardly build anything because he
868
00:41:19,310 --> 00:41:23,810
wasn't in a place where he could
869
00:41:21,530 --> 00:41:26,360
leverage his IQ you leverage IQ with
870
00:41:23,810 --> 00:41:27,680
knowledge and architectures these are
871
00:41:26,360 --> 00:41:29,870
the thing most important things the
872
00:41:27,680 --> 00:41:32,510
human race comes up with our different
873
00:41:29,870 --> 00:41:34,310
ways of thinking about things that allow
874
00:41:32,510 --> 00:41:38,120
us to appear much smarter than we did
875
00:41:34,310 --> 00:41:39,650
years ago so here's a my favorite
876
00:41:38,120 --> 00:41:43,520
metaphor for the future Nicholas
877
00:41:39,650 --> 00:41:45,040
Negroponte II said once we'll know it's
878
00:41:43,520 --> 00:41:47,870
the future when my left cufflink
879
00:41:45,040 --> 00:41:53,090
communicates with my right cuff link via
880
00:41:47,870 --> 00:41:56,840
satellite this sort of sums it all up
881
00:41:53,090 --> 00:42:02,060
now let me ask you do you think Nicholas
882
00:41:56,840 --> 00:42:04,430
was being facetious no in fact by the
883
00:42:02,060 --> 00:42:06,710
year 2000 you will be able to have a
884
00:42:04,430 --> 00:42:10,310
cuff link size thing that can go up to a
885
00:42:06,710 --> 00:42:12,320
satellite and come down you ever called
886
00:42:10,310 --> 00:42:15,290
at dinner if you have a cellular phone
887
00:42:12,320 --> 00:42:16,730
and your friend has one and you've
888
00:42:15,290 --> 00:42:19,520
talked to each other across the dinner
889
00:42:16,730 --> 00:42:20,960
table with your cellular phones do you
890
00:42:19,520 --> 00:42:27,130
have any idea of where the information
891
00:42:20,960 --> 00:42:31,400
is going in order to come back okay so
892
00:42:27,130 --> 00:42:33,470
this is a way of thinking about I like
893
00:42:31,400 --> 00:42:37,400
this one because it's so so you tray
894
00:42:33,470 --> 00:42:39,440
it's very Nicolas like it's so tray that
895
00:42:37,400 --> 00:42:41,840
it gets people thinking about wow this
896
00:42:39,440 --> 00:42:46,910
is not the computing I thought we were
897
00:42:41,840 --> 00:42:49,730
doing so particularly the future is easy
898
00:42:46,910 --> 00:42:51,380
it hasn't changed in 20 years that's the
899
00:42:49,730 --> 00:42:53,630
number one thing you have to understand
900
00:42:51,380 --> 00:42:56,000
it takes so long to get this stuff out
901
00:42:53,630 --> 00:42:58,280
of labs it takes even longer to convince
902
00:42:56,000 --> 00:43:00,860
venture capitalists and other people to
903
00:42:58,280 --> 00:43:02,570
support it every technology that's going
904
00:43:00,860 --> 00:43:06,140
to affect you in the next 10 years is
905
00:43:02,570 --> 00:43:07,790
already in somebody's lap so one of
906
00:43:06,140 --> 00:43:10,280
things you have to ask yourself do you
907
00:43:07,790 --> 00:43:12,920
pay somebody even half time to go around
908
00:43:10,280 --> 00:43:16,370
and visit the 40 or so labs in the world
909
00:43:12,920 --> 00:43:17,060
that count probably not so how do you
910
00:43:16,370 --> 00:43:19,579
know you're gonna wait until
911
00:43:17,060 --> 00:43:21,229
Businessweek discovers it
912
00:43:19,579 --> 00:43:24,079
they don't understand half of these
913
00:43:21,229 --> 00:43:26,630
technologies most scientists like myself
914
00:43:24,079 --> 00:43:28,910
spend part of our time just visiting
915
00:43:26,630 --> 00:43:30,529
other people's research labs because we
916
00:43:28,910 --> 00:43:34,039
can't wait for journals to come out
917
00:43:30,529 --> 00:43:35,930
journals are always two years behind and
918
00:43:34,039 --> 00:43:38,209
so most of the stuff virtually
919
00:43:35,930 --> 00:43:40,609
everything that is going to affect you
920
00:43:38,209 --> 00:43:42,369
already exists in some demonstratable
921
00:43:40,609 --> 00:43:45,739
form and you should know about it
922
00:43:42,369 --> 00:43:47,599
because those are the actual tools that
923
00:43:45,739 --> 00:43:49,869
we are going to make it possible for you
924
00:43:47,599 --> 00:43:52,759
to build the future that you want okay
925
00:43:49,869 --> 00:43:57,650
now here comes so that was the uplifting
926
00:43:52,759 --> 00:43:59,900
part now the problem with this picture
927
00:43:57,650 --> 00:44:02,359
is that every time a technological
928
00:43:59,900 --> 00:44:03,859
advance comes along almost everybody
929
00:44:02,359 --> 00:44:05,630
tries to automate all of their old
930
00:44:03,859 --> 00:44:06,430
processes we've already talked about
931
00:44:05,630 --> 00:44:08,719
that
932
00:44:06,430 --> 00:44:11,209
that is not the way to do it because
933
00:44:08,719 --> 00:44:13,700
often the technology is not even as good
934
00:44:11,209 --> 00:44:15,739
as the old technology when it starts
935
00:44:13,700 --> 00:44:19,759
automating ever tried to read a couple
936
00:44:15,739 --> 00:44:22,069
of paragraphs off of CRT I think CRTs
937
00:44:19,759 --> 00:44:25,670
are good at automating what books do
938
00:44:22,069 --> 00:44:27,559
they're terrible so what you have to do
939
00:44:25,670 --> 00:44:30,499
is ask Ivan Sutherlands question which
940
00:44:27,559 --> 00:44:32,239
is what else can it do you have to
941
00:44:30,499 --> 00:44:34,729
understand how to leverage the new
942
00:44:32,239 --> 00:44:36,469
properties of this technology that will
943
00:44:34,729 --> 00:44:40,190
lead to new processes in your business
944
00:44:36,469 --> 00:44:42,079
and unfortunately for everybody it's
945
00:44:40,190 --> 00:44:44,599
also going to have to require some
946
00:44:42,079 --> 00:44:47,019
learning on your part this is the thing
947
00:44:44,599 --> 00:44:50,059
that humans hate especially Americans
948
00:44:47,019 --> 00:44:52,930
schools teach us to treat classes as
949
00:44:50,059 --> 00:44:56,420
vaccinations against dread diseases
950
00:44:52,930 --> 00:44:58,130
right remember saying thank God I'm done
951
00:44:56,420 --> 00:45:00,349
with that class I never have to take it
952
00:44:58,130 --> 00:45:03,019
again this is like getting a smallpox
953
00:45:00,349 --> 00:45:06,079
shot thank God I'm done with that
954
00:45:03,019 --> 00:45:07,670
vaccination now I'm safe I never have to
955
00:45:06,079 --> 00:45:09,049
learn anything yet the problem is it
956
00:45:07,670 --> 00:45:11,150
doesn't work like that anymore
957
00:45:09,049 --> 00:45:13,219
in order to leverage the new we have to
958
00:45:11,150 --> 00:45:14,449
learn what the new is in order to do
959
00:45:13,219 --> 00:45:15,430
that we have to understand how the mind
960
00:45:14,449 --> 00:45:18,049
works
961
00:45:15,430 --> 00:45:19,489
my favorite saying in McLuhan's is I
962
00:45:18,049 --> 00:45:22,880
don't know who discovered water but it
963
00:45:19,489 --> 00:45:26,690
wasn't a fish this is our number one
964
00:45:22,880 --> 00:45:29,509
problem what he meant is that we exist
965
00:45:26,690 --> 00:45:31,219
in a goldfish bowl filled with water
966
00:45:29,509 --> 00:45:33,320
that we don't know exists and that water
967
00:45:31,219 --> 00:45:38,130
is called our beliefs
968
00:45:33,320 --> 00:45:40,350
to us we are in reality those people
969
00:45:38,130 --> 00:45:41,970
halfway across the world that think
970
00:45:40,350 --> 00:45:45,120
differently than we do have to be wrong
971
00:45:41,970 --> 00:45:47,310
and therefore we should kill them this
972
00:45:45,120 --> 00:45:49,950
is the way human beings work because
973
00:45:47,310 --> 00:45:53,370
we're not conscious that we don't live
974
00:45:49,950 --> 00:45:57,390
in reality we live in beliefs in fact we
975
00:45:53,370 --> 00:45:59,760
can't ever get to reality can't ever get
976
00:45:57,390 --> 00:46:02,610
to reality there is no reality that we
977
00:45:59,760 --> 00:46:06,060
can get to yeah beliefs and the beliefs
978
00:46:02,610 --> 00:46:08,250
can be good or bad Maps so this this
979
00:46:06,060 --> 00:46:09,990
image I think is perfect if you always
980
00:46:08,250 --> 00:46:12,030
think of yourself as being in a goldfish
981
00:46:09,990 --> 00:46:16,740
bowl you have to ask yourself what color
982
00:46:12,030 --> 00:46:18,590
water am i swimming in right now so one
983
00:46:16,740 --> 00:46:22,860
of the things that we do culturally is
984
00:46:18,590 --> 00:46:24,720
that we teach people are special
985
00:46:22,860 --> 00:46:26,370
goldfish bowls so we have like a
986
00:46:24,720 --> 00:46:31,070
different goldfish bowl and people in
987
00:46:26,370 --> 00:46:31,070
India do or people in Lebanon
988
00:46:34,120 --> 00:46:38,380
okay now take a look at this face upside
989
00:46:36,400 --> 00:46:41,070
down face and see if you can see ting
990
00:46:38,380 --> 00:46:45,130
interesting about it
991
00:46:41,070 --> 00:46:49,720
who's got what do you think the mouth is
992
00:46:45,130 --> 00:46:56,080
what mouth is upside down see anything
993
00:46:49,720 --> 00:46:57,520
else about the picture okay let's let's
994
00:46:56,080 --> 00:46:59,620
pretend we're in a typical American
995
00:46:57,520 --> 00:47:02,640
school or let's say a Wells Fargo
996
00:46:59,620 --> 00:47:06,010
training center
997
00:47:02,640 --> 00:47:10,950
okay the dominant belief in school is
998
00:47:06,010 --> 00:47:14,140
that knowledge is a fluid and the way we
999
00:47:10,950 --> 00:47:16,240
teach it is we transfer drop by drop
1000
00:47:14,140 --> 00:47:19,740
from the full student full teacher
1001
00:47:16,240 --> 00:47:22,780
vessel to the empty student vessel okay
1002
00:47:19,740 --> 00:47:24,160
that fluid is in terms of a language
1003
00:47:22,780 --> 00:47:26,530
like English so let me give you a
1004
00:47:24,160 --> 00:47:27,940
sentence about this picture what we've
1005
00:47:26,530 --> 00:47:31,690
done here is we've taken a picture of a
1006
00:47:27,940 --> 00:47:35,470
young girl extracted her mouth and her
1007
00:47:31,690 --> 00:47:36,790
eyes turn both of them upside down put
1008
00:47:35,470 --> 00:47:39,240
them back into the picture and then
1009
00:47:36,790 --> 00:47:43,030
turned the entire picture upside down
1010
00:47:39,240 --> 00:47:46,350
okay so now you should be quite prepared
1011
00:47:43,030 --> 00:47:46,350
for what it looks like right side up
1012
00:47:49,660 --> 00:47:53,720
now I'm going to turn this back because
1013
00:47:52,190 --> 00:48:00,440
I've discovered nobody will listen to me
1014
00:47:53,720 --> 00:48:02,240
when it's on the other way now you have
1015
00:48:00,440 --> 00:48:05,690
to realize I didn't give you any more
1016
00:48:02,240 --> 00:48:07,430
information the second time right what I
1017
00:48:05,690 --> 00:48:09,200
described in that sentence was exactly
1018
00:48:07,430 --> 00:48:11,329
what you saw and yet you had a reaction
1019
00:48:09,200 --> 00:48:13,490
on the second picture you didn't have
1020
00:48:11,329 --> 00:48:21,099
one on the first who knows what that
1021
00:48:13,490 --> 00:48:21,099
means who's got a theory don't be shy
1022
00:48:21,339 --> 00:48:32,930
why is it worth it why is it worth a
1023
00:48:23,569 --> 00:48:35,230
thousand words because but why yeah but
1024
00:48:32,930 --> 00:48:37,460
why why couldn't you
1025
00:48:35,230 --> 00:48:43,000
why couldn't you picture what it was
1026
00:48:37,460 --> 00:48:47,119
going to look like from my words okay so
1027
00:48:43,000 --> 00:48:49,490
lots of different theory the real what
1028
00:48:47,119 --> 00:48:50,780
what is actually going on here and it's
1029
00:48:49,490 --> 00:48:52,339
been confirmed in a particularly
1030
00:48:50,780 --> 00:48:54,559
striking way as the last four or five
1031
00:48:52,339 --> 00:48:57,500
years is that when you're listening to
1032
00:48:54,559 --> 00:48:59,420
English sentences a part of your brain
1033
00:48:57,500 --> 00:49:04,460
over here and a part of your brain over
1034
00:48:59,420 --> 00:49:05,930
here is active okay and when you're
1035
00:49:04,460 --> 00:49:07,760
looking at pictures a part of your brain
1036
00:49:05,930 --> 00:49:12,619
back here and a part of your brain down
1037
00:49:07,760 --> 00:49:15,589
here particularly for faces is active so
1038
00:49:12,619 --> 00:49:17,059
you're thinking about words completely
1039
00:49:15,589 --> 00:49:18,950
differently and with a different set of
1040
00:49:17,059 --> 00:49:23,089
mechanisms than you're thinking about
1041
00:49:18,950 --> 00:49:24,920
pictures think about that this is why
1042
00:49:23,089 --> 00:49:26,930
McDonald's will never run a print ad
1043
00:49:24,920 --> 00:49:29,260
saying if you eat a McDonald's hamburger
1044
00:49:26,930 --> 00:49:32,779
you'll become a better-looking person
1045
00:49:29,260 --> 00:49:35,750
right because it's absurd in English but
1046
00:49:32,779 --> 00:49:40,069
what do they do they run ads with
1047
00:49:35,750 --> 00:49:42,680
gorgeous people holding hamburgers and a
1048
00:49:40,069 --> 00:49:44,690
different part of your brain a part of
1049
00:49:42,680 --> 00:49:46,490
your brain that remembers very well but
1050
00:49:44,690 --> 00:49:48,799
isn't so good at thinking makes the
1051
00:49:46,490 --> 00:49:51,230
inference the advertisers want them what
1052
00:49:48,799 --> 00:49:53,029
you want you to McLuhan was once asked
1053
00:49:51,230 --> 00:49:54,349
why don't you read psychology books and
1054
00:49:53,029 --> 00:49:56,750
he said well psychologists study white
1055
00:49:54,349 --> 00:49:58,279
rats he says I look to see what
1056
00:49:56,750 --> 00:50:01,299
advertisers are doing they're the ones
1057
00:49:58,279 --> 00:50:01,299
who are studying humans
1058
00:50:04,509 --> 00:50:09,769
this is why the Presidential Debates
1059
00:50:07,160 --> 00:50:12,529
which were three hours long a hundred
1060
00:50:09,769 --> 00:50:16,759
years ago are now two minutes on each
1061
00:50:12,529 --> 00:50:17,809
point on television right because there
1062
00:50:16,759 --> 00:50:21,529
is nothing to think about
1063
00:50:17,809 --> 00:50:23,059
from what television shows you and none
1064
00:50:21,529 --> 00:50:26,119
of the politicians want you to think
1065
00:50:23,059 --> 00:50:28,489
about any of the issues that's why they
1066
00:50:26,119 --> 00:50:29,989
come on television and you don't want to
1067
00:50:28,489 --> 00:50:34,900
think about the issues which is why you
1068
00:50:29,989 --> 00:50:39,859
watch them on television itself and I
1069
00:50:34,900 --> 00:50:43,309
there's an ni there's no one of us there
1070
00:50:39,859 --> 00:50:45,589
are actually lots of us in here thinking
1071
00:50:43,309 --> 00:50:47,679
different ways and most of the time
1072
00:50:45,589 --> 00:50:50,630
we're not aware of it at all
1073
00:50:47,679 --> 00:50:52,579
so Brenner was American psychologist who
1074
00:50:50,630 --> 00:50:55,339
studied this stuff he took a six year
1075
00:50:52,579 --> 00:50:57,529
old kid six year old kids when you pour
1076
00:50:55,339 --> 00:50:59,630
from a squat glass into a tall thin one
1077
00:50:57,529 --> 00:51:02,269
we'll say there's more water in the tall
1078
00:50:59,630 --> 00:51:04,309
thin glass because they're there in
1079
00:51:02,269 --> 00:51:07,640
what's called an iconic reasoning stage
1080
00:51:04,309 --> 00:51:11,029
and this is pretty constant from kid to
1081
00:51:07,640 --> 00:51:13,069
kid around age five or six then Brenner
1082
00:51:11,029 --> 00:51:14,359
did something interesting he's got a kid
1083
00:51:13,069 --> 00:51:16,189
who would say there's more water in the
1084
00:51:14,359 --> 00:51:18,739
tall glass and he covered up the tall
1085
00:51:16,189 --> 00:51:20,119
glass with cardboard and asked the
1086
00:51:18,739 --> 00:51:22,069
question again the kids say oh wait a
1087
00:51:20,119 --> 00:51:24,199
minute there can't be more water where
1088
00:51:22,069 --> 00:51:25,699
were to go where would it come from and
1089
00:51:24,199 --> 00:51:27,799
Brenner took the cardboard away and the
1090
00:51:25,699 --> 00:51:29,839
kid said no look there's more water and
1091
00:51:27,799 --> 00:51:31,819
Brenda put the cardboard back and the
1092
00:51:29,839 --> 00:51:33,079
kid changed his mind again so if you
1093
00:51:31,819 --> 00:51:35,529
have any six-year-olds you'd like to
1094
00:51:33,079 --> 00:51:35,529
torment
1095
00:51:39,470 --> 00:51:47,910
okay what was Brenner exploring who's
1096
00:51:42,809 --> 00:51:50,819
got a theory yeah
1097
00:51:47,910 --> 00:51:56,039
visual versus language visual versus
1098
00:51:50,819 --> 00:51:59,700
symbolic so he said you know there are
1099
00:51:56,039 --> 00:52:01,249
at least three ways we have of knowing
1100
00:51:59,700 --> 00:52:03,539
about the world and probably a lot more
1101
00:52:01,249 --> 00:52:05,460
how many people here have ever
1102
00:52:03,539 --> 00:52:07,109
remembered a route better when they were
1103
00:52:05,460 --> 00:52:17,940
driving the car versus when they were a
1104
00:52:07,109 --> 00:52:21,299
passenger why huh yeah we have a
1105
00:52:17,940 --> 00:52:22,829
kinesthetic mentality this is the one if
1106
00:52:21,299 --> 00:52:24,150
you're a musician you know much a lot
1107
00:52:22,829 --> 00:52:25,739
about this one this is the one that you
1108
00:52:24,150 --> 00:52:29,460
have to get it this is the one that
1109
00:52:25,739 --> 00:52:31,470
learns how to ride the bike so we have
1110
00:52:29,460 --> 00:52:32,940
that's a completely separate one that's
1111
00:52:31,470 --> 00:52:35,180
why you can't just watch somebody
1112
00:52:32,940 --> 00:52:37,019
playing a sport and go out and do it
1113
00:52:35,180 --> 00:52:40,470
it's in a different part of the brain
1114
00:52:37,019 --> 00:52:44,160
it's in a different set of symbols we
1115
00:52:40,470 --> 00:52:46,170
have a visual mentality one of its great
1116
00:52:44,160 --> 00:52:48,299
tricks is how many people here now admit
1117
00:52:46,170 --> 00:52:51,079
it I'll admit it how many people click
1118
00:52:48,299 --> 00:52:51,079
through channels
1119
00:52:51,570 --> 00:52:55,720
how many people here have ever clicked
1120
00:52:53,980 --> 00:52:58,990
into the middle of a movie they haven't
1121
00:52:55,720 --> 00:53:03,490
seen for 20 years how long did it take
1122
00:52:58,990 --> 00:53:07,570
you to recognize that movie a couple of
1123
00:53:03,490 --> 00:53:14,080
seconds think about that now compared to
1124
00:53:07,570 --> 00:53:16,690
school twenty years ago you were with a
1125
00:53:14,080 --> 00:53:18,130
significant other most likely you did
1126
00:53:16,690 --> 00:53:20,920
not have your mind on the movie
1127
00:53:18,130 --> 00:53:24,640
particularly didn't know you're going to
1128
00:53:20,920 --> 00:53:26,820
be tested 20 years later the test was
1129
00:53:24,640 --> 00:53:30,570
random into the center of the thing and
1130
00:53:26,820 --> 00:53:32,740
yet within about 50 frames your visual
1131
00:53:30,570 --> 00:53:34,900
mentality had retrieved that you'd seen
1132
00:53:32,740 --> 00:53:36,130
it before and about half of the time in
1133
00:53:34,900 --> 00:53:37,950
tests that have been done people
1134
00:53:36,130 --> 00:53:40,270
remember what's going to happen next
1135
00:53:37,950 --> 00:53:42,730
think about this in the context of your
1136
00:53:40,270 --> 00:53:47,619
entire life and think of why there are
1137
00:53:42,730 --> 00:53:50,080
icons on a user interface if you put
1138
00:53:47,619 --> 00:53:52,030
pictures of animals up on the wall you
1139
00:53:50,080 --> 00:53:55,990
can find the elephant four times faster
1140
00:53:52,030 --> 00:53:58,990
than pic then words for the animals and
1141
00:53:55,990 --> 00:54:01,540
here's a beautiful one if you put boxes
1142
00:53:58,990 --> 00:54:05,020
around the words you can find the word
1143
00:54:01,540 --> 00:54:09,480
elephant twice as fast then if there
1144
00:54:05,020 --> 00:54:09,480
isn't a box there why
1145
00:54:15,710 --> 00:54:22,309
yeah but basically what happens is the
1146
00:54:17,780 --> 00:54:23,930
Box icon eise's the word the words are
1147
00:54:22,309 --> 00:54:26,059
actually perceived in a different place
1148
00:54:23,930 --> 00:54:30,380
in your brain then then images that
1149
00:54:26,059 --> 00:54:33,770
aren't words see why am I am I telling
1150
00:54:30,380 --> 00:54:37,250
you this stuff because the world is not
1151
00:54:33,770 --> 00:54:39,619
as it seems right we go from day to day
1152
00:54:37,250 --> 00:54:43,910
from moment to moment thinking that
1153
00:54:39,619 --> 00:54:46,099
what's out there is reality it isn't all
1154
00:54:43,910 --> 00:54:48,260
it is is interpretations by that three
1155
00:54:46,099 --> 00:54:52,160
pounds of oatmeal we've got between our
1156
00:54:48,260 --> 00:54:55,300
ears and that three pounds of oatmeal
1157
00:54:52,160 --> 00:54:58,849
can be taught to perceive things any way
1158
00:54:55,300 --> 00:55:01,790
the culture chooses let's look at
1159
00:54:58,849 --> 00:55:05,630
creativity for a second here we are
1160
00:55:01,790 --> 00:55:06,940
plotting along in the pink context you
1161
00:55:05,630 --> 00:55:10,579
can think of this is a goldfish bowl
1162
00:55:06,940 --> 00:55:11,930
we're in a goldfish bowl and when
1163
00:55:10,579 --> 00:55:13,119
somebody wants us to do something the
1164
00:55:11,930 --> 00:55:15,349
best thing we can think of is
1165
00:55:13,119 --> 00:55:18,380
extrapolation or if going from A to B
1166
00:55:15,349 --> 00:55:20,660
problem solving so it's very hard to be
1167
00:55:18,380 --> 00:55:23,540
creative when you stay inside the
1168
00:55:20,660 --> 00:55:26,059
goldfish bowl moments of creativity
1169
00:55:23,540 --> 00:55:29,270
happen when something happens oh yeah
1170
00:55:26,059 --> 00:55:33,290
here's a good example is if you take
1171
00:55:29,270 --> 00:55:37,160
frogs and paralyze their food with a
1172
00:55:33,290 --> 00:55:41,240
little chloroform flies the frog will
1173
00:55:37,160 --> 00:55:44,329
not eat them the Frog cannot see flies
1174
00:55:41,240 --> 00:55:46,430
that aren't moving that's incredible
1175
00:55:44,329 --> 00:55:51,140
but it will try and eat little oblong
1176
00:55:46,430 --> 00:55:52,819
shapes of cardboard that are moving this
1177
00:55:51,140 --> 00:55:54,859
cyan't we scientists love this one
1178
00:55:52,819 --> 00:55:56,630
because we we think of the you know the
1179
00:55:54,859 --> 00:55:58,250
ideas they're all around us if you think
1180
00:55:56,630 --> 00:56:02,240
of the Flies as I did we just can't see
1181
00:55:58,250 --> 00:56:03,799
them they're just there all the time we
1182
00:56:02,240 --> 00:56:06,170
can't see my nervous system won't let us
1183
00:56:03,799 --> 00:56:10,970
do it we're keep on snapping at pieces
1184
00:56:06,170 --> 00:56:13,130
of cardboard but then something great
1185
00:56:10,970 --> 00:56:16,700
happens something makes us look at the
1186
00:56:13,130 --> 00:56:19,460
idea in a different way and bingo we
1187
00:56:16,700 --> 00:56:22,490
have an idea this is why I say terrific
1188
00:56:19,460 --> 00:56:24,650
ideas usually hide behind good ones good
1189
00:56:22,490 --> 00:56:26,420
ones are the ones that you get by logic
1190
00:56:24,650 --> 00:56:28,460
in the same context you're improving
1191
00:56:26,420 --> 00:56:29,000
something this is what engineers like to
1192
00:56:28,460 --> 00:56:30,560
do
1193
00:56:29,000 --> 00:56:34,760
take something it already exists and
1194
00:56:30,560 --> 00:56:36,470
make it better okay you want to get a
1195
00:56:34,760 --> 00:56:39,050
completely new idea you have to have a
1196
00:56:36,470 --> 00:56:41,990
bingo and this bingo operates in
1197
00:56:39,050 --> 00:56:44,060
different areas so Arthur Kessler said
1198
00:56:41,990 --> 00:56:46,460
you know if you're telling a joke this
1199
00:56:44,060 --> 00:56:48,410
is a joke isn't it the joke takes you
1200
00:56:46,460 --> 00:56:50,720
down one path and suddenly reveals
1201
00:56:48,410 --> 00:56:52,460
you're in another context so if it's a
1202
00:56:50,720 --> 00:56:56,840
joke you laugh out loud and sometimes
1203
00:56:52,460 --> 00:56:59,210
you do in science as well science it's
1204
00:56:56,840 --> 00:57:02,390
in humorous ha-ha and science it's a ha
1205
00:56:59,210 --> 00:57:05,450
and an art it's aa because each one of
1206
00:57:02,390 --> 00:57:07,130
these things is designed and is set up
1207
00:57:05,450 --> 00:57:10,280
to take you from the context you're in
1208
00:57:07,130 --> 00:57:14,330
to another context you ever thought of
1209
00:57:10,280 --> 00:57:16,070
having art classes at Wells Fargo ever
1210
00:57:14,330 --> 00:57:20,210
thought of having art classes for your
1211
00:57:16,070 --> 00:57:24,190
kids in school after prop 13 ever wonder
1212
00:57:20,210 --> 00:57:24,190
why people are dull and boring
1213
00:57:32,350 --> 00:57:39,800
yeah aha
1214
00:57:35,530 --> 00:57:41,210
that's the whole point of this talk so
1215
00:57:39,800 --> 00:57:42,620
if we look at Kessler's way of looking
1216
00:57:41,210 --> 00:57:45,170
at things general education is
1217
00:57:42,620 --> 00:57:47,810
incredibly important all that stuff that
1218
00:57:45,170 --> 00:57:50,630
is non pragmatic is actually what we
1219
00:57:47,810 --> 00:57:53,630
need to be creative the reason is that
1220
00:57:50,630 --> 00:57:56,120
if we know lots of things and we're sort
1221
00:57:53,630 --> 00:57:57,740
of meandering our way in the pink
1222
00:57:56,120 --> 00:58:01,040
context where I can we usually are just
1223
00:57:57,740 --> 00:58:03,080
our subconscious mind makes little
1224
00:58:01,040 --> 00:58:06,350
ripples into these other things that we
1225
00:58:03,080 --> 00:58:07,850
know it's like a little ripple into the
1226
00:58:06,350 --> 00:58:09,650
blue context for a second and then
1227
00:58:07,850 --> 00:58:11,300
flashing back out because the the pink
1228
00:58:09,650 --> 00:58:12,890
context said oh no that's not what we're
1229
00:58:11,300 --> 00:58:15,170
talking about so these little
1230
00:58:12,890 --> 00:58:17,240
distractions that are going on people
1231
00:58:15,170 --> 00:58:21,680
who are good creative thinkers know how
1232
00:58:17,240 --> 00:58:23,270
to make those distractions appear they
1233
00:58:21,680 --> 00:58:26,410
get them out of their subconscious and
1234
00:58:23,270 --> 00:58:29,810
can make them explode into these ideas
1235
00:58:26,410 --> 00:58:34,310
the more you know the more context you
1236
00:58:29,810 --> 00:58:38,120
have to change from the way you're
1237
00:58:34,310 --> 00:58:38,720
thinking into some new way here's
1238
00:58:38,120 --> 00:58:41,950
another problem
1239
00:58:38,720 --> 00:58:44,210
I love frogs they're just the best
1240
00:58:41,950 --> 00:58:47,990
example we probably all of us had front
1241
00:58:44,210 --> 00:58:50,240
have frog blood in us there's another
1242
00:58:47,990 --> 00:58:51,770
thing you can do with a frog you can put
1243
00:58:50,240 --> 00:58:55,430
it in a pot of water and turn on the
1244
00:58:51,770 --> 00:58:58,010
heat really low and that frogs nervous
1245
00:58:55,430 --> 00:59:00,560
system is not set up to detect absolute
1246
00:58:58,010 --> 00:59:04,070
temperature so it will never climb out
1247
00:59:00,560 --> 00:59:07,880
of the pot you'll just sit there and
1248
00:59:04,070 --> 00:59:09,290
gradually boil now the Frog the previous
1249
00:59:07,880 --> 00:59:12,840
frog with the Flies I think of as
1250
00:59:09,290 --> 00:59:16,869
science this one I think of his business
1251
00:59:12,840 --> 00:59:16,869
[Laughter]
1252
00:59:18,330 --> 00:59:24,610
let's be really careful and deliberate
1253
00:59:22,240 --> 00:59:33,580
and we'll really think this out and
1254
00:59:24,610 --> 00:59:35,830
meanwhile okay here's for about a
1255
00:59:33,580 --> 00:59:42,010
hundred thousand years ago here are some
1256
00:59:35,830 --> 00:59:44,770
hand axes so here's here's one of the
1257
00:59:42,010 --> 00:59:48,700
earliest tools that humans used you
1258
00:59:44,770 --> 00:59:51,250
notice it has a flaw in the design when
1259
00:59:48,700 --> 00:59:54,220
you pound on it this goes into your palm
1260
00:59:51,250 --> 00:59:57,100
you pound on it it pounds back into your
1261
00:59:54,220 --> 00:59:58,750
palm and later on they made an
1262
00:59:57,100 --> 01:00:00,790
improvement is they flattened out this
1263
00:59:58,750 --> 01:00:03,550
part so when you pound on it it wouldn't
1264
01:00:00,790 --> 01:00:05,380
pound back into your palm and the thing
1265
01:00:03,550 --> 01:00:07,570
I like especially about this is that the
1266
01:00:05,380 --> 01:00:08,890
interval of time between the picture on
1267
01:00:07,570 --> 01:00:13,930
the left and the picture on the right is
1268
01:00:08,890 --> 01:00:15,310
about two hundred thousand years you can
1269
01:00:13,930 --> 01:00:16,840
imagine every once in a while somebody
1270
01:00:15,310 --> 01:00:18,160
in a village would say you know if we
1271
01:00:16,840 --> 01:00:21,780
just flattened this thing off and they
1272
01:00:18,160 --> 01:00:21,780
take this guy and burn him at the stake
1273
01:00:21,980 --> 01:00:32,400
going against tradition the way it's
1274
01:00:26,849 --> 01:00:33,750
always been done against reality because
1275
01:00:32,400 --> 01:00:34,680
the problem is that every time somebody
1276
01:00:33,750 --> 01:00:36,119
does something like this they're
1277
01:00:34,680 --> 01:00:38,160
actually violating somebody else's
1278
01:00:36,119 --> 01:00:39,990
notion of reality that is why people
1279
01:00:38,160 --> 01:00:42,089
hang on so much they're willing to do
1280
01:00:39,990 --> 01:00:45,539
almost anything rather than be pulled
1281
01:00:42,089 --> 01:00:48,119
out of what they're comfortable with so
1282
01:00:45,539 --> 01:00:52,190
basically what we are today are cave
1283
01:00:48,119 --> 01:00:52,190
people with briefcases
1284
01:00:53,509 --> 01:00:59,400
we're the same genetically as we were a
1285
01:00:56,099 --> 01:01:01,559
hundred thousand years ago but instead
1286
01:00:59,400 --> 01:01:04,559
of being able to learn our culture by
1287
01:01:01,559 --> 01:01:06,059
age 7 or 8 and then committing to it for
1288
01:01:04,559 --> 01:01:08,039
the rest of our life we actually have
1289
01:01:06,059 --> 01:01:12,569
major changes every three or four years
1290
01:01:08,039 --> 01:01:14,609
this is what is screwing us up and when
1291
01:01:12,569 --> 01:01:18,950
a crisis comes along how do we do it we
1292
01:01:14,609 --> 01:01:21,269
use our guts one of my favorite things
1293
01:01:18,950 --> 01:01:22,559
in the paper a couple of days ago in the
1294
01:01:21,269 --> 01:01:27,990
New York Times maybe you saw in the
1295
01:01:22,559 --> 01:01:31,769
business section it said the Fed uses
1296
01:01:27,990 --> 01:01:35,339
its instinct to set the the interest
1297
01:01:31,769 --> 01:01:37,680
rate they said we use our instinct to
1298
01:01:35,339 --> 01:01:39,750
set the ants they're talking about an
1299
01:01:37,680 --> 01:01:40,920
economy with millions and millions of
1300
01:01:39,750 --> 01:01:45,359
different parts and they're trying to
1301
01:01:40,920 --> 01:01:47,730
use their instinct yeah this is like
1302
01:01:45,359 --> 01:01:50,220
voodoo
1303
01:01:47,730 --> 01:01:51,480
another one I saw today and the USA
1304
01:01:50,220 --> 01:01:54,930
Today was good there was a spokesman
1305
01:01:51,480 --> 01:01:57,150
from the tobacco Institute saying they
1306
01:01:54,930 --> 01:01:59,369
did a survey that showed that many more
1307
01:01:57,150 --> 01:02:01,049
people in America knew that cigarette
1308
01:01:59,369 --> 01:02:03,059
smoking was dangerous to their health
1309
01:02:01,049 --> 01:02:06,180
than new who gave the Sermon on the
1310
01:02:03,059 --> 01:02:07,680
Mount it's only one in three knew it was
1311
01:02:06,180 --> 01:02:10,410
Jesus that gave the Sermon on the Mount
1312
01:02:07,680 --> 01:02:12,450
but 80 percent of the people in America
1313
01:02:10,410 --> 01:02:16,859
and almost everybody who smoked knew it
1314
01:02:12,450 --> 01:02:18,900
was dangerous so why don't they quit my
1315
01:02:16,859 --> 01:02:21,690
cardiologist I talked to a couple of
1316
01:02:18,900 --> 01:02:26,369
months ago said 300,000 Americans will
1317
01:02:21,690 --> 01:02:28,589
die this year from cardiovascular
1318
01:02:26,369 --> 01:02:30,569
disease that was easily preventable by
1319
01:02:28,589 --> 01:02:31,980
just changing that we're told by their
1320
01:02:30,569 --> 01:02:34,680
doctors that all I had to do is change
1321
01:02:31,980 --> 01:02:37,319
their diet and exercise patterns why not
1322
01:02:34,680 --> 01:02:39,089
they quit the reason is our nervous
1323
01:02:37,319 --> 01:02:41,400
system is not set up to be interested in
1324
01:02:39,089 --> 01:02:44,490
long-term events it's set up to be wary
1325
01:02:41,400 --> 01:02:47,490
of saber-tooth Tigers we love short
1326
01:02:44,490 --> 01:02:51,390
quick remember Jessica McClure little
1327
01:02:47,490 --> 01:02:52,980
girl in the well in Texas 58 hours she
1328
01:02:51,390 --> 01:02:54,510
was in there and many Americans watch
1329
01:02:52,980 --> 01:02:56,940
that almost continuously see what
1330
01:02:54,510 --> 01:02:59,040
happened during those 58 hours a hundred
1331
01:02:56,940 --> 01:03:03,079
and five thousand children in the world
1332
01:02:59,040 --> 01:03:09,359
died from preventable causes every year
1333
01:03:03,079 --> 01:03:10,950
in 94 in 93 there's a holocaust worth of
1334
01:03:09,359 --> 01:03:14,970
children dying from preventable causes
1335
01:03:10,950 --> 01:03:17,160
10 million dying from starvation and
1336
01:03:14,970 --> 01:03:19,410
dehydration and so forth we can't even
1337
01:03:17,160 --> 01:03:21,299
deal with it we can't imagine it and so
1338
01:03:19,410 --> 01:03:24,270
we fastened on to one little girl in a
1339
01:03:21,299 --> 01:03:25,579
well who wasn't even hurt right this is
1340
01:03:24,270 --> 01:03:29,270
nuts
1341
01:03:25,579 --> 01:03:29,270
this is not sane
1342
01:03:33,000 --> 01:03:41,490
our mind is tiny we look at an epidemic
1343
01:03:37,470 --> 01:03:46,380
when it's starting off through a little
1344
01:03:41,490 --> 01:03:48,960
keyhole you see nothing that's what
1345
01:03:46,380 --> 01:03:52,530
happened when aids was announced every
1346
01:03:48,960 --> 01:03:56,520
scientist in this country knew that if
1347
01:03:52,530 --> 01:03:59,400
you have a disease that is contagious
1348
01:03:56,520 --> 01:04:02,970
fatal and you don't have a cure you have
1349
01:03:59,400 --> 01:04:05,730
one of these guys but nobody could see
1350
01:04:02,970 --> 01:04:06,840
it and so nobody did anything you know
1351
01:04:05,730 --> 01:04:10,440
many people are going to die in Africa
1352
01:04:06,840 --> 01:04:13,109
in the next 12 years 35 million young
1353
01:04:10,440 --> 01:04:14,130
Vinney in the Pacific Rim 42 million
1354
01:04:13,109 --> 01:04:16,619
according to the World Health
1355
01:04:14,130 --> 01:04:19,950
Organization they're politicians still
1356
01:04:16,619 --> 01:04:24,990
don't get it because nobody is dying
1357
01:04:19,950 --> 01:04:27,599
like that now we can't use our common
1358
01:04:24,990 --> 01:04:29,609
sense to deal with the complexity of the
1359
01:04:27,599 --> 01:04:31,349
world that are in today we have to use
1360
01:04:29,609 --> 01:04:35,340
something beyond common sense we have to
1361
01:04:31,349 --> 01:04:37,320
use symbolic models of the world because
1362
01:04:35,340 --> 01:04:40,950
we have to do something before we just
1363
01:04:37,320 --> 01:04:44,580
walk off the cliff so the whole whole
1364
01:04:40,950 --> 01:04:47,460
problem that I'm talking about here has
1365
01:04:44,580 --> 01:04:50,010
to do with dealing with things that are
1366
01:04:47,460 --> 01:04:53,280
more complex than our common sense was
1367
01:04:50,010 --> 01:04:55,710
set up for problem solving which is what
1368
01:04:53,280 --> 01:04:58,680
these teach in school is a terrible way
1369
01:04:55,710 --> 01:05:00,990
of getting ahead mosquitoes
1370
01:04:58,680 --> 01:05:02,940
solve it with DDT wind up with more
1371
01:05:00,990 --> 01:05:04,170
mosquitoes because you're not just
1372
01:05:02,940 --> 01:05:07,040
working with mosquitoes you're working
1373
01:05:04,170 --> 01:05:09,240
with an ecology the DDT kills the fish
1374
01:05:07,040 --> 01:05:11,130
mosquitoes breed faster than the fish
1375
01:05:09,240 --> 01:05:13,109
the mosquitoes breed resistant strains
1376
01:05:11,130 --> 01:05:15,119
faster than the fish you wind up with
1377
01:05:13,109 --> 01:05:17,339
less fish and they were eating most of
1378
01:05:15,119 --> 01:05:18,630
the larvae of the mosquitoes and all of
1379
01:05:17,339 --> 01:05:20,580
a sudden you have more mosquitoes and
1380
01:05:18,630 --> 01:05:23,220
the DDT doesn't work anymore this is
1381
01:05:20,580 --> 01:05:25,980
what happens time after time because the
1382
01:05:23,220 --> 01:05:27,359
truth is is that we're involved in very
1383
01:05:25,980 --> 01:05:29,250
complex systems and you should be aware
1384
01:05:27,359 --> 01:05:33,690
of this I'm sure being in the banking
1385
01:05:29,250 --> 01:05:34,920
business it's nonlinear it's not
1386
01:05:33,690 --> 01:05:36,510
something that you can sit and turn a
1387
01:05:34,920 --> 01:05:38,849
couple of dots and know what's going to
1388
01:05:36,510 --> 01:05:41,300
happen like the Fed tries to do with the
1389
01:05:38,849 --> 01:05:41,300
economy
1390
01:05:42,160 --> 01:05:47,960
quality doesn't work three recent
1391
01:05:45,830 --> 01:05:53,870
winners of the Baldrige award General
1392
01:05:47,960 --> 01:05:56,360
Motors IBM and Dec why does equality
1393
01:05:53,870 --> 01:05:58,460
work because the only way you can get
1394
01:05:56,360 --> 01:06:00,950
Six Sigma good at something is to have
1395
01:05:58,460 --> 01:06:02,510
done it for a long time and in this
1396
01:06:00,950 --> 01:06:05,570
high-tech world that means you're
1397
01:06:02,510 --> 01:06:07,640
obsolete long before you ever get there
1398
01:06:05,570 --> 01:06:09,850
Bill Gates doesn't want Microsoft to
1399
01:06:07,640 --> 01:06:12,230
ever get Six Sigma good at what they do
1400
01:06:09,850 --> 01:06:15,850
that's not the thing what you have to be
1401
01:06:12,230 --> 01:06:18,110
is be fitted to the times as they are
1402
01:06:15,850 --> 01:06:19,670
not getting really you can only get
1403
01:06:18,110 --> 01:06:20,860
really great at something if it's not
1404
01:06:19,670 --> 01:06:23,630
going to change on you
1405
01:06:20,860 --> 01:06:29,570
so total quality management is a farce
1406
01:06:23,630 --> 01:06:32,330
in high tech arenas so coming back you
1407
01:06:29,570 --> 01:06:33,860
have to look at McLuhan again I don't
1408
01:06:32,330 --> 01:06:36,200
know who discovered water but it wasn't
1409
01:06:33,860 --> 01:06:43,220
a fish we have to try and make that work
1410
01:06:36,200 --> 01:06:46,520
for us this time I'm going to actually
1411
01:06:43,220 --> 01:06:49,760
going to skip over the video and just go
1412
01:06:46,520 --> 01:06:52,730
to this so the trick behind this stuff
1413
01:06:49,760 --> 01:06:54,500
is you can only learn to see when you
1414
01:06:52,730 --> 01:06:58,730
realize you're blind you have to admit
1415
01:06:54,500 --> 01:07:00,370
it this is what scientists do in order
1416
01:06:58,730 --> 01:07:03,680
to deal with science you have to ignore
1417
01:07:00,370 --> 01:07:05,540
what your hands tell you about touching
1418
01:07:03,680 --> 01:07:08,420
things what your eyes tell you about the
1419
01:07:05,540 --> 01:07:10,820
world and you have to try and dig deeper
1420
01:07:08,420 --> 01:07:14,710
than what your senses and common sense
1421
01:07:10,820 --> 01:07:14,710
are telling you it is really hard to do
1422
01:07:15,220 --> 01:07:18,830
so one of things you can do is you can
1423
01:07:17,210 --> 01:07:23,660
make a better goldfish ball this is what
1424
01:07:18,830 --> 01:07:26,570
Wells Fargo should do difference between
1425
01:07:23,660 --> 01:07:28,100
four hundred years ago coming out of the
1426
01:07:26,570 --> 01:07:30,770
Middle Ages and the Renaissance and now
1427
01:07:28,100 --> 01:07:32,180
is that we're now self-conscious about
1428
01:07:30,770 --> 01:07:35,480
these goldfish bowls and we can
1429
01:07:32,180 --> 01:07:37,820
structure them when you do something
1430
01:07:35,480 --> 01:07:40,640
like an programming language you're
1431
01:07:37,820 --> 01:07:42,050
making a goldfish bowl for people it's a
1432
01:07:40,640 --> 01:07:45,140
paradigm it's a collection of beliefs
1433
01:07:42,050 --> 01:07:47,360
it's a way of doing things these things
1434
01:07:45,140 --> 01:07:48,980
are incredibly powerful because of the
1435
01:07:47,360 --> 01:07:51,350
way our minds work we can't change the
1436
01:07:48,980 --> 01:07:53,690
way our minds work in any direct way but
1437
01:07:51,350 --> 01:07:55,819
we can change the context in which they
1438
01:07:53,690 --> 01:07:59,970
do work
1439
01:07:55,819 --> 01:08:02,240
we see what we know if you take most
1440
01:07:59,970 --> 01:08:04,799
people who did it drawing like this
1441
01:08:02,240 --> 01:08:07,440
would be thrown out of art class in fact
1442
01:08:04,799 --> 01:08:09,299
this person was this is what they did
1443
01:08:07,440 --> 01:08:12,359
after just a couple of months later a
1444
01:08:09,299 --> 01:08:16,889
self-portrait of themselves and this is
1445
01:08:12,359 --> 01:08:19,859
another portrait done by the person who
1446
01:08:16,889 --> 01:08:23,159
did this picture on the top after about
1447
01:08:19,859 --> 01:08:26,790
three months in fact you can become an
1448
01:08:23,159 --> 01:08:30,659
incredibly good artist in almost any
1449
01:08:26,790 --> 01:08:32,370
area in just a few months our ability to
1450
01:08:30,659 --> 01:08:33,920
learn things is much much greater than
1451
01:08:32,370 --> 01:08:38,690
we think
1452
01:08:33,920 --> 01:08:40,679
in fact most people are more ignorant
1453
01:08:38,690 --> 01:08:42,359
most people think of themselves as
1454
01:08:40,679 --> 01:08:44,850
stupid but they're actually smarter than
1455
01:08:42,359 --> 01:08:46,199
they think they are the problem is that
1456
01:08:44,850 --> 01:08:49,500
most people know less than they think
1457
01:08:46,199 --> 01:08:51,210
they do all right so we're constrained
1458
01:08:49,500 --> 01:08:53,790
much more by what we know about the
1459
01:08:51,210 --> 01:08:56,310
world than what our latent abilities are
1460
01:08:53,790 --> 01:08:57,480
we can make these multiple mentalities
1461
01:08:56,310 --> 01:09:01,529
which are always fighting each other
1462
01:08:57,480 --> 01:09:04,259
work for us for instance this is this is
1463
01:09:01,529 --> 01:09:10,500
sorry this is almost illegible but this
1464
01:09:04,259 --> 01:09:11,969
is a coherent essay a page long done by
1465
01:09:10,500 --> 01:09:17,040
a five-year-old and she'd only been
1466
01:09:11,969 --> 01:09:20,730
writing for about three months three or
1467
01:09:17,040 --> 01:09:23,069
four months of course second and third
1468
01:09:20,730 --> 01:09:25,949
graders often don't write very coherent
1469
01:09:23,069 --> 01:09:27,779
essays so how do how did the teacher get
1470
01:09:25,949 --> 01:09:30,179
her to write this coherent essays well
1471
01:09:27,779 --> 01:09:32,969
it happens that children especially
1472
01:09:30,179 --> 01:09:35,370
can't sequence symbolically the symbolic
1473
01:09:32,969 --> 01:09:37,080
part of their mind isn't set up for
1474
01:09:35,370 --> 01:09:39,449
sequencing but they can do really good
1475
01:09:37,080 --> 01:09:41,699
sequencing iconically so what the
1476
01:09:39,449 --> 01:09:44,609
teacher had the child do is to draw a
1477
01:09:41,699 --> 01:09:47,190
movie of the story she had in mind all
1478
01:09:44,609 --> 01:09:48,839
children even we've tested children down
1479
01:09:47,190 --> 01:09:53,310
to the age of even three and a half and
1480
01:09:48,839 --> 01:09:54,860
four can draw a coherent storyboards try
1481
01:09:53,310 --> 01:09:57,060
this with your children
1482
01:09:54,860 --> 01:09:58,830
you'll also notice something really
1483
01:09:57,060 --> 01:10:00,300
strange and wonderful when they're
1484
01:09:58,830 --> 01:10:03,120
drawing the storyboard they can draw
1485
01:10:00,300 --> 01:10:05,489
better than when they draw a regular
1486
01:10:03,120 --> 01:10:07,840
drawing there's something about the
1487
01:10:05,489 --> 01:10:11,180
focusing of it we still don't understand
1488
01:10:07,840 --> 01:10:12,740
then having done a coherent story board
1489
01:10:11,180 --> 01:10:15,140
over there the teacher then says write
1490
01:10:12,740 --> 01:10:17,480
one or two sentences about each of the
1491
01:10:15,140 --> 01:10:19,100
panels and when the child does that they
1492
01:10:17,480 --> 01:10:21,080
get a coherent essay that has a
1493
01:10:19,100 --> 01:10:27,200
beginning middle and end now is that
1494
01:10:21,080 --> 01:10:29,380
cheating is it I don't think so I mean
1495
01:10:27,200 --> 01:10:32,840
if that's cheating calculus is cheating
1496
01:10:29,380 --> 01:10:36,230
right the whole idea is we have to cheat
1497
01:10:32,840 --> 01:10:40,130
we're not smart enough not to get by
1498
01:10:36,230 --> 01:10:47,260
without finding these scaffolds we can
1499
01:10:40,130 --> 01:10:47,260
work our buns off in the wrong context
1500
01:10:48,370 --> 01:10:55,280
well three mentalities how about a way
1501
01:10:51,770 --> 01:10:58,280
of grabbing things for user-interface
1502
01:10:55,280 --> 01:11:00,860
how about a way of using our ability to
1503
01:10:58,280 --> 01:11:03,770
remember things in terms of images and
1504
01:11:00,860 --> 01:11:05,690
how about a way of dealing with symbolic
1505
01:11:03,770 --> 01:11:06,850
renderings of those things and if you
1506
01:11:05,690 --> 01:11:10,670
put those together
1507
01:11:06,850 --> 01:11:12,140
you get this machine in this interface
1508
01:11:10,670 --> 01:11:14,540
that's how it came about
1509
01:11:12,140 --> 01:11:17,180
we took a psychological model about the
1510
01:11:14,540 --> 01:11:18,650
way people actually seem to think spend
1511
01:11:17,180 --> 01:11:21,020
a couple of years trying to understand
1512
01:11:18,650 --> 01:11:23,870
it in the terms of communication between
1513
01:11:21,020 --> 01:11:26,360
human and machine and came up with a
1514
01:11:23,870 --> 01:11:29,540
much better way of doing a user
1515
01:11:26,360 --> 01:11:35,270
interface so the whole point here is
1516
01:11:29,540 --> 01:11:36,710
that by changing the context in which
1517
01:11:35,270 --> 01:11:40,190
you're in which you're thinking about
1518
01:11:36,710 --> 01:11:41,810
things you can change the results not in
1519
01:11:40,190 --> 01:11:44,990
quantitative ways but in qualitative
1520
01:11:41,810 --> 01:11:48,020
ways so the strongest weapon that you
1521
01:11:44,990 --> 01:11:51,280
have for exploring the future is the one
1522
01:11:48,020 --> 01:11:54,400
between your ears providing it's loaded
1523
01:11:51,280 --> 01:11:54,400
thank you
1524
01:12:05,710 --> 01:12:11,260
okay
1525
01:12:07,960 --> 01:12:18,140
now we have time for some some questions
1526
01:12:11,260 --> 01:12:24,130
and I love to answer questions so please
1527
01:12:18,140 --> 01:12:24,130
don't be shy yes
1528
01:12:36,459 --> 01:12:42,519
well I think I think everybody heard
1529
01:12:39,159 --> 01:12:47,349
that didn't they basically is saying
1530
01:12:42,519 --> 01:12:49,570
from experiences that I've had being on
1531
01:12:47,349 --> 01:12:52,539
advisory boards and so forth and talking
1532
01:12:49,570 --> 01:12:53,320
to large companies what mistakes do
1533
01:12:52,539 --> 01:12:56,159
people make
1534
01:12:53,320 --> 01:12:59,880
well mistake is the wrong word because
1535
01:12:56,159 --> 01:13:05,170
the it's very it's quite rare for
1536
01:12:59,880 --> 01:13:07,059
companies to actually make mistakes what
1537
01:13:05,170 --> 01:13:10,599
they do is to do things perfectly
1538
01:13:07,059 --> 01:13:12,130
logically in the wrong place right and
1539
01:13:10,599 --> 01:13:15,939
those aren't really mistakes they're
1540
01:13:12,130 --> 01:13:18,570
ill-chosen paths so the one of the major
1541
01:13:15,939 --> 01:13:22,449
things that companies don't do is to
1542
01:13:18,570 --> 01:13:23,979
even look at this country as a model
1543
01:13:22,449 --> 01:13:28,780
this country doesn't have zillions of
1544
01:13:23,979 --> 01:13:31,300
rules compared to say Germany it has a
1545
01:13:28,780 --> 01:13:35,199
constitution the constitution is kind of
1546
01:13:31,300 --> 01:13:41,469
the DNA and it's designed to provide
1547
01:13:35,199 --> 01:13:44,769
maximum diversity and still allow us to
1548
01:13:41,469 --> 01:13:46,590
argue with each other right science what
1549
01:13:44,769 --> 01:13:50,709
happened when science was invented is
1550
01:13:46,590 --> 01:13:52,900
people basically started saying this is
1551
01:13:50,709 --> 01:13:56,650
coming out of the 15th and 16th
1552
01:13:52,900 --> 01:13:59,289
centuries was saying when Galileo's
1553
01:13:56,650 --> 01:14:02,439
telescope showed the four moons of
1554
01:13:59,289 --> 01:14:05,559
Jupiter orbiting around a center in the
1555
01:14:02,439 --> 01:14:09,969
heavens that wasn't the earth it toppled
1556
01:14:05,559 --> 01:14:12,939
the church's cosmology because this was
1557
01:14:09,969 --> 01:14:18,219
dogma right this was actually the Word
1558
01:14:12,939 --> 01:14:19,689
of God that there was only one Center of
1559
01:14:18,219 --> 01:14:22,119
motion in the universe and that was the
1560
01:14:19,689 --> 01:14:23,889
earth so that was devastating basically
1561
01:14:22,119 --> 01:14:26,139
the the conclusion that people came from
1562
01:14:23,889 --> 01:14:28,689
that is we can't get involved in dogma
1563
01:14:26,139 --> 01:14:30,550
if we're going to get ahead the problem
1564
01:14:28,689 --> 01:14:32,349
is if you don't get involved in dogma
1565
01:14:30,550 --> 01:14:35,229
how can you do anything all right isn't
1566
01:14:32,349 --> 01:14:37,989
everybody's opinion the same right so
1567
01:14:35,229 --> 01:14:39,459
this is misplaced democracy everybody's
1568
01:14:37,989 --> 01:14:41,110
opinion is say no everybody's opinion
1569
01:14:39,459 --> 01:14:42,939
isn't the same so how do you resolve
1570
01:14:41,110 --> 01:14:45,729
that the way he resolved it is setting
1571
01:14:42,939 --> 01:14:48,070
up a system for argument science is a
1572
01:14:45,729 --> 01:14:49,809
system for argument as Richard Feynman
1573
01:14:48,070 --> 01:14:50,230
likes to say science means you don't
1574
01:14:49,809 --> 01:14:53,320
have to
1575
01:14:50,230 --> 01:14:56,310
trust the experts right because there's
1576
01:14:53,320 --> 01:15:00,370
no scientific claim that you can't test
1577
01:14:56,310 --> 01:15:02,680
you don't have to believe anybody but if
1578
01:15:00,370 --> 01:15:05,380
you want to play in science you have to
1579
01:15:02,680 --> 01:15:07,630
be tough on the argument so what most
1580
01:15:05,380 --> 01:15:10,750
companies don't do is to set up a
1581
01:15:07,630 --> 01:15:12,130
situation where they can argue well most
1582
01:15:10,750 --> 01:15:15,600
companies are terrible at arguing
1583
01:15:12,130 --> 01:15:18,100
because they take arguing personally
1584
01:15:15,600 --> 01:15:20,110
right and that is no case and so what
1585
01:15:18,100 --> 01:15:23,350
you get is party lines and dogma and all
1586
01:15:20,110 --> 01:15:24,610
that the paraphernalia of the past what
1587
01:15:23,350 --> 01:15:28,660
you need to do is to have a way of
1588
01:15:24,610 --> 01:15:30,130
separating out personalities from the
1589
01:15:28,660 --> 01:15:32,020
fact that there are very difficult
1590
01:15:30,130 --> 01:15:34,720
issues that need to be feared long and
1591
01:15:32,020 --> 01:15:36,790
hard and they have to be taken down to
1592
01:15:34,720 --> 01:15:38,890
the essence or else you're just going to
1593
01:15:36,790 --> 01:15:41,500
get another wave another five year plan
1594
01:15:38,890 --> 01:15:43,630
like the Russians used to do yielding
1595
01:15:41,500 --> 01:15:45,850
nothing because they refuse to look at
1596
01:15:43,630 --> 01:15:48,640
the basis of Marxism and ask whether
1597
01:15:45,850 --> 01:15:49,930
there was anything there or not right so
1598
01:15:48,640 --> 01:15:52,630
I think the thing is is to try and
1599
01:15:49,930 --> 01:15:54,850
convert from a dogmatic hierarchical
1600
01:15:52,630 --> 01:15:56,940
system because if you think about
1601
01:15:54,850 --> 01:16:00,610
American businesses are distressingly
1602
01:15:56,940 --> 01:16:02,050
undemocratic fact I think of them as
1603
01:16:00,610 --> 01:16:07,600
being like hunting and gathering
1604
01:16:02,050 --> 01:16:09,130
societies as compared to agriculture my
1605
01:16:07,600 --> 01:16:11,100
American businesses try to put their
1606
01:16:09,130 --> 01:16:15,489
competitors out of business
1607
01:16:11,100 --> 01:16:17,170
whereas farmers never do why because a
1608
01:16:15,489 --> 01:16:19,780
farmer needs all the other farmers to
1609
01:16:17,170 --> 01:16:22,060
come help him build his barn so farmers
1610
01:16:19,780 --> 01:16:24,370
do limited competition on Saturdays they
1611
01:16:22,060 --> 01:16:25,510
go out and help each other on Tuesdays
1612
01:16:24,370 --> 01:16:27,940
and they spend the rest of the time
1613
01:16:25,510 --> 01:16:29,560
trying to get their farm going a lot so
1614
01:16:27,940 --> 01:16:31,150
a lot of agricultural metaphors have
1615
01:16:29,560 --> 01:16:33,610
never come into business in any strong
1616
01:16:31,150 --> 01:16:35,200
way one of the ones I used at lunch is
1617
01:16:33,610 --> 01:16:37,120
an agriculture you need to let your
1618
01:16:35,200 --> 01:16:39,130
fields even in the Bible it says let
1619
01:16:37,120 --> 01:16:42,580
your fields lie fallow one year and
1620
01:16:39,130 --> 01:16:45,280
seven that means you're giving up 14
1621
01:16:42,580 --> 01:16:47,920
percent of your return in order to be
1622
01:16:45,280 --> 01:16:50,890
there 20 years from now right that's a
1623
01:16:47,920 --> 01:16:53,500
research budget 14 percent that's what
1624
01:16:50,890 --> 01:16:54,910
it means American businesses can't
1625
01:16:53,500 --> 01:16:57,460
understand they're always top soil
1626
01:16:54,910 --> 01:16:59,440
stripping and what do you get when you
1627
01:16:57,460 --> 01:17:01,770
topsoil strip you get a Dust Bowl and
1628
01:16:59,440 --> 01:17:04,480
that is what we have got
1629
01:17:01,770 --> 01:17:06,880
so the only way these changes can happen
1630
01:17:04,480 --> 01:17:11,110
is if the reward system has to be
1631
01:17:06,880 --> 01:17:14,410
changed by the top-most management to
1632
01:17:11,110 --> 01:17:18,180
investing some part in the future in a
1633
01:17:14,410 --> 01:17:21,719
serious way not in a token nice way and
1634
01:17:18,180 --> 01:17:25,680
to I believe that people will not change
1635
01:17:21,719 --> 01:17:29,199
unless there is some reward for failure
1636
01:17:25,680 --> 01:17:32,920
tell you a funny story I was I gave a
1637
01:17:29,199 --> 01:17:35,590
talk at the Stanford 25th anniversary of
1638
01:17:32,920 --> 01:17:38,980
computer science and there 75 Silicon
1639
01:17:35,590 --> 01:17:43,120
Valley companies in the room and I was
1640
01:17:38,980 --> 01:17:44,350
talking about told the story at Xerox
1641
01:17:43,120 --> 01:17:46,510
PARC when I when I first did the
1642
01:17:44,350 --> 01:17:49,260
overlapping window interface I use a
1643
01:17:46,510 --> 01:17:52,690
demo up to various Xerox executives and
1644
01:17:49,260 --> 01:17:54,219
one guy I went shoe and showed how the
1645
01:17:52,690 --> 01:17:57,340
windows came up and this is so much
1646
01:17:54,219 --> 01:18:00,219
easier and expands the effective area of
1647
01:17:57,340 --> 01:18:01,960
the display and this and that blah blah
1648
01:18:00,219 --> 01:18:03,760
blah and at the end as I said what's
1649
01:18:01,960 --> 01:18:06,760
really great about this stuff is it only
1650
01:18:03,760 --> 01:18:09,760
has a 20% chance of success we're taking
1651
01:18:06,760 --> 01:18:11,110
risk just like you asked us to he looked
1652
01:18:09,760 --> 01:18:13,920
at me and he said boy that's great but
1653
01:18:11,110 --> 01:18:13,920
just make sure it works
1654
01:18:14,169 --> 01:18:19,719
right the American businessman is idea
1655
01:18:16,869 --> 01:18:23,229
of risk being that 20 percent 100
1656
01:18:19,719 --> 01:18:26,139
percent of the time but it isn't it's
1657
01:18:23,229 --> 01:18:29,769
like baseball Ty Cobb's lifetime batting
1658
01:18:26,139 --> 01:18:33,130
average was 367 two out of three times
1659
01:18:29,769 --> 01:18:34,840
he made out right they have to invest
1660
01:18:33,130 --> 01:18:36,639
when you're doing things that involve
1661
01:18:34,840 --> 01:18:38,169
some risk it's not possible to hit a
1662
01:18:36,639 --> 01:18:40,869
baseball perfectly every time it's a
1663
01:18:38,169 --> 01:18:42,999
very hard thing to do it's not possible
1664
01:18:40,869 --> 01:18:44,559
to be right every time but the thing is
1665
01:18:42,999 --> 01:18:45,909
you can assure yourself of being wrong
1666
01:18:44,559 --> 01:18:47,469
every time if you don't do the
1667
01:18:45,909 --> 01:18:52,559
investment because then you just wind up
1668
01:18:47,469 --> 01:18:52,559
with a dust ball another question yes
1669
01:18:54,659 --> 01:18:58,809
first of all I was really delighted to
1670
01:18:56,979 --> 01:19:02,860
hear you talk about Doug Engelbart oh
1671
01:18:58,809 --> 01:19:04,659
yeah me too trite but I'm a fan one of
1672
01:19:02,860 --> 01:19:06,849
the things that he's recently been
1673
01:19:04,659 --> 01:19:09,429
working on is what he calls
1674
01:19:06,849 --> 01:19:12,399
bootstrapping corporations into the 21st
1675
01:19:09,429 --> 01:19:15,729
century yeah and you touched on this you
1676
01:19:12,399 --> 01:19:17,709
talked about how businesses can improve
1677
01:19:15,729 --> 01:19:20,169
themselves and one of the things he was
1678
01:19:17,709 --> 01:19:22,090
trying to get across without a key to
1679
01:19:20,169 --> 01:19:24,280
the long-term vitality of an
1680
01:19:22,090 --> 01:19:27,909
organization is to get better and better
1681
01:19:24,280 --> 01:19:30,300
at improving itself and I was curious
1682
01:19:27,909 --> 01:19:33,840
what you thought about his concept of
1683
01:19:30,300 --> 01:19:37,090
for example most Fargo being a bank
1684
01:19:33,840 --> 01:19:38,949
naturally keeps things very private from
1685
01:19:37,090 --> 01:19:43,149
Bank of America and other competitors
1686
01:19:38,949 --> 01:19:45,189
one of the engl Barts positions is that
1687
01:19:43,149 --> 01:19:47,469
we should actually be collaborating with
1688
01:19:45,189 --> 01:19:49,659
one another yeah to improve the process
1689
01:19:47,469 --> 01:19:50,829
for everyone so I'd like to hear your
1690
01:19:49,659 --> 01:19:54,719
thoughts on them yeah well the trick
1691
01:19:50,829 --> 01:19:54,719
there of course our antitrust laws
1692
01:19:56,130 --> 01:20:04,170
so we have a harder time doing caresses
1693
01:19:58,740 --> 01:20:06,360
than the Japanese do but basically I
1694
01:20:04,170 --> 01:20:09,360
mean here is a really you can throw
1695
01:20:06,360 --> 01:20:10,980
tomatoes if you want but I mean the the
1696
01:20:09,360 --> 01:20:13,850
crudest statement I can think of is that
1697
01:20:10,980 --> 01:20:17,790
in science you want to help your buddy
1698
01:20:13,850 --> 01:20:20,510
your competitor because there was a way
1699
01:20:17,790 --> 01:20:24,120
of doing it and getting credit for it
1700
01:20:20,510 --> 01:20:26,700
namely they they get really shat on if
1701
01:20:24,120 --> 01:20:29,640
they don't put your name as a source of
1702
01:20:26,700 --> 01:20:32,400
this part of the idea so in science you
1703
01:20:29,640 --> 01:20:34,440
tell everybody everything and there's a
1704
01:20:32,400 --> 01:20:38,280
way of not losing in the reward system
1705
01:20:34,440 --> 01:20:41,460
and science has been one of the fastest
1706
01:20:38,280 --> 01:20:45,810
growing things in business the idea is
1707
01:20:41,460 --> 01:20:47,370
let's screw our buddies because
1708
01:20:45,810 --> 01:20:48,780
especially in the short term when we're
1709
01:20:47,370 --> 01:20:51,030
measuring in the short term we can
1710
01:20:48,780 --> 01:20:53,310
always see little ways of cheating in
1711
01:20:51,030 --> 01:20:56,940
order to make the short term better and
1712
01:20:53,310 --> 01:20:59,580
if there's no long term theory then I
1713
01:20:56,940 --> 01:21:01,290
think there's a there's a super problem
1714
01:20:59,580 --> 01:21:03,780
I mean the truth is the companies do
1715
01:21:01,290 --> 01:21:05,910
collaborate by for instance sending
1716
01:21:03,780 --> 01:21:08,300
people to standards committees of
1717
01:21:05,910 --> 01:21:11,970
various kinds there's a whole layer of
1718
01:21:08,300 --> 01:21:14,880
company Apple is involved in quite a
1719
01:21:11,970 --> 01:21:18,570
number of consortiums there are 50 and
1720
01:21:14,880 --> 01:21:21,180
60 companies big and they include people
1721
01:21:18,570 --> 01:21:22,590
that are competitors of each other but
1722
01:21:21,180 --> 01:21:24,840
for instance everybody knows that unless
1723
01:21:22,590 --> 01:21:27,360
we get network standards worked out in a
1724
01:21:24,840 --> 01:21:29,160
reasonable way and we have a theory of
1725
01:21:27,360 --> 01:21:30,360
object protocols that work out where
1726
01:21:29,160 --> 01:21:33,090
it's actually going to hold things up
1727
01:21:30,360 --> 01:21:34,710
for another decade and so there's this
1728
01:21:33,090 --> 01:21:37,860
whole thing about how can we get the
1729
01:21:34,710 --> 01:21:39,660
state-of-the-art stuff here and not just
1730
01:21:37,860 --> 01:21:42,990
try and beat everybody else to market
1731
01:21:39,660 --> 01:21:44,010
but have some ecological theory now
1732
01:21:42,990 --> 01:21:46,650
angle Bart
1733
01:21:44,010 --> 01:21:49,350
by the way invented the term
1734
01:21:46,650 --> 01:21:52,890
bootstrapping and invented it back in
1735
01:21:49,350 --> 01:21:55,500
the 60s and he was giving that talk back
1736
01:21:52,890 --> 01:21:57,180
when I first met him which is a 1966
1737
01:21:55,500 --> 01:21:59,580
so he's been constantly trying to do
1738
01:21:57,180 --> 01:22:00,900
this and he it's a similar talk affects
1739
01:21:59,580 --> 01:22:02,760
some of the parts of my talk I've
1740
01:22:00,900 --> 01:22:05,790
adapted from his great old talk that he
1741
01:22:02,760 --> 01:22:08,670
used to to give about these we improve
1742
01:22:05,790 --> 01:22:09,599
ourselves by improving our tools and the
1743
01:22:08,670 --> 01:22:11,940
tools
1744
01:22:09,599 --> 01:22:13,320
McLuhan like to say we shape the tools
1745
01:22:11,940 --> 01:22:15,780
and then the tools come around and
1746
01:22:13,320 --> 01:22:17,460
reshape us so you have to be very
1747
01:22:15,780 --> 01:22:20,000
careful about the tools that we make and
1748
01:22:17,460 --> 01:22:23,130
how they reshape us know that yes
1749
01:22:20,000 --> 01:22:24,929
Ian's standards and I was working in
1750
01:22:23,130 --> 01:22:26,639
marketplace that you have standards and
1751
01:22:24,929 --> 01:22:28,560
you also want empower the individual to
1752
01:22:26,639 --> 01:22:30,540
do their own thing how do you see that
1753
01:22:28,560 --> 01:22:32,699
balance being able to give a person
1754
01:22:30,540 --> 01:22:34,290
freedom but also want to have standards
1755
01:22:32,699 --> 01:22:35,820
so everybody can move quickly it sounds
1756
01:22:34,290 --> 01:22:38,550
like it's different directions but we
1757
01:22:35,820 --> 01:22:40,679
have to find out it's that's that's a
1758
01:22:38,550 --> 01:22:44,550
really good question and it goes back to
1759
01:22:40,679 --> 01:22:48,150
the Constitution idea I I was one of
1760
01:22:44,550 --> 01:22:51,599
about 20 people who worked on the
1761
01:22:48,150 --> 01:22:53,159
ARPANET 20 30 people who worked on the
1762
01:22:51,599 --> 01:22:56,610
ARPANET and it's the thing that became
1763
01:22:53,159 --> 01:22:58,460
the Internet and one of the things we
1764
01:22:56,610 --> 01:23:01,079
problems we had back then was the ARPA
1765
01:22:58,460 --> 01:23:02,960
projects had different computers he
1766
01:23:01,079 --> 01:23:07,110
networks basically and heterogeneous
1767
01:23:02,960 --> 01:23:09,150
computer that's just shafted that way
1768
01:23:07,110 --> 01:23:11,119
you're going to get different mixes and
1769
01:23:09,150 --> 01:23:13,800
so you have to sort of face up to it and
1770
01:23:11,119 --> 01:23:16,139
that was in 1968 it was just when I was
1771
01:23:13,800 --> 01:23:19,139
starting to design OOP systems and I
1772
01:23:16,139 --> 01:23:21,420
realized that objects by their very
1773
01:23:19,139 --> 01:23:23,099
nature of having a separate inside and
1774
01:23:21,420 --> 01:23:24,679
an outside we're perfect to go from
1775
01:23:23,099 --> 01:23:26,849
different machines a different machine
1776
01:23:24,679 --> 01:23:28,880
they could even carry different code
1777
01:23:26,849 --> 01:23:31,050
along with them and nobody was the wiser
1778
01:23:28,880 --> 01:23:32,670
they could carry an interpreter with
1779
01:23:31,050 --> 01:23:34,050
them like PostScript does in case there
1780
01:23:32,670 --> 01:23:36,599
isn't something that knows how to
1781
01:23:34,050 --> 01:23:40,290
compile them and so when you think about
1782
01:23:36,599 --> 01:23:41,969
it just the notion of an object or the
1783
01:23:40,290 --> 01:23:43,560
notion of a cell think of how many
1784
01:23:41,969 --> 01:23:46,349
different cell types we have they all
1785
01:23:43,560 --> 01:23:49,670
run from the same DNA right so the
1786
01:23:46,349 --> 01:23:53,429
compatibility is done by not allowing
1787
01:23:49,670 --> 01:23:56,820
gratuitous information outside of the
1788
01:23:53,429 --> 01:23:58,920
cell right so if you send objects around
1789
01:23:56,820 --> 01:24:01,380
so people can be infinitely they can do
1790
01:23:58,920 --> 01:24:03,230
anything they want put it inside of an
1791
01:24:01,380 --> 01:24:05,579
object and as long as the object can be
1792
01:24:03,230 --> 01:24:07,860
recognized by various protocols and
1793
01:24:05,579 --> 01:24:09,659
api's that object can run on a wide
1794
01:24:07,860 --> 01:24:12,599
variety of different machines and still
1795
01:24:09,659 --> 01:24:15,090
be completely idiosyncratic to what the
1796
01:24:12,599 --> 01:24:16,530
creative person wants to do so you can
1797
01:24:15,090 --> 01:24:18,780
think of that as you know it's a
1798
01:24:16,530 --> 01:24:20,280
biological most of the answers I have to
1799
01:24:18,780 --> 01:24:21,869
questions like that came out of I used
1800
01:24:20,280 --> 01:24:22,239
to be a molecular biologist a long time
1801
01:24:21,869 --> 01:24:24,250
ago
1802
01:24:22,239 --> 01:24:27,340
and thing you have to realize is a
1803
01:24:24,250 --> 01:24:30,640
biology is so much more complicated than
1804
01:24:27,340 --> 01:24:32,350
anything computer people do it's by you
1805
01:24:30,640 --> 01:24:35,350
know tens of orders of man for instance
1806
01:24:32,350 --> 01:24:37,480
a bacteriological cell which we have
1807
01:24:35,350 --> 01:24:39,250
lots in our but our body is about a
1808
01:24:37,480 --> 01:24:44,230
hundred gigabytes worth of information
1809
01:24:39,250 --> 01:24:47,170
processing machinery and the processing
1810
01:24:44,230 --> 01:24:49,660
pattern matches are done in in sub
1811
01:24:47,170 --> 01:24:51,760
microsecond speed all right so you
1812
01:24:49,660 --> 01:24:54,400
happen it's just so typical one of those
1813
01:24:51,760 --> 01:24:56,440
things is like fifty thousand four
1814
01:24:54,400 --> 01:25:00,010
megabyte despot desktop computers that's
1815
01:24:56,440 --> 01:25:03,190
one bacterium one bacterium is one five
1816
01:25:00,010 --> 01:25:07,500
hundredth the size of a typical cell in
1817
01:25:03,190 --> 01:25:11,560
our body right we have ten trillion
1818
01:25:07,500 --> 01:25:14,080
cells in our body now the thing you have
1819
01:25:11,560 --> 01:25:16,200
to realize is that what's happening in
1820
01:25:14,080 --> 01:25:19,270
our body is hundreds and hundreds of
1821
01:25:16,200 --> 01:25:21,810
thousands even millions of cells are
1822
01:25:19,270 --> 01:25:25,030
dying every day
1823
01:25:21,810 --> 01:25:26,739
do everybody know that the atoms in our
1824
01:25:25,030 --> 01:25:30,239
body don't last for more than seven
1825
01:25:26,739 --> 01:25:33,430
years even in our bones they're replaced
1826
01:25:30,239 --> 01:25:36,120
so we humans biological organisms are
1827
01:25:33,430 --> 01:25:38,410
patterns moving through time and space
1828
01:25:36,120 --> 01:25:42,430
material comes into us and it goes out
1829
01:25:38,410 --> 01:25:44,020
of us the pattern stays behind right so
1830
01:25:42,430 --> 01:25:46,780
there's a constant dynamic organization
1831
01:25:44,020 --> 01:25:48,430
now why are we still alive the answer is
1832
01:25:46,780 --> 01:25:52,300
that more things are going right with us
1833
01:25:48,430 --> 01:25:55,750
and are going wrong compare that to your
1834
01:25:52,300 --> 01:25:57,850
COBOL program where one line of code now
1835
01:25:55,750 --> 01:26:01,090
let's see it wasn't well as far go but
1836
01:25:57,850 --> 01:26:05,770
what Bank was at Chemical Bank one line
1837
01:26:01,090 --> 01:26:07,960
of C code right and all of a sudden
1838
01:26:05,770 --> 01:26:10,120
people were having every time they took
1839
01:26:07,960 --> 01:26:15,700
something out it was twice as much as
1840
01:26:10,120 --> 01:26:17,320
taken out how can you do that come on we
1841
01:26:15,700 --> 01:26:18,880
shouldn't you think of that kind of
1842
01:26:17,320 --> 01:26:20,670
stuff as I mean if you're gonna use
1843
01:26:18,880 --> 01:26:24,850
transaction systems can't you imagine
1844
01:26:20,670 --> 01:26:26,950
transactions at the code level like it's
1845
01:26:24,850 --> 01:26:28,750
like do you really want to program in a
1846
01:26:26,950 --> 01:26:31,350
procedural language when you should be
1847
01:26:28,750 --> 01:26:33,550
programming in terms of constraints
1848
01:26:31,350 --> 01:26:34,900
that's the way you do that when you do
1849
01:26:33,550 --> 01:26:36,290
that you wind up with something that's
1850
01:26:34,900 --> 01:26:39,080
like a biological
1851
01:26:36,290 --> 01:26:40,700
it's tolerant of error because the
1852
01:26:39,080 --> 01:26:43,430
constraints are gonna make the overall
1853
01:26:40,700 --> 01:26:45,710
system get to the goal anyway so it's
1854
01:26:43,430 --> 01:26:47,270
like all biological systems when they're
1855
01:26:45,710 --> 01:26:48,800
following a light they don't get perfect
1856
01:26:47,270 --> 01:26:50,150
information back and they're not doing
1857
01:26:48,800 --> 01:26:51,740
things perfectly but the feedback
1858
01:26:50,150 --> 01:26:54,310
mechanism will get them to the goal
1859
01:26:51,740 --> 01:27:06,530
that's the way we should be programming
1860
01:26:54,310 --> 01:27:08,540
another question yes who makes it yeah
1861
01:27:06,530 --> 01:27:11,030
actually I always throw that in I
1862
01:27:08,540 --> 01:27:13,700
thought you know I've all my
1863
01:27:11,030 --> 01:27:16,220
professional career starting from 1968
1864
01:27:13,700 --> 01:27:19,370
I've worked with children the Mac was
1865
01:27:16,220 --> 01:27:21,140
designed for children not for adults in
1866
01:27:19,370 --> 01:27:25,250
fact some of the drawbacks in the user
1867
01:27:21,140 --> 01:27:26,450
interface are because of that fact we
1868
01:27:25,250 --> 01:27:28,880
did that interface so we could teach
1869
01:27:26,450 --> 01:27:33,620
children some very complicated things
1870
01:27:28,880 --> 01:27:37,370
and the to me the because of the way our
1871
01:27:33,620 --> 01:27:39,470
minds work because as humans we're
1872
01:27:37,370 --> 01:27:44,030
inescapably drawn and thank goodness in
1873
01:27:39,470 --> 01:27:46,900
a way to learn our culture think of the
1874
01:27:44,030 --> 01:27:49,030
an arc think if we weren't social
1875
01:27:46,900 --> 01:27:52,700
they'll be frightening
1876
01:27:49,030 --> 01:27:56,920
so we're drawn to learn a big set of
1877
01:27:52,700 --> 01:27:59,360
beliefs and if we want to change those
1878
01:27:56,920 --> 01:28:02,540
beliefs it's much easier to change them
1879
01:27:59,360 --> 01:28:04,130
in children than in adults and so I you
1880
01:28:02,540 --> 01:28:05,870
know I'm sort of the opposite the Roman
1881
01:28:04,130 --> 01:28:09,050
Catholic Church and you know I want to
1882
01:28:05,870 --> 01:28:10,760
save the children first and they are the
1883
01:28:09,050 --> 01:28:12,800
ones that I can't find any way of
1884
01:28:10,760 --> 01:28:14,210
blaming them when something is going
1885
01:28:12,800 --> 01:28:16,610
wrong with them whereas adults I can
1886
01:28:14,210 --> 01:28:18,980
find infinite lists of things to blame
1887
01:28:16,610 --> 01:28:22,430
adults for they should know better etc
1888
01:28:18,980 --> 01:28:23,780
etc but for children good grief so the
1889
01:28:22,430 --> 01:28:26,020
answer is you just keep on throwing this
1890
01:28:23,780 --> 01:28:28,700
stuff I think the Chinese water torture
1891
01:28:26,020 --> 01:28:30,680
treatment is you just kept people to
1892
01:28:28,700 --> 01:28:32,390
keep on trying to notice the things are
1893
01:28:30,680 --> 01:28:35,210
infinitely more complex than television
1894
01:28:32,390 --> 01:28:36,860
can ever portray and once people start
1895
01:28:35,210 --> 01:28:39,290
thinking in terms other than in
1896
01:28:36,860 --> 01:28:40,700
television where you're dealing with
1897
01:28:39,290 --> 01:28:43,610
individuals and start thinking in these
1898
01:28:40,700 --> 01:28:45,580
larger abstract terms that's that's when
1899
01:28:43,610 --> 01:28:48,800
things start happening
1900
01:28:45,580 --> 01:28:49,790
anybody can save one child the most
1901
01:28:48,800 --> 01:28:51,470
important thing is
1902
01:28:49,790 --> 01:28:53,090
to realize that if you save one child
1903
01:28:51,470 --> 01:28:58,660
and somebody else say is another child
1904
01:28:53,090 --> 01:28:58,660
and all the children will be saved yes
1905
01:28:58,960 --> 01:29:03,530
time to quit I would love to stop on
1906
01:29:01,370 --> 01:29:04,850
that note okay matter of fact thank you
1907
01:29:03,530 --> 01:29:15,789
very much
1908
01:29:04,850 --> 01:29:15,789
[Applause]

Revision as of 22:12, 5 December 2017

1 00:00:00,370 --> 00:00:04,750 [Applause]

2 00:00:05,990 --> 00:00:12,690 well thank you for inviting me here I

3 00:00:08,400 --> 00:00:16,230 like the title of this session I think

4 00:00:12,690 --> 00:00:19,500 in the first year I was at Xerox PARC I

5 00:00:16,230 --> 00:00:22,920 had an argument with some of the Xerox

6 00:00:19,500 --> 00:00:25,650 executives who are worrying about what

7 00:00:22,920 --> 00:00:27,900 might happen and they wanted to defend

8 00:00:25,650 --> 00:00:31,679 themselves against the future it was so

9 00:00:27,900 --> 00:00:33,000 wimpy I finally got angry at them and I

10 00:00:31,679 --> 00:00:35,190 said look the best way to predict the

11 00:00:33,000 --> 00:00:36,570 future is to invent it don't worry about

12 00:00:35,190 --> 00:00:39,270 what all those other people are going to

13 00:00:36,570 --> 00:00:41,280 do this is the century in which if you

14 00:00:39,270 --> 00:00:43,410 have a vision and you don't violate too

15 00:00:41,280 --> 00:00:45,289 many of Newton's laws you can actually

16 00:00:43,410 --> 00:00:48,270 build the thing that you have in mind

17 00:00:45,289 --> 00:00:50,910 now delivering the future is a more

18 00:00:48,270 --> 00:00:55,199 subtle metaphor so it implies there's

19 00:00:50,910 --> 00:00:56,760 something to deliver like a baby and the

20 00:00:55,199 --> 00:00:59,039 reason I like it is that there's all

21 00:00:56,760 --> 00:01:01,199 this exciting stuff that has to happen a

22 00:00:59,039 --> 00:01:06,750 little earlier in the process in order

23 00:01:01,199 --> 00:01:11,729 to have a baby to deliver we scientists

24 00:01:06,750 --> 00:01:16,439 call that research so I'm going to talk

25 00:01:11,729 --> 00:01:22,140 to you a little bit about how the future

26 00:01:16,439 --> 00:01:24,720 gets invented I think some of the some

27 00:01:22,140 --> 00:01:26,220 of the stories and ideas I think may may

28 00:01:24,720 --> 00:01:31,650 help you now I'm not a professional

29 00:01:26,220 --> 00:01:36,600 speaker I'm still a scientist as my

30 00:01:31,650 --> 00:01:39,869 introducer said my title is a fellow we

31 00:01:36,600 --> 00:01:43,350 decided at Apple that the mass noun for

32 00:01:39,869 --> 00:01:44,790 know there's a pride of lions we decided

33 00:01:43,350 --> 00:01:47,270 that the mass now and for fellows should

34 00:01:44,790 --> 00:01:47,270 be jolly

35 00:01:47,590 --> 00:01:57,850 so we have a jolly of fellows at at

36 00:01:50,140 --> 00:02:02,829 Apple we have three of them now twenty

37 00:01:57,850 --> 00:02:06,610 years ago at Xerox PARC we invented six

38 00:02:02,829 --> 00:02:10,330 things and I would not be here talking

39 00:02:06,610 --> 00:02:17,800 to you if Xerox had accepted any one of

40 00:02:10,330 --> 00:02:22,290 these it was in fact what happened after

41 00:02:17,800 --> 00:02:26,860 we invented these six things that I got

42 00:02:22,290 --> 00:02:29,380 interested in talking to people outside

43 00:02:26,860 --> 00:02:32,290 of the computer field the six things

44 00:02:29,380 --> 00:02:35,410 were the first thing like a workstation

45 00:02:32,290 --> 00:02:38,470 or a modern PC really the first thing

46 00:02:35,410 --> 00:02:40,840 like a Macintosh originally started

47 00:02:38,470 --> 00:02:44,380 working in 1973 the first overlapping

48 00:02:40,840 --> 00:02:52,380 window user interface first modern OOP

49 00:02:44,380 --> 00:02:55,269 system first laser printer and the

50 00:02:52,380 --> 00:02:56,260 ethernet and then the the sixth thing I

51 00:02:55,269 --> 00:02:58,870 didn't have a really good picture

52 00:02:56,260 --> 00:03:01,030 because I just show another Alto there

53 00:02:58,870 --> 00:03:04,959 which was what we call client-server

54 00:03:01,030 --> 00:03:07,510 computing now in today's terms it's

55 00:03:04,959 --> 00:03:11,260 actually pierre-pierre computing because

56 00:03:07,510 --> 00:03:12,730 clients see terms get corrupted I made

57 00:03:11,260 --> 00:03:15,190 up the terms personal computer and I

58 00:03:12,730 --> 00:03:16,720 made up the term object-oriented and

59 00:03:15,190 --> 00:03:19,510 both of those have gotten corrupted into

60 00:03:16,720 --> 00:03:22,239 an almost meaningless terms

61 00:03:19,510 --> 00:03:26,430 client-server has gotten corrupted it's

62 00:03:22,239 --> 00:03:26,430 the new way of saying terminal mainframe

63 00:03:27,630 --> 00:03:33,330 I can assure you that was not what we

64 00:03:30,090 --> 00:03:35,670 had in mind any more than we thought

65 00:03:33,330 --> 00:03:39,000 that C++ would be called an

66 00:03:35,670 --> 00:03:41,720 object-oriented language or that the IBM

67 00:03:39,000 --> 00:03:45,410 PC would be called a personal computer I

68 00:03:41,720 --> 00:03:48,090 was more meanings originally or that

69 00:03:45,410 --> 00:03:53,070 windows 3.0 would be called a user

70 00:03:48,090 --> 00:03:57,600 interface as far as that goes but that's

71 00:03:53,070 --> 00:04:03,870 the way it goes now what happened is

72 00:03:57,600 --> 00:04:07,740 that around 1975 76 we had about 700 of

73 00:04:03,870 --> 00:04:11,730 these machines both at Palo Alto and in

74 00:04:07,740 --> 00:04:14,580 Rochester and we had I guess eight or

75 00:04:11,730 --> 00:04:17,160 nine Ethernet linked together and then

76 00:04:14,580 --> 00:04:19,950 linked by long lines from Rochester to

77 00:04:17,160 --> 00:04:22,650 Palo Alto and you could actually sit

78 00:04:19,950 --> 00:04:25,020 down and do something in Rochester that

79 00:04:22,650 --> 00:04:27,090 is very hard to do today you could go to

80 00:04:25,020 --> 00:04:32,610 Rochester and sit down at an alto and

81 00:04:27,090 --> 00:04:34,920 work as though that was your alto so

82 00:04:32,610 --> 00:04:37,290 this was a what you what today is called

83 00:04:34,920 --> 00:04:39,720 a natural network virtual address space

84 00:04:37,290 --> 00:04:41,670 the computations actually were able to

85 00:04:39,720 --> 00:04:45,750 float around the network they were not

86 00:04:41,670 --> 00:04:49,290 bound to specific machines and what

87 00:04:45,750 --> 00:04:51,750 happened was in August 1976 Xerox turned

88 00:04:49,290 --> 00:04:54,540 down all of this technology even though

89 00:04:51,750 --> 00:04:56,520 there were hundreds of machines working

90 00:04:54,540 --> 00:04:59,760 software the first desktop publishing

91 00:04:56,520 --> 00:05:02,430 system Microsoft Word which was

92 00:04:59,760 --> 00:05:05,580 originally called Bravo was done at Parc

93 00:05:02,430 --> 00:05:07,860 it was the word processing system that

94 00:05:05,580 --> 00:05:10,580 we used all of this stuff they turned it

95 00:05:07,860 --> 00:05:15,090 down of course that was a great shock

96 00:05:10,580 --> 00:05:17,790 but what did we know we kept on plugging

97 00:05:15,090 --> 00:05:20,040 away at at what we're doing in 1978 I

98 00:05:17,790 --> 00:05:22,380 met several of the executives who had

99 00:05:20,040 --> 00:05:23,880 made that decision and was really

100 00:05:22,380 --> 00:05:27,240 surprised to discover that they were

101 00:05:23,880 --> 00:05:32,490 actually somewhat intelligent even even

102 00:05:27,240 --> 00:05:34,200 for Xerox executives and then that was

103 00:05:32,490 --> 00:05:35,490 when I started worrying because you see

104 00:05:34,200 --> 00:05:39,870 when they turned it down we just thought

105 00:05:35,490 --> 00:05:41,340 well they're stupid they're dumb what do

106 00:05:39,870 --> 00:05:44,290 they know

107 00:05:41,340 --> 00:05:45,670 you know this is hopeless but when I

108 00:05:44,290 --> 00:05:47,260 found out they were intelligent and they

109 00:05:45,670 --> 00:05:49,510 still turned it down I realized that

110 00:05:47,260 --> 00:05:52,060 something much more serious was going on

111 00:05:49,510 --> 00:05:54,220 and one way of saying it as they were

112 00:05:52,060 --> 00:05:56,320 still doing Ptolemaic astronomy in

113 00:05:54,220 --> 00:05:58,750 Connecticut and we had started doing

114 00:05:56,320 --> 00:06:01,990 Copernican astronomy out in California

115 00:05:58,750 --> 00:06:05,290 when you get one of those where you get

116 00:06:01,990 --> 00:06:07,300 a complete miss between two ways of

117 00:06:05,290 --> 00:06:08,950 looking at the world you have something

118 00:06:07,300 --> 00:06:11,440 really serious because there aren't even

119 00:06:08,950 --> 00:06:14,650 grounds for conversation and what's

120 00:06:11,440 --> 00:06:17,680 worse the same words get used over again

121 00:06:14,650 --> 00:06:20,650 but in different ways in astronomy the

122 00:06:17,680 --> 00:06:23,350 word orbit comes from one of the initial

123 00:06:20,650 --> 00:06:25,870 beliefs by the Greeks that the planets

124 00:06:23,350 --> 00:06:28,540 are on transparent spheres you ever

125 00:06:25,870 --> 00:06:30,610 wonder why a planar orbit was called orb

126 00:06:28,540 --> 00:06:33,100 in orbit because they thought they were

127 00:06:30,610 --> 00:06:37,450 on glass spheres then it got taken over

128 00:06:33,100 --> 00:06:39,190 to mean planar orbits got reused by

129 00:06:37,450 --> 00:06:41,770 Copernicus to me and a heliocentric

130 00:06:39,190 --> 00:06:44,530 system got really used by Newton and

131 00:06:41,770 --> 00:06:47,080 Kepler and got reused by Einstein same

132 00:06:44,530 --> 00:06:49,090 word we use today the way people have

133 00:06:47,080 --> 00:06:51,280 trouble with science science

134 00:06:49,090 --> 00:06:56,350 unfortunately decided to reuse the word

135 00:06:51,280 --> 00:06:57,820 theory and people when they hear about

136 00:06:56,350 --> 00:07:00,250 the theory of relativity they say oh

137 00:06:57,820 --> 00:07:03,370 that's just a theory or the theory of

138 00:07:00,250 --> 00:07:05,710 evolution that's just a theory theory

139 00:07:03,370 --> 00:07:09,790 and science means something completely

140 00:07:05,710 --> 00:07:12,280 different we separate out the two words

141 00:07:09,790 --> 00:07:14,530 theory and conjecture it's a theory and

142 00:07:12,280 --> 00:07:17,310 science is something that has been set

143 00:07:14,530 --> 00:07:19,960 up in such a way and beaten on for years

144 00:07:17,310 --> 00:07:22,120 so it is a ball stirred set of arguments

145 00:07:19,960 --> 00:07:23,500 why don't we call it the truth the

146 00:07:22,120 --> 00:07:27,250 reason is is that science doesn't

147 00:07:23,500 --> 00:07:31,090 believe that you can find truth it's a

148 00:07:27,250 --> 00:07:32,770 cliche and a myth does science believes

149 00:07:31,090 --> 00:07:35,050 that what you can find are better and

150 00:07:32,770 --> 00:07:36,070 better mappings of the world so that's

151 00:07:35,050 --> 00:07:39,040 what I'm going to talk to you today

152 00:07:36,070 --> 00:07:42,730 about are because the way you get into

153 00:07:39,040 --> 00:07:44,770 the future is by realizing that the way

154 00:07:42,730 --> 00:07:47,290 we look at the world in any given time

155 00:07:44,770 --> 00:07:49,630 is always through our own mappings and

156 00:07:47,290 --> 00:07:50,710 we can come up with different mappings

157 00:07:49,630 --> 00:07:52,240 and when we come up with different

158 00:07:50,710 --> 00:07:55,120 mappings we can look at the world in a

159 00:07:52,240 --> 00:07:56,680 different way now

160 00:07:55,120 --> 00:08:01,030 the big problem with predicting the

161 00:07:56,680 --> 00:08:04,960 future is in large part because of the

162 00:08:01,030 --> 00:08:07,150 funny ways that human like to think so

163 00:08:04,960 --> 00:08:10,810 here are three ways of getting from A to

164 00:08:07,150 --> 00:08:13,990 B the first one is random walk you start

165 00:08:10,810 --> 00:08:15,790 off from place a there on the left and

166 00:08:13,990 --> 00:08:17,560 at every corner you take a random

167 00:08:15,790 --> 00:08:20,290 turning and eventually you can prove

168 00:08:17,560 --> 00:08:22,780 that you will get to B I always think of

169 00:08:20,290 --> 00:08:27,389 that as a perfect example of hire

170 00:08:22,780 --> 00:08:32,950 management's main way of doing things

171 00:08:27,389 --> 00:08:34,779 now lower in the organization you have a

172 00:08:32,950 --> 00:08:37,539 more rational way of looking at it which

173 00:08:34,779 --> 00:08:39,610 is reduce the differences this is what

174 00:08:37,539 --> 00:08:43,089 they teach in business school and in

175 00:08:39,610 --> 00:08:46,140 most elementary and high schools and

176 00:08:43,089 --> 00:08:48,070 colleges is problem-solving

177 00:08:46,140 --> 00:08:50,680 problem-solving the way you solve a

178 00:08:48,070 --> 00:08:53,320 problem here is that at each step of the

179 00:08:50,680 --> 00:08:55,570 way you see if you can get closer to the

180 00:08:53,320 --> 00:08:57,130 gold state and then when you have

181 00:08:55,570 --> 00:08:59,830 reduced that difference to zero you've

182 00:08:57,130 --> 00:09:01,630 achieved the goal now it turns out that

183 00:08:59,830 --> 00:09:03,460 both of these ways of doing things are

184 00:09:01,630 --> 00:09:07,750 completely have been obsolete for many

185 00:09:03,460 --> 00:09:11,680 many years the way really good things

186 00:09:07,750 --> 00:09:14,100 are done is at the bottom there and what

187 00:09:11,680 --> 00:09:18,100 you do is instead of going from A to B

188 00:09:14,100 --> 00:09:21,310 randomly or by reducing differences what

189 00:09:18,100 --> 00:09:25,480 you do is you go away from B for a while

190 00:09:21,310 --> 00:09:26,980 and find us find a superhighway because

191 00:09:25,480 --> 00:09:29,500 you can go away from B for a while and

192 00:09:26,980 --> 00:09:32,290 you find a superhighway you can get very

193 00:09:29,500 --> 00:09:35,350 very close to B be very very rapidly

194 00:09:32,290 --> 00:09:37,930 then get off find B now this is very

195 00:09:35,350 --> 00:09:40,480 hard for people to do companies have the

196 00:09:37,930 --> 00:09:44,050 hardest time going away from their short

197 00:09:40,480 --> 00:09:48,040 term goals in order to build structures

198 00:09:44,050 --> 00:09:50,620 that will allow them to deal with many

199 00:09:48,040 --> 00:09:51,670 many goals in the future rather than

200 00:09:50,620 --> 00:09:55,180 just the ones that they're working with

201 00:09:51,670 --> 00:09:58,959 now you could think of this third way of

202 00:09:55,180 --> 00:10:00,130 looking at things as a architecture if

203 00:09:58,959 --> 00:10:05,700 you want you could think of it as a

204 00:10:00,130 --> 00:10:08,460 paradigm that's going away from the goal

205 00:10:05,700 --> 00:10:11,110 sometimes called research

206 00:10:08,460 --> 00:10:13,420 it's the kind of investment that you

207 00:10:11,110 --> 00:10:15,720 make in order to find large-scale

208 00:10:13,420 --> 00:10:18,700 architectures that are going to help you

209 00:10:15,720 --> 00:10:20,800 so if we want to predict the future we

210 00:10:18,700 --> 00:10:24,310 have to find some way that is not

211 00:10:20,800 --> 00:10:26,230 extrapolate 'iv something that doesn't

212 00:10:24,310 --> 00:10:27,970 rely on the future being a lot like the

213 00:10:26,230 --> 00:10:29,950 present where else we're just going to

214 00:10:27,970 --> 00:10:36,610 come up with improved versions of the

215 00:10:29,950 --> 00:10:38,890 present so here is a dream called MMX is

216 00:10:36,610 --> 00:10:42,220 done by Vannevar Bush who is president

217 00:10:38,890 --> 00:10:44,560 roosevelt's science advisor who wrote an

218 00:10:42,220 --> 00:10:46,990 article in 1945 and in that article he

219 00:10:44,560 --> 00:10:48,880 said not too long from now everybody

220 00:10:46,990 --> 00:10:52,540 will be able to have in their house a

221 00:10:48,880 --> 00:10:56,400 device the size of a desk in that desk

222 00:10:52,540 --> 00:11:00,730 stored optically will be the contents of

223 00:10:56,400 --> 00:11:03,700 about a small town library about five to

224 00:11:00,730 --> 00:11:04,990 ten thousand volumes worth of materials

225 00:11:03,700 --> 00:11:09,880 and we'll be able to search that we'll

226 00:11:04,990 --> 00:11:11,410 be able to look on look at this material

227 00:11:09,880 --> 00:11:14,950 on various screens and we'll have

228 00:11:11,410 --> 00:11:17,440 pointing devices that we can put new

229 00:11:14,950 --> 00:11:22,600 information in and keyboards and etc etc

230 00:11:17,440 --> 00:11:25,600 so this is Memex written in 1945 by a

231 00:11:22,600 --> 00:11:26,860 pretty good scientist I had some good

232 00:11:25,600 --> 00:11:28,840 reasons to believe that this could

233 00:11:26,860 --> 00:11:31,240 happen because he was aware of things

234 00:11:28,840 --> 00:11:33,610 that were going on at the time including

235 00:11:31,240 --> 00:11:35,850 the development of computers and of

236 00:11:33,610 --> 00:11:38,890 various kinds of dry photography

237 00:11:35,850 --> 00:11:41,500 microfilm microfiche and so forth we're

238 00:11:38,890 --> 00:11:44,620 all being developed then the critical

239 00:11:41,500 --> 00:11:46,660 thing about this for the story today is

240 00:11:44,620 --> 00:11:49,000 that a number of the people who invented

241 00:11:46,660 --> 00:11:53,350 the technologies that you're using today

242 00:11:49,000 --> 00:11:54,790 saw this Engelbart who was a towering

243 00:11:53,350 --> 00:11:57,880 figure we'll meet him in a minute

244 00:11:54,790 --> 00:12:00,340 saw this in 1945 he was in the Navy and

245 00:11:57,880 --> 00:12:05,440 he read it read this version in Life

246 00:12:00,340 --> 00:12:08,890 magazine had pictures on it I saw it

247 00:12:05,440 --> 00:12:11,550 when I was 14 years old as a result of

248 00:12:08,890 --> 00:12:15,280 reading a science fiction book in 1954

249 00:12:11,550 --> 00:12:16,900 so and other people saw it and when it

250 00:12:15,280 --> 00:12:20,260 came time to actually do it there was

251 00:12:16,900 --> 00:12:21,580 already an image of what it would be

252 00:12:20,260 --> 00:12:25,720 really nice to have

253 00:12:21,580 --> 00:12:28,030 it didn't look at all like ENIAC a huge

254 00:12:25,720 --> 00:12:31,570 mainframe computer for solving ballistic

255 00:12:28,030 --> 00:12:35,290 problems it didn't look like a univac it

256 00:12:31,570 --> 00:12:37,720 didn't look like a any kind of mainframe

257 00:12:35,290 --> 00:12:40,000 computer in IBM 650 this looked like

258 00:12:37,720 --> 00:12:41,520 something that a person could use and

259 00:12:40,000 --> 00:12:46,450 actually this became the rallying cry

260 00:12:41,520 --> 00:12:49,110 starting around 1960 ok so there are

261 00:12:46,450 --> 00:12:51,910 several different ways of thinking about

262 00:12:49,110 --> 00:12:53,380 computing back then one was that the

263 00:12:51,910 --> 00:12:56,320 mainframe was gone of a universal

264 00:12:53,380 --> 00:13:00,370 factory that was IBM's way of thinking

265 00:12:56,320 --> 00:13:04,530 about it Engelbert thought of computing

266 00:13:00,370 --> 00:13:07,930 as a kind of a vehicle now Engle Bart

267 00:13:04,530 --> 00:13:11,080 was the guy who invented the mouse and

268 00:13:07,930 --> 00:13:12,910 that looks like a fairly modern picture

269 00:13:11,080 --> 00:13:14,980 because let me ask the crowd here how

270 00:13:12,910 --> 00:13:19,240 many people have in their office right

271 00:13:14,980 --> 00:13:20,770 now a two-page display right not one of

272 00:13:19,240 --> 00:13:22,510 these little guys but one of these guys

273 00:13:20,770 --> 00:13:25,510 you can put two two full pages of

274 00:13:22,510 --> 00:13:27,460 display okay couple people so there's

275 00:13:25,510 --> 00:13:29,830 one right there that was the first one

276 00:13:27,460 --> 00:13:36,390 anybody ever used that picture was taken

277 00:13:29,830 --> 00:13:38,740 in 1966 okay so in 1966 Engelbart had

278 00:13:36,390 --> 00:13:41,080 thought through that computers were not

279 00:13:38,740 --> 00:13:44,620 about processing numbers they were

280 00:13:41,080 --> 00:13:45,790 actually there to relate information now

281 00:13:44,620 --> 00:13:47,980 he was one of the people who invented

282 00:13:45,790 --> 00:13:49,210 one of the first word processors but he

283 00:13:47,980 --> 00:13:50,280 didn't think computers were for word

284 00:13:49,210 --> 00:13:52,600 processing

285 00:13:50,280 --> 00:13:54,820 he didn't think they were for outlying

286 00:13:52,600 --> 00:13:57,040 processing he thought that they were for

287 00:13:54,820 --> 00:14:00,340 relating information and he realized

288 00:13:57,040 --> 00:14:09,550 something very very profound about

289 00:14:00,340 --> 00:14:12,790 computing that is an ordinary physical

290 00:14:09,550 --> 00:14:16,720 space that we live in if we have point a

291 00:14:12,790 --> 00:14:19,560 here and we have a point B down here it

292 00:14:16,720 --> 00:14:19,560 isn't the same place

293 00:14:21,100 --> 00:14:27,420 what's been generated in between them is

294 00:14:23,730 --> 00:14:30,910 that horrible thing called distance an

295 00:14:27,420 --> 00:14:32,320 angle Bart realized something very

296 00:14:30,910 --> 00:14:34,890 interesting about distance and that is

297 00:14:32,320 --> 00:14:38,140 if here's that this is a two dimensional

298 00:14:34,890 --> 00:14:41,680 space we have a two dimensional distance

299 00:14:38,140 --> 00:14:44,200 but what's incredible about distance is

300 00:14:41,680 --> 00:14:48,520 if you give me one more dimension I can

301 00:14:44,200 --> 00:14:49,990 get rid of the distance right just one

302 00:14:48,520 --> 00:14:51,700 more dimension than the dimension of my

303 00:14:49,990 --> 00:14:53,500 information and I can get all of the

304 00:14:51,700 --> 00:14:57,160 intervention interesting information in

305 00:14:53,500 --> 00:15:01,110 the same place in hyperspace and I can

306 00:14:57,160 --> 00:15:01,110 do it for any number of them

307 00:15:01,230 --> 00:15:05,650 that's what Engelbart did so he was the

308 00:15:04,390 --> 00:15:08,470 guy who invented what we now call

309 00:15:05,650 --> 00:15:10,780 hypertext or hyper media he realized

310 00:15:08,470 --> 00:15:13,360 that what people really want is not an

311 00:15:10,780 --> 00:15:16,510 imitation of paper they want something

312 00:15:13,360 --> 00:15:18,610 better they don't want to automate old

313 00:15:16,510 --> 00:15:21,370 things what they need is to take all the

314 00:15:18,610 --> 00:15:23,260 interesting information about a wide

315 00:15:21,370 --> 00:15:25,830 number of things and exits so that all

316 00:15:23,260 --> 00:15:30,600 of those things are in the same place

317 00:15:25,830 --> 00:15:32,890 and Ivan Sutherland around the same time

318 00:15:30,600 --> 00:15:34,480 did something wonderful he was the guy

319 00:15:32,890 --> 00:15:37,720 who invented computer graphics it was

320 00:15:34,480 --> 00:15:39,790 invented around 1962 and again he just

321 00:15:37,720 --> 00:15:42,970 didn't do it to imitate paper to imitate

322 00:15:39,790 --> 00:15:44,800 drafting he looked at and said what else

323 00:15:42,970 --> 00:15:47,440 can it do this is what we should always

324 00:15:44,800 --> 00:15:50,050 ask most important question what else

325 00:15:47,440 --> 00:15:52,450 can it do and what it could do is it

326 00:15:50,050 --> 00:15:55,450 could simulate things so on this thing

327 00:15:52,450 --> 00:15:57,010 this picture taken in 1962 Sutherland is

328 00:15:55,450 --> 00:15:59,490 sitting in front of a bridge that he's

329 00:15:57,010 --> 00:16:02,500 drawn and sketchpad and that bridge is

330 00:15:59,490 --> 00:16:04,270 dynamically sustaining a weight and

331 00:16:02,500 --> 00:16:06,940 showing him what the stresses and

332 00:16:04,270 --> 00:16:09,850 strains on the bridge are so here are

333 00:16:06,940 --> 00:16:13,690 three completely different metaphors for

334 00:16:09,850 --> 00:16:15,970 computing I think you'll agree that the

335 00:16:13,690 --> 00:16:17,640 dominant metaphor today is still the

336 00:16:15,970 --> 00:16:21,430 Universal Factory

337 00:16:17,640 --> 00:16:23,640 American business by and large uses

338 00:16:21,430 --> 00:16:28,660 computers to automate accounting I'm

339 00:16:23,640 --> 00:16:30,390 sure that Wells Fargo does really do

340 00:16:28,660 --> 00:16:34,360 they think of it as a vehicle for

341 00:16:30,390 --> 00:16:34,810 traversing hyperspace where all of the

342 00:16:34,360 --> 00:16:36,580 stuff

343 00:16:34,810 --> 00:16:38,830 of interest to you should be available

344 00:16:36,580 --> 00:16:41,380 dynamically and rarely do they think of

345 00:16:38,830 --> 00:16:44,050 it as a simulator for being able to deal

346 00:16:41,380 --> 00:16:45,580 with very complex problems and try and

347 00:16:44,050 --> 00:16:49,810 understand what happens next

348 00:16:45,580 --> 00:16:51,310 now individuals do about 70% of the use

349 00:16:49,810 --> 00:16:56,860 of spreadsheets on personal computers

350 00:16:51,310 --> 00:16:59,850 our what-ifs but IT organizations almost

351 00:16:56,860 --> 00:17:05,650 never do IT organizations run

352 00:16:59,850 --> 00:17:07,030 post-mortems on already in bomb de right

353 00:17:05,650 --> 00:17:09,760 by the time they get around to writing

354 00:17:07,030 --> 00:17:12,430 an application which is usually 18

355 00:17:09,760 --> 00:17:14,939 months after it was requested the

356 00:17:12,430 --> 00:17:18,310 information is not of interest anymore

357 00:17:14,939 --> 00:17:20,050 so the metaphor that we pick for

358 00:17:18,310 --> 00:17:24,730 thinking about what computing is is very

359 00:17:20,050 --> 00:17:27,610 very critical now I started thinking

360 00:17:24,730 --> 00:17:29,440 about I started in 1961 and I started

361 00:17:27,610 --> 00:17:31,720 thinking about this stuff and it I was

362 00:17:29,440 --> 00:17:36,790 very intrigued with angle Bart's stuff

363 00:17:31,720 --> 00:17:39,490 and in 1967 I built this machine in the

364 00:17:36,790 --> 00:17:41,679 center the top Center there it was

365 00:17:39,490 --> 00:17:43,570 called the Flex machine so it looks like

366 00:17:41,679 --> 00:17:46,150 a personal computer of today it was a

367 00:17:43,570 --> 00:17:48,670 personal computer was a desktop computer

368 00:17:46,150 --> 00:17:52,090 for very special deaths namely those

369 00:17:48,670 --> 00:17:53,940 made out of steel so weighed about 400

370 00:17:52,090 --> 00:17:57,060 pounds

371 00:17:53,940 --> 00:18:01,470 and had a had a fan that was likened to

372 00:17:57,060 --> 00:18:04,110 a 747 taking off C in those days the

373 00:18:01,470 --> 00:18:05,520 integrated circuit packages integrated

374 00:18:04,110 --> 00:18:08,760 circuits were very very small they only

375 00:18:05,520 --> 00:18:10,920 had about 16 or 32 gates on them and so

376 00:18:08,760 --> 00:18:13,290 this machine which was quite weak by

377 00:18:10,920 --> 00:18:16,650 today's standards had more than 700 of

378 00:18:13,290 --> 00:18:20,100 those little black boxes in it and so it

379 00:18:16,650 --> 00:18:22,050 generated a lot of heat and then I

380 00:18:20,100 --> 00:18:25,710 happened to see some of seymour papert's

381 00:18:22,050 --> 00:18:27,510 early work with logo and it got me

382 00:18:25,710 --> 00:18:29,600 thinking all of a sudden that computers

383 00:18:27,510 --> 00:18:32,910 were not Veals

384 00:18:29,600 --> 00:18:34,560 computers were like media they were like

385 00:18:32,910 --> 00:18:40,890 media and I suddenly remembered

386 00:18:34,560 --> 00:18:42,270 something quite striking I don't know

387 00:18:40,890 --> 00:18:45,270 how many people here have ever been in a

388 00:18:42,270 --> 00:18:48,450 medieval library there's one still set

389 00:18:45,270 --> 00:18:50,430 up in Florence and what they look like

390 00:18:48,450 --> 00:18:54,210 is there a room about four times this

391 00:18:50,430 --> 00:18:55,770 size there are no shelves why because

392 00:18:54,210 --> 00:18:58,380 most libraries had less than a hundred

393 00:18:55,770 --> 00:19:02,370 books one of the largest libraries in

394 00:18:58,380 --> 00:19:06,570 Europe the Vatican Library in the year

395 00:19:02,370 --> 00:19:09,720 1400 only had 392 books each Brook took

396 00:19:06,570 --> 00:19:13,140 about 10 to 15 years to copy by a group

397 00:19:09,720 --> 00:19:14,910 of group of monks so when he went into a

398 00:19:13,140 --> 00:19:19,800 medieval library what you saw were

399 00:19:14,910 --> 00:19:25,110 tables reading areas each book was

400 00:19:19,800 --> 00:19:27,050 chained to the table table after table

401 00:19:25,110 --> 00:19:29,370 after table about a hundred of them and

402 00:19:27,050 --> 00:19:32,480 so they it flashed into my mind that

403 00:19:29,370 --> 00:19:35,340 looks just like a time-sharing bullpen

404 00:19:32,480 --> 00:19:38,790 right time sharing terminals using

405 00:19:35,340 --> 00:19:40,730 something so expensive only an

406 00:19:38,790 --> 00:19:42,720 institution could own it

407 00:19:40,730 --> 00:19:47,730 individuals accept that unless they were

408 00:19:42,720 --> 00:19:51,630 kings couldn't own this stuff and then I

409 00:19:47,730 --> 00:19:54,870 flashed to Gutenberg's Bible which was

410 00:19:51,630 --> 00:19:57,660 printed but it was printed in imitation

411 00:19:54,870 --> 00:19:59,400 of this stuff and I suddenly looked at

412 00:19:57,660 --> 00:20:00,780 the Flex machine and said you know that

413 00:19:59,400 --> 00:20:05,700 thing looks just like a time-sharing

414 00:20:00,780 --> 00:20:06,809 terminal is this am I just imitating the

415 00:20:05,700 --> 00:20:09,929 past

416 00:20:06,809 --> 00:20:11,789 what is this thing by the way Guttenberg

417 00:20:09,929 --> 00:20:15,990 buy it the first Gutenberg Bibles were

418 00:20:11,789 --> 00:20:19,200 incredibly cheap costs only two years of

419 00:20:15,990 --> 00:20:21,210 a clerks wages to buy one it was about

420 00:20:19,200 --> 00:20:24,960 sixty thousand dollars today and if you

421 00:20:21,210 --> 00:20:28,559 think of that if you think of that as

422 00:20:24,960 --> 00:20:30,179 about what a workstation costs expensive

423 00:20:28,559 --> 00:20:31,499 workstation costs compared to the

424 00:20:30,179 --> 00:20:33,960 millions of dollars from one of these

425 00:20:31,499 --> 00:20:37,200 things it is rather cheap but what

426 00:20:33,960 --> 00:20:38,610 flashes of my mind then was the turning

427 00:20:37,200 --> 00:20:41,700 point in the development of the book

428 00:20:38,610 --> 00:20:44,669 which was this third stage and that was

429 00:20:41,700 --> 00:20:48,749 done by a guy by the name of Aldous not

430 00:20:44,669 --> 00:20:50,519 Elvis PageMaker that could have been his

431 00:20:48,749 --> 00:20:53,129 name because he was a printer in Venice

432 00:20:50,519 --> 00:20:58,019 that's where the company got their name

433 00:20:53,129 --> 00:20:59,929 Aldus Manutius around 1495 decided books

434 00:20:58,019 --> 00:21:02,580 should not be like this

435 00:20:59,929 --> 00:21:07,200 so the Gutenberg galaxy I mean the

436 00:21:02,580 --> 00:21:08,970 Gutenberg Bible and manuscripts but he

437 00:21:07,200 --> 00:21:13,470 decided that book should be the size

438 00:21:08,970 --> 00:21:16,350 they are today you've ever wondered why

439 00:21:13,470 --> 00:21:18,389 books are the size they are today it

440 00:21:16,350 --> 00:21:22,799 could be any size it could be really

441 00:21:18,389 --> 00:21:24,720 small it could be big this size I'll

442 00:21:22,799 --> 00:21:29,070 tell you why because that is the size

443 00:21:24,720 --> 00:21:31,080 that saddlebags were in Venice Aldous

444 00:21:29,070 --> 00:21:33,049 went out and measured saddlebags and

445 00:21:31,080 --> 00:21:35,399 took the average saddlebag size and

446 00:21:33,049 --> 00:21:39,389 decided to print a library or she called

447 00:21:35,399 --> 00:21:40,950 the portable library in 1495 so that

448 00:21:39,389 --> 00:21:43,889 people could take them with now this is

449 00:21:40,950 --> 00:21:45,840 a profound idea because Elvis was the

450 00:21:43,889 --> 00:21:48,720 first person who really realized that

451 00:21:45,840 --> 00:21:52,559 books were now something that could be

452 00:21:48,720 --> 00:21:54,149 lost it was not a crime against humanity

453 00:21:52,559 --> 00:21:58,940 to lose a book because he could go buy

454 00:21:54,149 --> 00:22:01,919 another one okay so that happened around

455 00:21:58,940 --> 00:22:05,179 1495 and suddenly I suddenly realized

456 00:22:01,919 --> 00:22:08,299 that a computer should look like this

457 00:22:05,179 --> 00:22:10,470 should be something the size of a book

458 00:22:08,299 --> 00:22:14,970 should be something that you always have

459 00:22:10,470 --> 00:22:18,450 with you and I made that cardboard model

460 00:22:14,970 --> 00:22:20,770 in 1968 that's what a computer should

461 00:22:18,450 --> 00:22:23,200 look like now just to give you an idea

462 00:22:20,770 --> 00:22:26,710 to try and understand why the the

463 00:22:23,200 --> 00:22:31,090 situation we're in today here is a

464 00:22:26,710 --> 00:22:36,370 completely transitional one this is a

465 00:22:31,090 --> 00:22:39,850 much Stabler form than this one you have

466 00:22:36,370 --> 00:22:44,710 to realize that remember printing was

467 00:22:39,850 --> 00:22:51,460 invented around 1450 to 1450 for Aldous

468 00:22:44,710 --> 00:22:52,660 was 1495 wasn't until 1516 more than 60

469 00:22:51,460 --> 00:22:54,700 years after the printing press was

470 00:22:52,660 --> 00:23:00,030 invented that anybody thought to put

471 00:22:54,700 --> 00:23:02,740 page numbers on a book think about that

472 00:23:00,030 --> 00:23:06,640 how could they have meant notice Elvises

473 00:23:02,740 --> 00:23:08,680 Brooke here has no page numbers how

474 00:23:06,640 --> 00:23:09,940 could they possibly not have done the

475 00:23:08,680 --> 00:23:12,310 reason was is that when you only have

476 00:23:09,940 --> 00:23:14,200 392 books in the world's largest library

477 00:23:12,310 --> 00:23:18,370 and it if you're really rich and you may

478 00:23:14,200 --> 00:23:20,080 have at home five or ten books why have

479 00:23:18,370 --> 00:23:21,760 page numbers you know where everything

480 00:23:20,080 --> 00:23:25,240 is books are a celebration of what you

481 00:23:21,760 --> 00:23:27,640 already know so when we think about

482 00:23:25,240 --> 00:23:29,740 computers today one of the things we

483 00:23:27,640 --> 00:23:32,560 have to really understand is that we are

484 00:23:29,740 --> 00:23:35,800 in a transitional phase and that the use

485 00:23:32,560 --> 00:23:38,230 of computers by humans is going to be

486 00:23:35,800 --> 00:23:40,300 completely different than it is today

487 00:23:38,230 --> 00:23:42,510 just as the use today is completely

488 00:23:40,300 --> 00:23:45,310 different from what it was 20 years ago

489 00:23:42,510 --> 00:23:47,860 that's the importance of making sharp

490 00:23:45,310 --> 00:23:51,670 boundaries between these different ways

491 00:23:47,860 --> 00:23:53,140 of thinking about things now this all

492 00:23:51,670 --> 00:23:57,310 would have been fantasy and science

493 00:23:53,140 --> 00:24:00,630 fiction except for people like Gordon

494 00:23:57,310 --> 00:24:06,730 Moore Gordon Moore was a physicist in

495 00:24:00,630 --> 00:24:11,110 1965 he published the white part of this

496 00:24:06,730 --> 00:24:12,670 diagram which said you know from 1959

497 00:24:11,110 --> 00:24:18,910 whoops sorry

498 00:24:12,670 --> 00:24:20,260 from 1959 up to about 1965 things have

499 00:24:18,910 --> 00:24:22,750 been improving at about the rate of

500 00:24:20,260 --> 00:24:25,840 factor of two every year in integrated

501 00:24:22,750 --> 00:24:27,460 circuits he said I wonder if that can

502 00:24:25,840 --> 00:24:30,460 continue so he started looking at the

503 00:24:27,460 --> 00:24:32,060 physics of integrated circuits that gave

504 00:24:30,460 --> 00:24:34,220 him this line

505 00:24:32,060 --> 00:24:36,710 a few years later he said this line is

506 00:24:34,220 --> 00:24:38,900 too ambitious I'll predict that it will

507 00:24:36,710 --> 00:24:41,930 grow by a factor of two every two years

508 00:24:38,900 --> 00:24:45,560 which gave him this line and just for

509 00:24:41,930 --> 00:24:48,470 your enjoyment here the purple line is

510 00:24:45,560 --> 00:24:50,210 what actually happened right so it's

511 00:24:48,470 --> 00:24:52,660 grown slightly better it's grown about a

512 00:24:50,210 --> 00:24:56,300 factor of two every eighteen months

513 00:24:52,660 --> 00:25:02,570 since 1965 and Gordon Moore's prediction

514 00:24:56,300 --> 00:25:04,520 was a 30-year prediction now in order to

515 00:25:02,570 --> 00:25:06,860 make this prediction he had to back away

516 00:25:04,520 --> 00:25:11,860 he had to do remember my diagram he had

517 00:25:06,860 --> 00:25:14,090 to go away from B because the silicon

518 00:25:11,860 --> 00:25:18,050 that people were using was not a

519 00:25:14,090 --> 00:25:19,400 predictable silicon it was not easy to

520 00:25:18,050 --> 00:25:20,930 make predictions about it so he picked a

521 00:25:19,400 --> 00:25:23,600 simpler way of doing things which is

522 00:25:20,930 --> 00:25:25,910 thought to be too slow and made his

523 00:25:23,600 --> 00:25:27,980 predictions based on that that slow

524 00:25:25,910 --> 00:25:36,920 silicon happens to be a silicon we used

525 00:25:27,980 --> 00:25:39,920 today MOS silicon this single chart if

526 00:25:36,920 --> 00:25:42,860 well understood explains why IBM and Dec

527 00:25:39,920 --> 00:25:44,750 are in such trouble today explains why

528 00:25:42,860 --> 00:25:47,360 we have millions and millions of

529 00:25:44,750 --> 00:25:49,160 personal computers today it explains why

530 00:25:47,360 --> 00:25:51,500 people were not able to predict the

531 00:25:49,160 --> 00:25:53,180 future in a reasonable way because this

532 00:25:51,500 --> 00:25:56,920 is an exponential curve this is talking

533 00:25:53,180 --> 00:26:01,550 about a factor of 10 million change in

534 00:25:56,920 --> 00:26:06,020 20 years so almost everything that we're

535 00:26:01,550 --> 00:26:07,490 doing today is based on this now the

536 00:26:06,020 --> 00:26:10,760 thing is you have to realize about the

537 00:26:07,490 --> 00:26:13,840 human nervous system is that factors of

538 00:26:10,760 --> 00:26:17,260 10 and factors of a hundred change our

539 00:26:13,840 --> 00:26:20,780 qualitative to us they may look on paper

540 00:26:17,260 --> 00:26:23,900 quantitative but a factor of 10 change

541 00:26:20,780 --> 00:26:26,180 in speed is qualitative to us what

542 00:26:23,900 --> 00:26:29,360 happened to IBM because they were aware

543 00:26:26,180 --> 00:26:32,210 of this is they couldn't believe that

544 00:26:29,360 --> 00:26:33,890 this meant anything other than they

545 00:26:32,210 --> 00:26:36,350 would be able to make cheaper mainframes

546 00:26:33,890 --> 00:26:39,620 and make more profit on them they could

547 00:26:36,350 --> 00:26:41,660 not imagine the actual implications of

548 00:26:39,620 --> 00:26:44,150 being able to put an entire computer on

549 00:26:41,660 --> 00:26:45,470 a chip and that there would have to be

550 00:26:44,150 --> 00:26:49,940 millions of them

551 00:26:45,470 --> 00:26:51,470 so they lost they missed so these three

552 00:26:49,940 --> 00:26:53,990 ways of looking at things

553 00:26:51,470 --> 00:26:55,850 I gave names to I called the mainframe

554 00:26:53,990 --> 00:26:58,159 thing institutional computing I called

555 00:26:55,850 --> 00:27:01,460 the desktop machine personal computing

556 00:26:58,159 --> 00:27:06,740 and I called this handheld Aldus type

557 00:27:01,460 --> 00:27:09,470 computer an intimate computer and in the

558 00:27:06,740 --> 00:27:12,679 late 60s I sat down and tried to write

559 00:27:09,470 --> 00:27:15,649 down some of the conclusions that a

560 00:27:12,679 --> 00:27:18,049 person would reach for in each of these

561 00:27:15,649 --> 00:27:19,909 belief structures now another word

562 00:27:18,049 --> 00:27:25,580 that's been devalued almost beyond

563 00:27:19,909 --> 00:27:28,220 repair is paradigm right paradigm is a

564 00:27:25,580 --> 00:27:30,230 belief structure so you could just as

565 00:27:28,220 --> 00:27:31,929 easily say this is the institutional

566 00:27:30,230 --> 00:27:35,830 paradigm the personal computing paradigm

567 00:27:31,929 --> 00:27:39,919 or the intimate paradigm doesn't matter

568 00:27:35,830 --> 00:27:41,600 scientists like paradigms because it is

569 00:27:39,919 --> 00:27:44,330 so hard to think about things that

570 00:27:41,600 --> 00:27:46,519 aren't already around so we play all

571 00:27:44,330 --> 00:27:47,779 kinds of tricks and mind games and one

572 00:27:46,519 --> 00:27:50,029 of the ones that we do is to drive

573 00:27:47,779 --> 00:27:52,639 artificial boundaries between things to

574 00:27:50,029 --> 00:27:55,100 see if we can find differentiation so

575 00:27:52,639 --> 00:27:56,360 this is one of those things saying these

576 00:27:55,100 --> 00:27:57,590 are three different ways of thinking

577 00:27:56,360 --> 00:28:03,340 about the world and what are the

578 00:27:57,590 --> 00:28:06,340 implications whoops sorry about that

579 00:28:03,340 --> 00:28:06,340 the

580 00:28:08,559 --> 00:28:12,919 now what types one of the ways of

581 00:28:11,270 --> 00:28:15,950 thinking about it is what types of data

582 00:28:12,919 --> 00:28:18,200 do you use institutional uses letters

583 00:28:15,950 --> 00:28:20,000 and numbers I discovered just a few

584 00:28:18,200 --> 00:28:21,940 years ago that my Dennis still had those

585 00:28:20,000 --> 00:28:26,090 green and white print out sheets

586 00:28:21,940 --> 00:28:27,710 needless to say I changed Dennis so I

587 00:28:26,090 --> 00:28:33,770 was wondering what other old technology

588 00:28:27,710 --> 00:28:35,150 he might be using there's law by the way

589 00:28:33,770 --> 00:28:39,679 does anybody know who toward more is

590 00:28:35,150 --> 00:28:40,660 here who is Gordon Moore who did Moore's

591 00:28:39,679 --> 00:28:45,799 law

592 00:28:40,660 --> 00:28:49,040 yeah so Moore got a lot of criticism for

593 00:28:45,799 --> 00:28:50,360 that curve and so he decided to do this

594 00:28:49,040 --> 00:28:52,400 thing well the best way to predict the

595 00:28:50,360 --> 00:28:54,620 future is to invent it so he said let's

596 00:28:52,400 --> 00:28:56,780 found a company to work on MOS silicon

597 00:28:54,620 --> 00:28:59,390 happened to be Intel he's one of the

598 00:28:56,780 --> 00:29:01,090 richest guys in California right now

599 00:28:59,390 --> 00:29:04,400 he's worth more than a billion dollars

600 00:29:01,090 --> 00:29:05,870 from that because of course see when the

601 00:29:04,400 --> 00:29:06,980 astronauts got out in space and they

602 00:29:05,870 --> 00:29:09,200 look back at the earth you know what

603 00:29:06,980 --> 00:29:11,720 they saw they saw something that looked

604 00:29:09,200 --> 00:29:14,900 just like a globe that had been done in

605 00:29:11,720 --> 00:29:16,030 the 19th century that's what science is

606 00:29:14,900 --> 00:29:20,299 all about

607 00:29:16,030 --> 00:29:21,740 no surprises you get out there and if

608 00:29:20,299 --> 00:29:25,400 you've done your work properly you

609 00:29:21,740 --> 00:29:27,470 should see what you expect to see so

610 00:29:25,400 --> 00:29:30,380 Gordon Moore was right and he was able

611 00:29:27,470 --> 00:29:32,290 to get profit from it and if you think

612 00:29:30,380 --> 00:29:34,940 about the implications of Moore's law

613 00:29:32,290 --> 00:29:37,309 you're going to start using bitmap

614 00:29:34,940 --> 00:29:38,510 screens it's one of the first things we

615 00:29:37,309 --> 00:29:41,690 invented at Xerox PARC

616 00:29:38,510 --> 00:29:44,390 because now we could have bits bits

617 00:29:41,690 --> 00:29:47,600 weren't just for computation anymore and

618 00:29:44,390 --> 00:29:51,530 then later on all other media was going

619 00:29:47,600 --> 00:29:53,240 to have to come along and one of the

620 00:29:51,530 --> 00:29:56,660 implications of this is that when you

621 00:29:53,240 --> 00:29:59,870 get into this third stage you're not

622 00:29:56,660 --> 00:30:01,100 going to print printing will go away now

623 00:29:59,870 --> 00:30:03,679 people have been saying that for years

624 00:30:01,100 --> 00:30:07,820 and we have more paper than yes yes I

625 00:30:03,679 --> 00:30:10,910 know but think of it this way when your

626 00:30:07,820 --> 00:30:12,530 information is related in such a way

627 00:30:10,910 --> 00:30:16,640 that all important things are together

628 00:30:12,530 --> 00:30:18,290 you're not going to print it out how

629 00:30:16,640 --> 00:30:20,230 many people here do forecasting by

630 00:30:18,290 --> 00:30:22,820 spreadsheets

631 00:30:20,230 --> 00:30:27,010 okay who does anybody print out the

632 00:30:22,820 --> 00:30:29,750 spreadsheet template no you know why

633 00:30:27,010 --> 00:30:30,890 because what ones you're going to print

634 00:30:29,750 --> 00:30:34,100 out you're going to print out a hundred

635 00:30:30,890 --> 00:30:35,510 of them every one of those things you've

636 00:30:34,100 --> 00:30:38,690 done you change a number and the whole

637 00:30:35,510 --> 00:30:41,410 spreadsheet changes so the multi is to

638 00:30:38,690 --> 00:30:45,170 think about in multimedia are not

639 00:30:41,410 --> 00:30:48,790 combining voice and images the multi is

640 00:30:45,170 --> 00:30:52,730 to think about our multi-dimensional and

641 00:30:48,790 --> 00:30:54,500 multi process so as we go more and more

642 00:30:52,730 --> 00:30:59,510 towards multiply multi dimensional

643 00:30:54,500 --> 00:31:04,310 representations and simulations printing

644 00:30:59,510 --> 00:31:07,970 will kill both of those things and what

645 00:31:04,310 --> 00:31:10,280 we have now is synthetic paper that

646 00:31:07,970 --> 00:31:11,720 comes along just in the nick of time to

647 00:31:10,280 --> 00:31:14,120 save us we can now have all of our

648 00:31:11,720 --> 00:31:17,510 dynamic information structures with us

649 00:31:14,120 --> 00:31:22,460 at all times so printing is finally

650 00:31:17,510 --> 00:31:25,430 going to go away by my friend Nicolas

651 00:31:22,460 --> 00:31:27,320 Monte thought of it this way thought of

652 00:31:25,430 --> 00:31:30,620 the worlds of publishing entertainment

653 00:31:27,320 --> 00:31:32,540 and computing imploding on each other

654 00:31:30,620 --> 00:31:33,650 because now every single one of them

655 00:31:32,540 --> 00:31:35,030 could have everything that they do

656 00:31:33,650 --> 00:31:36,950 represent it digitally

657 00:31:35,030 --> 00:31:38,960 when you have everything represented in

658 00:31:36,950 --> 00:31:42,230 the same form you basically have the

659 00:31:38,960 --> 00:31:45,950 same business they use the same

660 00:31:42,230 --> 00:31:49,310 transmission everybody who has access to

661 00:31:45,950 --> 00:31:52,030 the Internet is a publisher you can

662 00:31:49,310 --> 00:31:55,160 publish just as well as mcgraw-hill can

663 00:31:52,030 --> 00:31:56,870 in fact your if you have access to the

664 00:31:55,160 --> 00:32:00,770 Internet you are actually a miniature

665 00:31:56,870 --> 00:32:02,720 FCC I don't know whether you know it but

666 00:32:00,770 --> 00:32:05,360 people send television programs back and

667 00:32:02,720 --> 00:32:08,030 forth on the on the internet and radio

668 00:32:05,360 --> 00:32:12,140 there's a constant internet radio

669 00:32:08,030 --> 00:32:14,360 between scientists and stuff and there

670 00:32:12,140 --> 00:32:17,480 are no channels were requested from the

671 00:32:14,360 --> 00:32:19,220 FCC because the internet does not care

672 00:32:17,480 --> 00:32:21,830 it's just sending bits back and forth

673 00:32:19,220 --> 00:32:24,950 and the bits can be anything so this is

674 00:32:21,830 --> 00:32:27,740 one again that the publishers in the

675 00:32:24,950 --> 00:32:30,050 entertainment industry only discovered a

676 00:32:27,740 --> 00:32:32,320 couple of years ago and yet it's been

677 00:32:30,050 --> 00:32:35,139 true once more

678 00:32:32,320 --> 00:32:36,759 Wrote is liya this is why this stuff is

679 00:32:35,139 --> 00:32:38,740 scary to people because it seems like

680 00:32:36,759 --> 00:32:40,870 all this stuff is suddenly happening

681 00:32:38,740 --> 00:32:42,909 the reason it's suddenly happening is

682 00:32:40,870 --> 00:32:45,539 people will not believe a disaster until

683 00:32:42,909 --> 00:32:49,870 it's actually in front of their eyes

684 00:32:45,539 --> 00:32:51,580 the whole reason we have eyes is so we

685 00:32:49,870 --> 00:32:54,340 don't have to jump off the cliff to see

686 00:32:51,580 --> 00:32:57,159 if it's dangerous right

687 00:32:54,340 --> 00:32:58,480 we have long distance sensors and we

688 00:32:57,159 --> 00:33:00,279 need the equivalent of long distance

689 00:32:58,480 --> 00:33:04,570 sensors when we're dealing with the

690 00:33:00,279 --> 00:33:10,389 future user interface probably the

691 00:33:04,570 --> 00:33:12,490 biggest change when you're over here you

692 00:33:10,389 --> 00:33:14,200 have a few thousand users perhaps using

693 00:33:12,490 --> 00:33:16,240 an airlines reservation system or a

694 00:33:14,200 --> 00:33:20,230 banking system you can train a few

695 00:33:16,240 --> 00:33:23,860 thousand people there's a factor of a

696 00:33:20,230 --> 00:33:27,990 thousand between these two panels so

697 00:33:23,860 --> 00:33:30,250 millions can't train millions of people

698 00:33:27,990 --> 00:33:32,889 over here there's another factor of a

699 00:33:30,250 --> 00:33:34,960 thousand because this intimate computer

700 00:33:32,889 --> 00:33:37,629 is a lot like a phone in fact it will

701 00:33:34,960 --> 00:33:40,570 have a phone in it so these are billions

702 00:33:37,629 --> 00:33:42,639 of people millions of people it put an

703 00:33:40,570 --> 00:33:46,960 enormous pressure on trying to

704 00:33:42,639 --> 00:33:49,600 understand what it would be like to

705 00:33:46,960 --> 00:33:51,309 actually get computers to do things and

706 00:33:49,600 --> 00:33:53,470 we realized that the big transition

707 00:33:51,309 --> 00:33:56,110 would have to go from being a command

708 00:33:53,470 --> 00:33:57,549 environment like a control panel of a

709 00:33:56,110 --> 00:34:01,389 nuclear reactor that's sort of what a

710 00:33:57,549 --> 00:34:04,360 3270 terminal is like to a learning

711 00:34:01,389 --> 00:34:06,070 environment that's what forced us to

712 00:34:04,360 --> 00:34:09,909 invent what is now called the the

713 00:34:06,070 --> 00:34:14,980 Macintosh style interface now what

714 00:34:09,909 --> 00:34:17,079 happens in the future here is something

715 00:34:14,980 --> 00:34:20,230 even more cataclysmic because this third

716 00:34:17,079 --> 00:34:23,619 panel is energized by pervasive

717 00:34:20,230 --> 00:34:27,010 networking think of the driving forces

718 00:34:23,619 --> 00:34:29,950 driving force for mainframe computers

719 00:34:27,010 --> 00:34:31,089 was actually business IBM didn't want to

720 00:34:29,950 --> 00:34:35,109 build them they wanted to stay in the

721 00:34:31,089 --> 00:34:37,149 punch card business was it was American

722 00:34:35,109 --> 00:34:40,599 business that forced IBM to become a big

723 00:34:37,149 --> 00:34:42,490 company driving force for the second

724 00:34:40,599 --> 00:34:44,109 frame was integrated circuits as we've

725 00:34:42,490 --> 00:34:45,369 been talking about in the driving force

726 00:34:44,109 --> 00:34:47,230 for this third

727 00:34:45,369 --> 00:34:50,710 frame is pervasive networking which is

728 00:34:47,230 --> 00:34:52,329 happening to us now this transition is

729 00:34:50,710 --> 00:34:55,690 going to be complete pretty much by the

730 00:34:52,329 --> 00:34:57,160 year 2000 billions of people are going

731 00:34:55,690 --> 00:35:02,079 to have to be there and so one way of

732 00:34:57,160 --> 00:35:06,279 thinking about this is here you have to

733 00:35:02,079 --> 00:35:08,259 train the user in this one the user

734 00:35:06,279 --> 00:35:10,869 interface teaches the user that's its

735 00:35:08,259 --> 00:35:13,690 main job and in this one the user

736 00:35:10,869 --> 00:35:15,339 interface learns from the user in other

737 00:35:13,690 --> 00:35:17,529 words it actively is trying to

738 00:35:15,339 --> 00:35:21,519 understand the user and what it's what

739 00:35:17,529 --> 00:35:23,470 it's trying to do so one way of thinking

740 00:35:21,519 --> 00:35:25,539 about this is the two ways that we've

741 00:35:23,470 --> 00:35:29,170 had of amplifying our reach have been

742 00:35:25,539 --> 00:35:31,900 tools Macintosh style interface is a

743 00:35:29,170 --> 00:35:34,599 tool based interface it's designed to

744 00:35:31,900 --> 00:35:37,240 work with hand and eye and the other way

745 00:35:34,599 --> 00:35:41,319 we're used to amplifying our reach is

746 00:35:37,240 --> 00:35:44,410 through agents agents are creatures that

747 00:35:41,319 --> 00:35:47,980 can take on our goal structure and carry

748 00:35:44,410 --> 00:35:49,630 out goals in our behalf and what's even

749 00:35:47,980 --> 00:35:53,430 stronger about agencies they can

750 00:35:49,630 --> 00:35:56,980 transmit your goals to other agents

751 00:35:53,430 --> 00:35:59,200 imagine how powerful that is some person

752 00:35:56,980 --> 00:36:01,690 has a few ideas in the middle-east 2000

753 00:35:59,200 --> 00:36:04,660 years ago gets 12 agents to be

754 00:36:01,690 --> 00:36:08,680 interested in it and half the half the

755 00:36:04,660 --> 00:36:12,460 earth is now interested in those same

756 00:36:08,680 --> 00:36:15,999 ideas that's the power of agents over

757 00:36:12,460 --> 00:36:17,200 tools so one of the big transitions

758 00:36:15,999 --> 00:36:20,230 that's going to happen in the next five

759 00:36:17,200 --> 00:36:21,989 years will be the transition from tool

760 00:36:20,230 --> 00:36:28,869 based interfaces which we've just

761 00:36:21,989 --> 00:36:31,599 transitioned into to this softer more

762 00:36:28,869 --> 00:36:34,289 dynamic way of doing things that that

763 00:36:31,599 --> 00:36:37,660 networks are going to force us into

764 00:36:34,289 --> 00:36:43,180 integration of information it's usually

765 00:36:37,660 --> 00:36:45,730 done painfully with files using

766 00:36:43,180 --> 00:36:48,549 relational databases it's it's

767 00:36:45,730 --> 00:36:53,079 incredible to me that after more than 20

768 00:36:48,549 --> 00:36:55,239 years almost 25 years now the less than

769 00:36:53,079 --> 00:36:57,910 half of the databases in America's

770 00:36:55,239 --> 00:37:01,049 fortune 500 companies are relational

771 00:36:57,910 --> 00:37:03,910 I'm sure everybody is aware of that it's

772 00:37:01,049 --> 00:37:08,770 unbelievable most of them are still flat

773 00:37:03,910 --> 00:37:11,319 files and cut and paste in the Macintosh

774 00:37:08,770 --> 00:37:12,789 and then to active components and if we

775 00:37:11,319 --> 00:37:14,890 have time we can talk a little bit more

776 00:37:12,789 --> 00:37:18,400 about that as you go to more and more

777 00:37:14,890 --> 00:37:19,930 complex systems the parts of things have

778 00:37:18,400 --> 00:37:24,240 to take more and more of the initiative

779 00:37:19,930 --> 00:37:26,500 for the linking what kind of software

780 00:37:24,240 --> 00:37:28,869 airline reservation system in

781 00:37:26,500 --> 00:37:30,640 institutional generic tool like a

782 00:37:28,869 --> 00:37:33,369 spreadsheet or a word processor or

783 00:37:30,640 --> 00:37:35,079 desktop publishing system because you

784 00:37:33,369 --> 00:37:36,970 have millions of people buying them the

785 00:37:35,079 --> 00:37:40,049 users have to complete the application

786 00:37:36,970 --> 00:37:45,539 in order to use it and in the future

787 00:37:40,049 --> 00:37:48,400 most of the applications in business

788 00:37:45,539 --> 00:37:50,890 will be done by the end users now it

789 00:37:48,400 --> 00:37:52,480 happens that today in the fortune 500

790 00:37:50,890 --> 00:37:56,020 companies more than half of the

791 00:37:52,480 --> 00:37:58,240 applications that are used in Fortune

792 00:37:56,020 --> 00:38:00,690 500 companies today are done by the end

793 00:37:58,240 --> 00:38:04,089 users not by the IT organization

794 00:38:00,690 --> 00:38:07,329 spreadsheets are the big culprit IT

795 00:38:04,089 --> 00:38:09,400 organizations hate them because they are

796 00:38:07,329 --> 00:38:12,309 and personal computers because they have

797 00:38:09,400 --> 00:38:14,710 to give up control but in fact there is

798 00:38:12,309 --> 00:38:17,049 a way of leveraging the productivity of

799 00:38:14,710 --> 00:38:21,490 users and we'll talk about that a little

800 00:38:17,049 --> 00:38:23,410 bit later each of these 3 belief systems

801 00:38:21,490 --> 00:38:26,920 has a different way of wanting to be

802 00:38:23,410 --> 00:38:30,039 programmed data structures and

803 00:38:26,920 --> 00:38:30,730 procedures are an extremely weak way of

804 00:38:30,039 --> 00:38:33,910 doing things

805 00:38:30,730 --> 00:38:35,470 this is COBOL and see one of the

806 00:38:33,910 --> 00:38:37,569 problems is if you send a data structure

807 00:38:35,470 --> 00:38:39,760 a thousand miles between point a and

808 00:38:37,569 --> 00:38:42,670 point B you pretty much have to matter

809 00:38:39,760 --> 00:38:46,059 transmit a programmer along with it in

810 00:38:42,670 --> 00:38:47,260 order for people to use it the reason is

811 00:38:46,059 --> 00:38:52,029 is that the data structures themselves

812 00:38:47,260 --> 00:38:54,690 are dumb dead things that don't know how

813 00:38:52,029 --> 00:38:57,279 they should be used so objects

814 00:38:54,690 --> 00:38:59,109 particularly at Xerox PARC were invented

815 00:38:57,279 --> 00:39:01,359 so that when you transmit something from

816 00:38:59,109 --> 00:39:03,880 A to B you're also transmitting the

817 00:39:01,359 --> 00:39:06,010 knowledge of how to have how to use it

818 00:39:03,880 --> 00:39:08,430 so the amount of code you have to write

819 00:39:06,010 --> 00:39:10,569 at the other end is very minimal and

820 00:39:08,430 --> 00:39:11,440 networks are going to force a completely

821 00:39:10,569 --> 00:39:12,940 different kind of

822 00:39:11,440 --> 00:39:16,650 jamming paradigm that we call agent

823 00:39:12,940 --> 00:39:22,900 oriented just to give you an idea of

824 00:39:16,650 --> 00:39:25,800 this is about maybe 50 years old to go

825 00:39:22,900 --> 00:39:31,720 back to Von Neumanns original design

826 00:39:25,800 --> 00:39:37,540 this is about 25 plus years old I did my

827 00:39:31,720 --> 00:39:39,790 first language in 67 this one is more

828 00:39:37,540 --> 00:39:41,980 than ten years old they've never heard

829 00:39:39,790 --> 00:39:44,619 of this stuff but in fact people have

830 00:39:41,980 --> 00:39:46,990 been working away in research labs

831 00:39:44,619 --> 00:39:49,180 because looking ahead we could see that

832 00:39:46,990 --> 00:39:50,980 pervasive network was coming and we

833 00:39:49,180 --> 00:39:52,750 realized that classical objects could

834 00:39:50,980 --> 00:39:55,420 not be transmitted willy-nilly around

835 00:39:52,750 --> 00:39:57,819 the world and be able to be components

836 00:39:55,420 --> 00:39:59,530 of things without a lot of work that

837 00:39:57,819 --> 00:40:01,780 calls for a new way of thinking about

838 00:39:59,530 --> 00:40:05,609 programming and this agent oriented way

839 00:40:01,780 --> 00:40:05,609 is the way we think it will work

840 00:40:05,640 --> 00:40:09,730 analogy to architectures the Greeks were

841 00:40:08,109 --> 00:40:14,740 really smart but they never invented the

842 00:40:09,730 --> 00:40:18,609 arch so they were constrained to build

843 00:40:14,740 --> 00:40:19,750 rather small but beautiful temples if

844 00:40:18,609 --> 00:40:21,460 you want to build something bigger you

845 00:40:19,750 --> 00:40:24,490 have to have a different architectural

846 00:40:21,460 --> 00:40:26,440 principle the Gothic arch allowed

847 00:40:24,490 --> 00:40:28,770 cathedrals to be built that were 10

848 00:40:26,440 --> 00:40:31,030 times the size of the Greek temples

849 00:40:28,770 --> 00:40:33,940 interestingly enough there's only

850 00:40:31,030 --> 00:40:35,140 slightly more material in Chartres

851 00:40:33,940 --> 00:40:36,359 Cathedral than there was in the

852 00:40:35,140 --> 00:40:38,560 Parthenon

853 00:40:36,359 --> 00:40:42,760 all right because Gothic cathedrals are

854 00:40:38,560 --> 00:40:44,770 mostly air and windows and then geodesic

855 00:40:42,760 --> 00:40:47,619 domes using a completely different

856 00:40:44,770 --> 00:40:49,180 theory can you can make a geodesic dome

857 00:40:47,619 --> 00:40:51,490 that will go over all of the Gothic

858 00:40:49,180 --> 00:40:53,589 cathedrals made on earth using a

859 00:40:51,490 --> 00:40:55,329 different architecture the way we

860 00:40:53,589 --> 00:40:58,390 improve ourselves is by changing

861 00:40:55,329 --> 00:41:02,980 architectures we have the same IQ we had

862 00:40:58,390 --> 00:41:07,000 ten thousand years ago imagine having an

863 00:41:02,980 --> 00:41:10,070 IQ of 250 in the year 10,000 BC what

864 00:41:07,000 --> 00:41:13,880 could you do not a lot

865 00:41:10,070 --> 00:41:17,060 all right Leonardo probably had an IQ of

866 00:41:13,880 --> 00:41:19,310 250 he did a lot of drawings but he

867 00:41:17,060 --> 00:41:21,530 could hardly build anything because he

868 00:41:19,310 --> 00:41:23,810 wasn't in a place where he could

869 00:41:21,530 --> 00:41:26,360 leverage his IQ you leverage IQ with

870 00:41:23,810 --> 00:41:27,680 knowledge and architectures these are

871 00:41:26,360 --> 00:41:29,870 the thing most important things the

872 00:41:27,680 --> 00:41:32,510 human race comes up with our different

873 00:41:29,870 --> 00:41:34,310 ways of thinking about things that allow

874 00:41:32,510 --> 00:41:38,120 us to appear much smarter than we did

875 00:41:34,310 --> 00:41:39,650 years ago so here's a my favorite

876 00:41:38,120 --> 00:41:43,520 metaphor for the future Nicholas

877 00:41:39,650 --> 00:41:45,040 Negroponte II said once we'll know it's

878 00:41:43,520 --> 00:41:47,870 the future when my left cufflink

879 00:41:45,040 --> 00:41:53,090 communicates with my right cuff link via

880 00:41:47,870 --> 00:41:56,840 satellite this sort of sums it all up

881 00:41:53,090 --> 00:42:02,060 now let me ask you do you think Nicholas

882 00:41:56,840 --> 00:42:04,430 was being facetious no in fact by the

883 00:42:02,060 --> 00:42:06,710 year 2000 you will be able to have a

884 00:42:04,430 --> 00:42:10,310 cuff link size thing that can go up to a

885 00:42:06,710 --> 00:42:12,320 satellite and come down you ever called

886 00:42:10,310 --> 00:42:15,290 at dinner if you have a cellular phone

887 00:42:12,320 --> 00:42:16,730 and your friend has one and you've

888 00:42:15,290 --> 00:42:19,520 talked to each other across the dinner

889 00:42:16,730 --> 00:42:20,960 table with your cellular phones do you

890 00:42:19,520 --> 00:42:27,130 have any idea of where the information

891 00:42:20,960 --> 00:42:31,400 is going in order to come back okay so

892 00:42:27,130 --> 00:42:33,470 this is a way of thinking about I like

893 00:42:31,400 --> 00:42:37,400 this one because it's so so you tray

894 00:42:33,470 --> 00:42:39,440 it's very Nicolas like it's so tray that

895 00:42:37,400 --> 00:42:41,840 it gets people thinking about wow this

896 00:42:39,440 --> 00:42:46,910 is not the computing I thought we were

897 00:42:41,840 --> 00:42:49,730 doing so particularly the future is easy

898 00:42:46,910 --> 00:42:51,380 it hasn't changed in 20 years that's the

899 00:42:49,730 --> 00:42:53,630 number one thing you have to understand

900 00:42:51,380 --> 00:42:56,000 it takes so long to get this stuff out

901 00:42:53,630 --> 00:42:58,280 of labs it takes even longer to convince

902 00:42:56,000 --> 00:43:00,860 venture capitalists and other people to

903 00:42:58,280 --> 00:43:02,570 support it every technology that's going

904 00:43:00,860 --> 00:43:06,140 to affect you in the next 10 years is

905 00:43:02,570 --> 00:43:07,790 already in somebody's lap so one of

906 00:43:06,140 --> 00:43:10,280 things you have to ask yourself do you

907 00:43:07,790 --> 00:43:12,920 pay somebody even half time to go around

908 00:43:10,280 --> 00:43:16,370 and visit the 40 or so labs in the world

909 00:43:12,920 --> 00:43:17,060 that count probably not so how do you

910 00:43:16,370 --> 00:43:19,579 know you're gonna wait until

911 00:43:17,060 --> 00:43:21,229 Businessweek discovers it

912 00:43:19,579 --> 00:43:24,079 they don't understand half of these

913 00:43:21,229 --> 00:43:26,630 technologies most scientists like myself

914 00:43:24,079 --> 00:43:28,910 spend part of our time just visiting

915 00:43:26,630 --> 00:43:30,529 other people's research labs because we

916 00:43:28,910 --> 00:43:34,039 can't wait for journals to come out

917 00:43:30,529 --> 00:43:35,930 journals are always two years behind and

918 00:43:34,039 --> 00:43:38,209 so most of the stuff virtually

919 00:43:35,930 --> 00:43:40,609 everything that is going to affect you

920 00:43:38,209 --> 00:43:42,369 already exists in some demonstratable

921 00:43:40,609 --> 00:43:45,739 form and you should know about it

922 00:43:42,369 --> 00:43:47,599 because those are the actual tools that

923 00:43:45,739 --> 00:43:49,869 we are going to make it possible for you

924 00:43:47,599 --> 00:43:52,759 to build the future that you want okay

925 00:43:49,869 --> 00:43:57,650 now here comes so that was the uplifting

926 00:43:52,759 --> 00:43:59,900 part now the problem with this picture

927 00:43:57,650 --> 00:44:02,359 is that every time a technological

928 00:43:59,900 --> 00:44:03,859 advance comes along almost everybody

929 00:44:02,359 --> 00:44:05,630 tries to automate all of their old

930 00:44:03,859 --> 00:44:06,430 processes we've already talked about

931 00:44:05,630 --> 00:44:08,719 that

932 00:44:06,430 --> 00:44:11,209 that is not the way to do it because

933 00:44:08,719 --> 00:44:13,700 often the technology is not even as good

934 00:44:11,209 --> 00:44:15,739 as the old technology when it starts

935 00:44:13,700 --> 00:44:19,759 automating ever tried to read a couple

936 00:44:15,739 --> 00:44:22,069 of paragraphs off of CRT I think CRTs

937 00:44:19,759 --> 00:44:25,670 are good at automating what books do

938 00:44:22,069 --> 00:44:27,559 they're terrible so what you have to do

939 00:44:25,670 --> 00:44:30,499 is ask Ivan Sutherlands question which

940 00:44:27,559 --> 00:44:32,239 is what else can it do you have to

941 00:44:30,499 --> 00:44:34,729 understand how to leverage the new

942 00:44:32,239 --> 00:44:36,469 properties of this technology that will

943 00:44:34,729 --> 00:44:40,190 lead to new processes in your business

944 00:44:36,469 --> 00:44:42,079 and unfortunately for everybody it's

945 00:44:40,190 --> 00:44:44,599 also going to have to require some

946 00:44:42,079 --> 00:44:47,019 learning on your part this is the thing

947 00:44:44,599 --> 00:44:50,059 that humans hate especially Americans

948 00:44:47,019 --> 00:44:52,930 schools teach us to treat classes as

949 00:44:50,059 --> 00:44:56,420 vaccinations against dread diseases

950 00:44:52,930 --> 00:44:58,130 right remember saying thank God I'm done

951 00:44:56,420 --> 00:45:00,349 with that class I never have to take it

952 00:44:58,130 --> 00:45:03,019 again this is like getting a smallpox

953 00:45:00,349 --> 00:45:06,079 shot thank God I'm done with that

954 00:45:03,019 --> 00:45:07,670 vaccination now I'm safe I never have to

955 00:45:06,079 --> 00:45:09,049 learn anything yet the problem is it

956 00:45:07,670 --> 00:45:11,150 doesn't work like that anymore

957 00:45:09,049 --> 00:45:13,219 in order to leverage the new we have to

958 00:45:11,150 --> 00:45:14,449 learn what the new is in order to do

959 00:45:13,219 --> 00:45:15,430 that we have to understand how the mind

960 00:45:14,449 --> 00:45:18,049 works

961 00:45:15,430 --> 00:45:19,489 my favorite saying in McLuhan's is I

962 00:45:18,049 --> 00:45:22,880 don't know who discovered water but it

963 00:45:19,489 --> 00:45:26,690 wasn't a fish this is our number one

964 00:45:22,880 --> 00:45:29,509 problem what he meant is that we exist

965 00:45:26,690 --> 00:45:31,219 in a goldfish bowl filled with water

966 00:45:29,509 --> 00:45:33,320 that we don't know exists and that water

967 00:45:31,219 --> 00:45:38,130 is called our beliefs

968 00:45:33,320 --> 00:45:40,350 to us we are in reality those people

969 00:45:38,130 --> 00:45:41,970 halfway across the world that think

970 00:45:40,350 --> 00:45:45,120 differently than we do have to be wrong

971 00:45:41,970 --> 00:45:47,310 and therefore we should kill them this

972 00:45:45,120 --> 00:45:49,950 is the way human beings work because

973 00:45:47,310 --> 00:45:53,370 we're not conscious that we don't live

974 00:45:49,950 --> 00:45:57,390 in reality we live in beliefs in fact we

975 00:45:53,370 --> 00:45:59,760 can't ever get to reality can't ever get

976 00:45:57,390 --> 00:46:02,610 to reality there is no reality that we

977 00:45:59,760 --> 00:46:06,060 can get to yeah beliefs and the beliefs

978 00:46:02,610 --> 00:46:08,250 can be good or bad Maps so this this

979 00:46:06,060 --> 00:46:09,990 image I think is perfect if you always

980 00:46:08,250 --> 00:46:12,030 think of yourself as being in a goldfish

981 00:46:09,990 --> 00:46:16,740 bowl you have to ask yourself what color

982 00:46:12,030 --> 00:46:18,590 water am i swimming in right now so one

983 00:46:16,740 --> 00:46:22,860 of the things that we do culturally is

984 00:46:18,590 --> 00:46:24,720 that we teach people are special

985 00:46:22,860 --> 00:46:26,370 goldfish bowls so we have like a

986 00:46:24,720 --> 00:46:31,070 different goldfish bowl and people in

987 00:46:26,370 --> 00:46:31,070 India do or people in Lebanon

988 00:46:34,120 --> 00:46:38,380 okay now take a look at this face upside

989 00:46:36,400 --> 00:46:41,070 down face and see if you can see ting

990 00:46:38,380 --> 00:46:45,130 interesting about it

991 00:46:41,070 --> 00:46:49,720 who's got what do you think the mouth is

992 00:46:45,130 --> 00:46:56,080 what mouth is upside down see anything

993 00:46:49,720 --> 00:46:57,520 else about the picture okay let's let's

994 00:46:56,080 --> 00:46:59,620 pretend we're in a typical American

995 00:46:57,520 --> 00:47:02,640 school or let's say a Wells Fargo

996 00:46:59,620 --> 00:47:06,010 training center

997 00:47:02,640 --> 00:47:10,950 okay the dominant belief in school is

998 00:47:06,010 --> 00:47:14,140 that knowledge is a fluid and the way we

999 00:47:10,950 --> 00:47:16,240 teach it is we transfer drop by drop

1000 00:47:14,140 --> 00:47:19,740 from the full student full teacher

1001 00:47:16,240 --> 00:47:22,780 vessel to the empty student vessel okay

1002 00:47:19,740 --> 00:47:24,160 that fluid is in terms of a language

1003 00:47:22,780 --> 00:47:26,530 like English so let me give you a

1004 00:47:24,160 --> 00:47:27,940 sentence about this picture what we've

1005 00:47:26,530 --> 00:47:31,690 done here is we've taken a picture of a

1006 00:47:27,940 --> 00:47:35,470 young girl extracted her mouth and her

1007 00:47:31,690 --> 00:47:36,790 eyes turn both of them upside down put

1008 00:47:35,470 --> 00:47:39,240 them back into the picture and then

1009 00:47:36,790 --> 00:47:43,030 turned the entire picture upside down

1010 00:47:39,240 --> 00:47:46,350 okay so now you should be quite prepared

1011 00:47:43,030 --> 00:47:46,350 for what it looks like right side up

1012 00:47:49,660 --> 00:47:53,720 now I'm going to turn this back because

1013 00:47:52,190 --> 00:48:00,440 I've discovered nobody will listen to me

1014 00:47:53,720 --> 00:48:02,240 when it's on the other way now you have

1015 00:48:00,440 --> 00:48:05,690 to realize I didn't give you any more

1016 00:48:02,240 --> 00:48:07,430 information the second time right what I

1017 00:48:05,690 --> 00:48:09,200 described in that sentence was exactly

1018 00:48:07,430 --> 00:48:11,329 what you saw and yet you had a reaction

1019 00:48:09,200 --> 00:48:13,490 on the second picture you didn't have

1020 00:48:11,329 --> 00:48:21,099 one on the first who knows what that

1021 00:48:13,490 --> 00:48:21,099 means who's got a theory don't be shy

1022 00:48:21,339 --> 00:48:32,930 why is it worth it why is it worth a

1023 00:48:23,569 --> 00:48:35,230 thousand words because but why yeah but

1024 00:48:32,930 --> 00:48:37,460 why why couldn't you

1025 00:48:35,230 --> 00:48:43,000 why couldn't you picture what it was

1026 00:48:37,460 --> 00:48:47,119 going to look like from my words okay so

1027 00:48:43,000 --> 00:48:49,490 lots of different theory the real what

1028 00:48:47,119 --> 00:48:50,780 what is actually going on here and it's

1029 00:48:49,490 --> 00:48:52,339 been confirmed in a particularly

1030 00:48:50,780 --> 00:48:54,559 striking way as the last four or five

1031 00:48:52,339 --> 00:48:57,500 years is that when you're listening to

1032 00:48:54,559 --> 00:48:59,420 English sentences a part of your brain

1033 00:48:57,500 --> 00:49:04,460 over here and a part of your brain over

1034 00:48:59,420 --> 00:49:05,930 here is active okay and when you're

1035 00:49:04,460 --> 00:49:07,760 looking at pictures a part of your brain

1036 00:49:05,930 --> 00:49:12,619 back here and a part of your brain down

1037 00:49:07,760 --> 00:49:15,589 here particularly for faces is active so

1038 00:49:12,619 --> 00:49:17,059 you're thinking about words completely

1039 00:49:15,589 --> 00:49:18,950 differently and with a different set of

1040 00:49:17,059 --> 00:49:23,089 mechanisms than you're thinking about

1041 00:49:18,950 --> 00:49:24,920 pictures think about that this is why

1042 00:49:23,089 --> 00:49:26,930 McDonald's will never run a print ad

1043 00:49:24,920 --> 00:49:29,260 saying if you eat a McDonald's hamburger

1044 00:49:26,930 --> 00:49:32,779 you'll become a better-looking person

1045 00:49:29,260 --> 00:49:35,750 right because it's absurd in English but

1046 00:49:32,779 --> 00:49:40,069 what do they do they run ads with

1047 00:49:35,750 --> 00:49:42,680 gorgeous people holding hamburgers and a

1048 00:49:40,069 --> 00:49:44,690 different part of your brain a part of

1049 00:49:42,680 --> 00:49:46,490 your brain that remembers very well but

1050 00:49:44,690 --> 00:49:48,799 isn't so good at thinking makes the

1051 00:49:46,490 --> 00:49:51,230 inference the advertisers want them what

1052 00:49:48,799 --> 00:49:53,029 you want you to McLuhan was once asked

1053 00:49:51,230 --> 00:49:54,349 why don't you read psychology books and

1054 00:49:53,029 --> 00:49:56,750 he said well psychologists study white

1055 00:49:54,349 --> 00:49:58,279 rats he says I look to see what

1056 00:49:56,750 --> 00:50:01,299 advertisers are doing they're the ones

1057 00:49:58,279 --> 00:50:01,299 who are studying humans

1058 00:50:04,509 --> 00:50:09,769 this is why the Presidential Debates

1059 00:50:07,160 --> 00:50:12,529 which were three hours long a hundred

1060 00:50:09,769 --> 00:50:16,759 years ago are now two minutes on each

1061 00:50:12,529 --> 00:50:17,809 point on television right because there

1062 00:50:16,759 --> 00:50:21,529 is nothing to think about

1063 00:50:17,809 --> 00:50:23,059 from what television shows you and none

1064 00:50:21,529 --> 00:50:26,119 of the politicians want you to think

1065 00:50:23,059 --> 00:50:28,489 about any of the issues that's why they

1066 00:50:26,119 --> 00:50:29,989 come on television and you don't want to

1067 00:50:28,489 --> 00:50:34,900 think about the issues which is why you

1068 00:50:29,989 --> 00:50:39,859 watch them on television itself and I

1069 00:50:34,900 --> 00:50:43,309 there's an ni there's no one of us there

1070 00:50:39,859 --> 00:50:45,589 are actually lots of us in here thinking

1071 00:50:43,309 --> 00:50:47,679 different ways and most of the time

1072 00:50:45,589 --> 00:50:50,630 we're not aware of it at all

1073 00:50:47,679 --> 00:50:52,579 so Brenner was American psychologist who

1074 00:50:50,630 --> 00:50:55,339 studied this stuff he took a six year

1075 00:50:52,579 --> 00:50:57,529 old kid six year old kids when you pour

1076 00:50:55,339 --> 00:50:59,630 from a squat glass into a tall thin one

1077 00:50:57,529 --> 00:51:02,269 we'll say there's more water in the tall

1078 00:50:59,630 --> 00:51:04,309 thin glass because they're there in

1079 00:51:02,269 --> 00:51:07,640 what's called an iconic reasoning stage

1080 00:51:04,309 --> 00:51:11,029 and this is pretty constant from kid to

1081 00:51:07,640 --> 00:51:13,069 kid around age five or six then Brenner

1082 00:51:11,029 --> 00:51:14,359 did something interesting he's got a kid

1083 00:51:13,069 --> 00:51:16,189 who would say there's more water in the

1084 00:51:14,359 --> 00:51:18,739 tall glass and he covered up the tall

1085 00:51:16,189 --> 00:51:20,119 glass with cardboard and asked the

1086 00:51:18,739 --> 00:51:22,069 question again the kids say oh wait a

1087 00:51:20,119 --> 00:51:24,199 minute there can't be more water where

1088 00:51:22,069 --> 00:51:25,699 were to go where would it come from and

1089 00:51:24,199 --> 00:51:27,799 Brenner took the cardboard away and the

1090 00:51:25,699 --> 00:51:29,839 kid said no look there's more water and

1091 00:51:27,799 --> 00:51:31,819 Brenda put the cardboard back and the

1092 00:51:29,839 --> 00:51:33,079 kid changed his mind again so if you

1093 00:51:31,819 --> 00:51:35,529 have any six-year-olds you'd like to

1094 00:51:33,079 --> 00:51:35,529 torment

1095 00:51:39,470 --> 00:51:47,910 okay what was Brenner exploring who's

1096 00:51:42,809 --> 00:51:50,819 got a theory yeah

1097 00:51:47,910 --> 00:51:56,039 visual versus language visual versus

1098 00:51:50,819 --> 00:51:59,700 symbolic so he said you know there are

1099 00:51:56,039 --> 00:52:01,249 at least three ways we have of knowing

1100 00:51:59,700 --> 00:52:03,539 about the world and probably a lot more

1101 00:52:01,249 --> 00:52:05,460 how many people here have ever

1102 00:52:03,539 --> 00:52:07,109 remembered a route better when they were

1103 00:52:05,460 --> 00:52:17,940 driving the car versus when they were a

1104 00:52:07,109 --> 00:52:21,299 passenger why huh yeah we have a

1105 00:52:17,940 --> 00:52:22,829 kinesthetic mentality this is the one if

1106 00:52:21,299 --> 00:52:24,150 you're a musician you know much a lot

1107 00:52:22,829 --> 00:52:25,739 about this one this is the one that you

1108 00:52:24,150 --> 00:52:29,460 have to get it this is the one that

1109 00:52:25,739 --> 00:52:31,470 learns how to ride the bike so we have

1110 00:52:29,460 --> 00:52:32,940 that's a completely separate one that's

1111 00:52:31,470 --> 00:52:35,180 why you can't just watch somebody

1112 00:52:32,940 --> 00:52:37,019 playing a sport and go out and do it

1113 00:52:35,180 --> 00:52:40,470 it's in a different part of the brain

1114 00:52:37,019 --> 00:52:44,160 it's in a different set of symbols we

1115 00:52:40,470 --> 00:52:46,170 have a visual mentality one of its great

1116 00:52:44,160 --> 00:52:48,299 tricks is how many people here now admit

1117 00:52:46,170 --> 00:52:51,079 it I'll admit it how many people click

1118 00:52:48,299 --> 00:52:51,079 through channels

1119 00:52:51,570 --> 00:52:55,720 how many people here have ever clicked

1120 00:52:53,980 --> 00:52:58,990 into the middle of a movie they haven't

1121 00:52:55,720 --> 00:53:03,490 seen for 20 years how long did it take

1122 00:52:58,990 --> 00:53:07,570 you to recognize that movie a couple of

1123 00:53:03,490 --> 00:53:14,080 seconds think about that now compared to

1124 00:53:07,570 --> 00:53:16,690 school twenty years ago you were with a

1125 00:53:14,080 --> 00:53:18,130 significant other most likely you did

1126 00:53:16,690 --> 00:53:20,920 not have your mind on the movie

1127 00:53:18,130 --> 00:53:24,640 particularly didn't know you're going to

1128 00:53:20,920 --> 00:53:26,820 be tested 20 years later the test was

1129 00:53:24,640 --> 00:53:30,570 random into the center of the thing and

1130 00:53:26,820 --> 00:53:32,740 yet within about 50 frames your visual

1131 00:53:30,570 --> 00:53:34,900 mentality had retrieved that you'd seen

1132 00:53:32,740 --> 00:53:36,130 it before and about half of the time in

1133 00:53:34,900 --> 00:53:37,950 tests that have been done people

1134 00:53:36,130 --> 00:53:40,270 remember what's going to happen next

1135 00:53:37,950 --> 00:53:42,730 think about this in the context of your

1136 00:53:40,270 --> 00:53:47,619 entire life and think of why there are

1137 00:53:42,730 --> 00:53:50,080 icons on a user interface if you put

1138 00:53:47,619 --> 00:53:52,030 pictures of animals up on the wall you

1139 00:53:50,080 --> 00:53:55,990 can find the elephant four times faster

1140 00:53:52,030 --> 00:53:58,990 than pic then words for the animals and

1141 00:53:55,990 --> 00:54:01,540 here's a beautiful one if you put boxes

1142 00:53:58,990 --> 00:54:05,020 around the words you can find the word

1143 00:54:01,540 --> 00:54:09,480 elephant twice as fast then if there

1144 00:54:05,020 --> 00:54:09,480 isn't a box there why

1145 00:54:15,710 --> 00:54:22,309 yeah but basically what happens is the

1146 00:54:17,780 --> 00:54:23,930 Box icon eise's the word the words are

1147 00:54:22,309 --> 00:54:26,059 actually perceived in a different place

1148 00:54:23,930 --> 00:54:30,380 in your brain then then images that

1149 00:54:26,059 --> 00:54:33,770 aren't words see why am I am I telling

1150 00:54:30,380 --> 00:54:37,250 you this stuff because the world is not

1151 00:54:33,770 --> 00:54:39,619 as it seems right we go from day to day

1152 00:54:37,250 --> 00:54:43,910 from moment to moment thinking that

1153 00:54:39,619 --> 00:54:46,099 what's out there is reality it isn't all

1154 00:54:43,910 --> 00:54:48,260 it is is interpretations by that three

1155 00:54:46,099 --> 00:54:52,160 pounds of oatmeal we've got between our

1156 00:54:48,260 --> 00:54:55,300 ears and that three pounds of oatmeal

1157 00:54:52,160 --> 00:54:58,849 can be taught to perceive things any way

1158 00:54:55,300 --> 00:55:01,790 the culture chooses let's look at

1159 00:54:58,849 --> 00:55:05,630 creativity for a second here we are

1160 00:55:01,790 --> 00:55:06,940 plotting along in the pink context you

1161 00:55:05,630 --> 00:55:10,579 can think of this is a goldfish bowl

1162 00:55:06,940 --> 00:55:11,930 we're in a goldfish bowl and when

1163 00:55:10,579 --> 00:55:13,119 somebody wants us to do something the

1164 00:55:11,930 --> 00:55:15,349 best thing we can think of is

1165 00:55:13,119 --> 00:55:18,380 extrapolation or if going from A to B

1166 00:55:15,349 --> 00:55:20,660 problem solving so it's very hard to be

1167 00:55:18,380 --> 00:55:23,540 creative when you stay inside the

1168 00:55:20,660 --> 00:55:26,059 goldfish bowl moments of creativity

1169 00:55:23,540 --> 00:55:29,270 happen when something happens oh yeah

1170 00:55:26,059 --> 00:55:33,290 here's a good example is if you take

1171 00:55:29,270 --> 00:55:37,160 frogs and paralyze their food with a

1172 00:55:33,290 --> 00:55:41,240 little chloroform flies the frog will

1173 00:55:37,160 --> 00:55:44,329 not eat them the Frog cannot see flies

1174 00:55:41,240 --> 00:55:46,430 that aren't moving that's incredible

1175 00:55:44,329 --> 00:55:51,140 but it will try and eat little oblong

1176 00:55:46,430 --> 00:55:52,819 shapes of cardboard that are moving this

1177 00:55:51,140 --> 00:55:54,859 cyan't we scientists love this one

1178 00:55:52,819 --> 00:55:56,630 because we we think of the you know the

1179 00:55:54,859 --> 00:55:58,250 ideas they're all around us if you think

1180 00:55:56,630 --> 00:56:02,240 of the Flies as I did we just can't see

1181 00:55:58,250 --> 00:56:03,799 them they're just there all the time we

1182 00:56:02,240 --> 00:56:06,170 can't see my nervous system won't let us

1183 00:56:03,799 --> 00:56:10,970 do it we're keep on snapping at pieces

1184 00:56:06,170 --> 00:56:13,130 of cardboard but then something great

1185 00:56:10,970 --> 00:56:16,700 happens something makes us look at the

1186 00:56:13,130 --> 00:56:19,460 idea in a different way and bingo we

1187 00:56:16,700 --> 00:56:22,490 have an idea this is why I say terrific

1188 00:56:19,460 --> 00:56:24,650 ideas usually hide behind good ones good

1189 00:56:22,490 --> 00:56:26,420 ones are the ones that you get by logic

1190 00:56:24,650 --> 00:56:28,460 in the same context you're improving

1191 00:56:26,420 --> 00:56:29,000 something this is what engineers like to

1192 00:56:28,460 --> 00:56:30,560 do

1193 00:56:29,000 --> 00:56:34,760 take something it already exists and

1194 00:56:30,560 --> 00:56:36,470 make it better okay you want to get a

1195 00:56:34,760 --> 00:56:39,050 completely new idea you have to have a

1196 00:56:36,470 --> 00:56:41,990 bingo and this bingo operates in

1197 00:56:39,050 --> 00:56:44,060 different areas so Arthur Kessler said

1198 00:56:41,990 --> 00:56:46,460 you know if you're telling a joke this

1199 00:56:44,060 --> 00:56:48,410 is a joke isn't it the joke takes you

1200 00:56:46,460 --> 00:56:50,720 down one path and suddenly reveals

1201 00:56:48,410 --> 00:56:52,460 you're in another context so if it's a

1202 00:56:50,720 --> 00:56:56,840 joke you laugh out loud and sometimes

1203 00:56:52,460 --> 00:56:59,210 you do in science as well science it's

1204 00:56:56,840 --> 00:57:02,390 in humorous ha-ha and science it's a ha

1205 00:56:59,210 --> 00:57:05,450 and an art it's aa because each one of

1206 00:57:02,390 --> 00:57:07,130 these things is designed and is set up

1207 00:57:05,450 --> 00:57:10,280 to take you from the context you're in

1208 00:57:07,130 --> 00:57:14,330 to another context you ever thought of

1209 00:57:10,280 --> 00:57:16,070 having art classes at Wells Fargo ever

1210 00:57:14,330 --> 00:57:20,210 thought of having art classes for your

1211 00:57:16,070 --> 00:57:24,190 kids in school after prop 13 ever wonder

1212 00:57:20,210 --> 00:57:24,190 why people are dull and boring

1213 00:57:32,350 --> 00:57:39,800 yeah aha

1214 00:57:35,530 --> 00:57:41,210 that's the whole point of this talk so

1215 00:57:39,800 --> 00:57:42,620 if we look at Kessler's way of looking

1216 00:57:41,210 --> 00:57:45,170 at things general education is

1217 00:57:42,620 --> 00:57:47,810 incredibly important all that stuff that

1218 00:57:45,170 --> 00:57:50,630 is non pragmatic is actually what we

1219 00:57:47,810 --> 00:57:53,630 need to be creative the reason is that

1220 00:57:50,630 --> 00:57:56,120 if we know lots of things and we're sort

1221 00:57:53,630 --> 00:57:57,740 of meandering our way in the pink

1222 00:57:56,120 --> 00:58:01,040 context where I can we usually are just

1223 00:57:57,740 --> 00:58:03,080 our subconscious mind makes little

1224 00:58:01,040 --> 00:58:06,350 ripples into these other things that we

1225 00:58:03,080 --> 00:58:07,850 know it's like a little ripple into the

1226 00:58:06,350 --> 00:58:09,650 blue context for a second and then

1227 00:58:07,850 --> 00:58:11,300 flashing back out because the the pink

1228 00:58:09,650 --> 00:58:12,890 context said oh no that's not what we're

1229 00:58:11,300 --> 00:58:15,170 talking about so these little

1230 00:58:12,890 --> 00:58:17,240 distractions that are going on people

1231 00:58:15,170 --> 00:58:21,680 who are good creative thinkers know how

1232 00:58:17,240 --> 00:58:23,270 to make those distractions appear they

1233 00:58:21,680 --> 00:58:26,410 get them out of their subconscious and

1234 00:58:23,270 --> 00:58:29,810 can make them explode into these ideas

1235 00:58:26,410 --> 00:58:34,310 the more you know the more context you

1236 00:58:29,810 --> 00:58:38,120 have to change from the way you're

1237 00:58:34,310 --> 00:58:38,720 thinking into some new way here's

1238 00:58:38,120 --> 00:58:41,950 another problem

1239 00:58:38,720 --> 00:58:44,210 I love frogs they're just the best

1240 00:58:41,950 --> 00:58:47,990 example we probably all of us had front

1241 00:58:44,210 --> 00:58:50,240 have frog blood in us there's another

1242 00:58:47,990 --> 00:58:51,770 thing you can do with a frog you can put

1243 00:58:50,240 --> 00:58:55,430 it in a pot of water and turn on the

1244 00:58:51,770 --> 00:58:58,010 heat really low and that frogs nervous

1245 00:58:55,430 --> 00:59:00,560 system is not set up to detect absolute

1246 00:58:58,010 --> 00:59:04,070 temperature so it will never climb out

1247 00:59:00,560 --> 00:59:07,880 of the pot you'll just sit there and

1248 00:59:04,070 --> 00:59:09,290 gradually boil now the Frog the previous

1249 00:59:07,880 --> 00:59:12,840 frog with the Flies I think of as

1250 00:59:09,290 --> 00:59:16,869 science this one I think of his business

1251 00:59:12,840 --> 00:59:16,869 [Laughter]

1252 00:59:18,330 --> 00:59:24,610 let's be really careful and deliberate

1253 00:59:22,240 --> 00:59:33,580 and we'll really think this out and

1254 00:59:24,610 --> 00:59:35,830 meanwhile okay here's for about a

1255 00:59:33,580 --> 00:59:42,010 hundred thousand years ago here are some

1256 00:59:35,830 --> 00:59:44,770 hand axes so here's here's one of the

1257 00:59:42,010 --> 00:59:48,700 earliest tools that humans used you

1258 00:59:44,770 --> 00:59:51,250 notice it has a flaw in the design when

1259 00:59:48,700 --> 00:59:54,220 you pound on it this goes into your palm

1260 00:59:51,250 --> 00:59:57,100 you pound on it it pounds back into your

1261 00:59:54,220 --> 00:59:58,750 palm and later on they made an

1262 00:59:57,100 --> 01:00:00,790 improvement is they flattened out this

1263 00:59:58,750 --> 01:00:03,550 part so when you pound on it it wouldn't

1264 01:00:00,790 --> 01:00:05,380 pound back into your palm and the thing

1265 01:00:03,550 --> 01:00:07,570 I like especially about this is that the

1266 01:00:05,380 --> 01:00:08,890 interval of time between the picture on

1267 01:00:07,570 --> 01:00:13,930 the left and the picture on the right is

1268 01:00:08,890 --> 01:00:15,310 about two hundred thousand years you can

1269 01:00:13,930 --> 01:00:16,840 imagine every once in a while somebody

1270 01:00:15,310 --> 01:00:18,160 in a village would say you know if we

1271 01:00:16,840 --> 01:00:21,780 just flattened this thing off and they

1272 01:00:18,160 --> 01:00:21,780 take this guy and burn him at the stake

1273 01:00:21,980 --> 01:00:32,400 going against tradition the way it's

1274 01:00:26,849 --> 01:00:33,750 always been done against reality because

1275 01:00:32,400 --> 01:00:34,680 the problem is that every time somebody

1276 01:00:33,750 --> 01:00:36,119 does something like this they're

1277 01:00:34,680 --> 01:00:38,160 actually violating somebody else's

1278 01:00:36,119 --> 01:00:39,990 notion of reality that is why people

1279 01:00:38,160 --> 01:00:42,089 hang on so much they're willing to do

1280 01:00:39,990 --> 01:00:45,539 almost anything rather than be pulled

1281 01:00:42,089 --> 01:00:48,119 out of what they're comfortable with so

1282 01:00:45,539 --> 01:00:52,190 basically what we are today are cave

1283 01:00:48,119 --> 01:00:52,190 people with briefcases

1284 01:00:53,509 --> 01:00:59,400 we're the same genetically as we were a

1285 01:00:56,099 --> 01:01:01,559 hundred thousand years ago but instead

1286 01:00:59,400 --> 01:01:04,559 of being able to learn our culture by

1287 01:01:01,559 --> 01:01:06,059 age 7 or 8 and then committing to it for

1288 01:01:04,559 --> 01:01:08,039 the rest of our life we actually have

1289 01:01:06,059 --> 01:01:12,569 major changes every three or four years

1290 01:01:08,039 --> 01:01:14,609 this is what is screwing us up and when

1291 01:01:12,569 --> 01:01:18,950 a crisis comes along how do we do it we

1292 01:01:14,609 --> 01:01:21,269 use our guts one of my favorite things

1293 01:01:18,950 --> 01:01:22,559 in the paper a couple of days ago in the

1294 01:01:21,269 --> 01:01:27,990 New York Times maybe you saw in the

1295 01:01:22,559 --> 01:01:31,769 business section it said the Fed uses

1296 01:01:27,990 --> 01:01:35,339 its instinct to set the the interest

1297 01:01:31,769 --> 01:01:37,680 rate they said we use our instinct to

1298 01:01:35,339 --> 01:01:39,750 set the ants they're talking about an

1299 01:01:37,680 --> 01:01:40,920 economy with millions and millions of

1300 01:01:39,750 --> 01:01:45,359 different parts and they're trying to

1301 01:01:40,920 --> 01:01:47,730 use their instinct yeah this is like

1302 01:01:45,359 --> 01:01:50,220 voodoo

1303 01:01:47,730 --> 01:01:51,480 another one I saw today and the USA

1304 01:01:50,220 --> 01:01:54,930 Today was good there was a spokesman

1305 01:01:51,480 --> 01:01:57,150 from the tobacco Institute saying they

1306 01:01:54,930 --> 01:01:59,369 did a survey that showed that many more

1307 01:01:57,150 --> 01:02:01,049 people in America knew that cigarette

1308 01:01:59,369 --> 01:02:03,059 smoking was dangerous to their health

1309 01:02:01,049 --> 01:02:06,180 than new who gave the Sermon on the

1310 01:02:03,059 --> 01:02:07,680 Mount it's only one in three knew it was

1311 01:02:06,180 --> 01:02:10,410 Jesus that gave the Sermon on the Mount

1312 01:02:07,680 --> 01:02:12,450 but 80 percent of the people in America

1313 01:02:10,410 --> 01:02:16,859 and almost everybody who smoked knew it

1314 01:02:12,450 --> 01:02:18,900 was dangerous so why don't they quit my

1315 01:02:16,859 --> 01:02:21,690 cardiologist I talked to a couple of

1316 01:02:18,900 --> 01:02:26,369 months ago said 300,000 Americans will

1317 01:02:21,690 --> 01:02:28,589 die this year from cardiovascular

1318 01:02:26,369 --> 01:02:30,569 disease that was easily preventable by

1319 01:02:28,589 --> 01:02:31,980 just changing that we're told by their

1320 01:02:30,569 --> 01:02:34,680 doctors that all I had to do is change

1321 01:02:31,980 --> 01:02:37,319 their diet and exercise patterns why not

1322 01:02:34,680 --> 01:02:39,089 they quit the reason is our nervous

1323 01:02:37,319 --> 01:02:41,400 system is not set up to be interested in

1324 01:02:39,089 --> 01:02:44,490 long-term events it's set up to be wary

1325 01:02:41,400 --> 01:02:47,490 of saber-tooth Tigers we love short

1326 01:02:44,490 --> 01:02:51,390 quick remember Jessica McClure little

1327 01:02:47,490 --> 01:02:52,980 girl in the well in Texas 58 hours she

1328 01:02:51,390 --> 01:02:54,510 was in there and many Americans watch

1329 01:02:52,980 --> 01:02:56,940 that almost continuously see what

1330 01:02:54,510 --> 01:02:59,040 happened during those 58 hours a hundred

1331 01:02:56,940 --> 01:03:03,079 and five thousand children in the world

1332 01:02:59,040 --> 01:03:09,359 died from preventable causes every year

1333 01:03:03,079 --> 01:03:10,950 in 94 in 93 there's a holocaust worth of

1334 01:03:09,359 --> 01:03:14,970 children dying from preventable causes

1335 01:03:10,950 --> 01:03:17,160 10 million dying from starvation and

1336 01:03:14,970 --> 01:03:19,410 dehydration and so forth we can't even

1337 01:03:17,160 --> 01:03:21,299 deal with it we can't imagine it and so

1338 01:03:19,410 --> 01:03:24,270 we fastened on to one little girl in a

1339 01:03:21,299 --> 01:03:25,579 well who wasn't even hurt right this is

1340 01:03:24,270 --> 01:03:29,270 nuts

1341 01:03:25,579 --> 01:03:29,270 this is not sane

1342 01:03:33,000 --> 01:03:41,490 our mind is tiny we look at an epidemic

1343 01:03:37,470 --> 01:03:46,380 when it's starting off through a little

1344 01:03:41,490 --> 01:03:48,960 keyhole you see nothing that's what

1345 01:03:46,380 --> 01:03:52,530 happened when aids was announced every

1346 01:03:48,960 --> 01:03:56,520 scientist in this country knew that if

1347 01:03:52,530 --> 01:03:59,400 you have a disease that is contagious

1348 01:03:56,520 --> 01:04:02,970 fatal and you don't have a cure you have

1349 01:03:59,400 --> 01:04:05,730 one of these guys but nobody could see

1350 01:04:02,970 --> 01:04:06,840 it and so nobody did anything you know

1351 01:04:05,730 --> 01:04:10,440 many people are going to die in Africa

1352 01:04:06,840 --> 01:04:13,109 in the next 12 years 35 million young

1353 01:04:10,440 --> 01:04:14,130 Vinney in the Pacific Rim 42 million

1354 01:04:13,109 --> 01:04:16,619 according to the World Health

1355 01:04:14,130 --> 01:04:19,950 Organization they're politicians still

1356 01:04:16,619 --> 01:04:24,990 don't get it because nobody is dying

1357 01:04:19,950 --> 01:04:27,599 like that now we can't use our common

1358 01:04:24,990 --> 01:04:29,609 sense to deal with the complexity of the

1359 01:04:27,599 --> 01:04:31,349 world that are in today we have to use

1360 01:04:29,609 --> 01:04:35,340 something beyond common sense we have to

1361 01:04:31,349 --> 01:04:37,320 use symbolic models of the world because

1362 01:04:35,340 --> 01:04:40,950 we have to do something before we just

1363 01:04:37,320 --> 01:04:44,580 walk off the cliff so the whole whole

1364 01:04:40,950 --> 01:04:47,460 problem that I'm talking about here has

1365 01:04:44,580 --> 01:04:50,010 to do with dealing with things that are

1366 01:04:47,460 --> 01:04:53,280 more complex than our common sense was

1367 01:04:50,010 --> 01:04:55,710 set up for problem solving which is what

1368 01:04:53,280 --> 01:04:58,680 these teach in school is a terrible way

1369 01:04:55,710 --> 01:05:00,990 of getting ahead mosquitoes

1370 01:04:58,680 --> 01:05:02,940 solve it with DDT wind up with more

1371 01:05:00,990 --> 01:05:04,170 mosquitoes because you're not just

1372 01:05:02,940 --> 01:05:07,040 working with mosquitoes you're working

1373 01:05:04,170 --> 01:05:09,240 with an ecology the DDT kills the fish

1374 01:05:07,040 --> 01:05:11,130 mosquitoes breed faster than the fish

1375 01:05:09,240 --> 01:05:13,109 the mosquitoes breed resistant strains

1376 01:05:11,130 --> 01:05:15,119 faster than the fish you wind up with

1377 01:05:13,109 --> 01:05:17,339 less fish and they were eating most of

1378 01:05:15,119 --> 01:05:18,630 the larvae of the mosquitoes and all of

1379 01:05:17,339 --> 01:05:20,580 a sudden you have more mosquitoes and

1380 01:05:18,630 --> 01:05:23,220 the DDT doesn't work anymore this is

1381 01:05:20,580 --> 01:05:25,980 what happens time after time because the

1382 01:05:23,220 --> 01:05:27,359 truth is is that we're involved in very

1383 01:05:25,980 --> 01:05:29,250 complex systems and you should be aware

1384 01:05:27,359 --> 01:05:33,690 of this I'm sure being in the banking

1385 01:05:29,250 --> 01:05:34,920 business it's nonlinear it's not

1386 01:05:33,690 --> 01:05:36,510 something that you can sit and turn a

1387 01:05:34,920 --> 01:05:38,849 couple of dots and know what's going to

1388 01:05:36,510 --> 01:05:41,300 happen like the Fed tries to do with the

1389 01:05:38,849 --> 01:05:41,300 economy

1390 01:05:42,160 --> 01:05:47,960 quality doesn't work three recent

1391 01:05:45,830 --> 01:05:53,870 winners of the Baldrige award General

1392 01:05:47,960 --> 01:05:56,360 Motors IBM and Dec why does equality

1393 01:05:53,870 --> 01:05:58,460 work because the only way you can get

1394 01:05:56,360 --> 01:06:00,950 Six Sigma good at something is to have

1395 01:05:58,460 --> 01:06:02,510 done it for a long time and in this

1396 01:06:00,950 --> 01:06:05,570 high-tech world that means you're

1397 01:06:02,510 --> 01:06:07,640 obsolete long before you ever get there

1398 01:06:05,570 --> 01:06:09,850 Bill Gates doesn't want Microsoft to

1399 01:06:07,640 --> 01:06:12,230 ever get Six Sigma good at what they do

1400 01:06:09,850 --> 01:06:15,850 that's not the thing what you have to be

1401 01:06:12,230 --> 01:06:18,110 is be fitted to the times as they are

1402 01:06:15,850 --> 01:06:19,670 not getting really you can only get

1403 01:06:18,110 --> 01:06:20,860 really great at something if it's not

1404 01:06:19,670 --> 01:06:23,630 going to change on you

1405 01:06:20,860 --> 01:06:29,570 so total quality management is a farce

1406 01:06:23,630 --> 01:06:32,330 in high tech arenas so coming back you

1407 01:06:29,570 --> 01:06:33,860 have to look at McLuhan again I don't

1408 01:06:32,330 --> 01:06:36,200 know who discovered water but it wasn't

1409 01:06:33,860 --> 01:06:43,220 a fish we have to try and make that work

1410 01:06:36,200 --> 01:06:46,520 for us this time I'm going to actually

1411 01:06:43,220 --> 01:06:49,760 going to skip over the video and just go

1412 01:06:46,520 --> 01:06:52,730 to this so the trick behind this stuff

1413 01:06:49,760 --> 01:06:54,500 is you can only learn to see when you

1414 01:06:52,730 --> 01:06:58,730 realize you're blind you have to admit

1415 01:06:54,500 --> 01:07:00,370 it this is what scientists do in order

1416 01:06:58,730 --> 01:07:03,680 to deal with science you have to ignore

1417 01:07:00,370 --> 01:07:05,540 what your hands tell you about touching

1418 01:07:03,680 --> 01:07:08,420 things what your eyes tell you about the

1419 01:07:05,540 --> 01:07:10,820 world and you have to try and dig deeper

1420 01:07:08,420 --> 01:07:14,710 than what your senses and common sense

1421 01:07:10,820 --> 01:07:14,710 are telling you it is really hard to do

1422 01:07:15,220 --> 01:07:18,830 so one of things you can do is you can

1423 01:07:17,210 --> 01:07:23,660 make a better goldfish ball this is what

1424 01:07:18,830 --> 01:07:26,570 Wells Fargo should do difference between

1425 01:07:23,660 --> 01:07:28,100 four hundred years ago coming out of the

1426 01:07:26,570 --> 01:07:30,770 Middle Ages and the Renaissance and now

1427 01:07:28,100 --> 01:07:32,180 is that we're now self-conscious about

1428 01:07:30,770 --> 01:07:35,480 these goldfish bowls and we can

1429 01:07:32,180 --> 01:07:37,820 structure them when you do something

1430 01:07:35,480 --> 01:07:40,640 like an programming language you're

1431 01:07:37,820 --> 01:07:42,050 making a goldfish bowl for people it's a

1432 01:07:40,640 --> 01:07:45,140 paradigm it's a collection of beliefs

1433 01:07:42,050 --> 01:07:47,360 it's a way of doing things these things

1434 01:07:45,140 --> 01:07:48,980 are incredibly powerful because of the

1435 01:07:47,360 --> 01:07:51,350 way our minds work we can't change the

1436 01:07:48,980 --> 01:07:53,690 way our minds work in any direct way but

1437 01:07:51,350 --> 01:07:55,819 we can change the context in which they

1438 01:07:53,690 --> 01:07:59,970 do work

1439 01:07:55,819 --> 01:08:02,240 we see what we know if you take most

1440 01:07:59,970 --> 01:08:04,799 people who did it drawing like this

1441 01:08:02,240 --> 01:08:07,440 would be thrown out of art class in fact

1442 01:08:04,799 --> 01:08:09,299 this person was this is what they did

1443 01:08:07,440 --> 01:08:12,359 after just a couple of months later a

1444 01:08:09,299 --> 01:08:16,889 self-portrait of themselves and this is

1445 01:08:12,359 --> 01:08:19,859 another portrait done by the person who

1446 01:08:16,889 --> 01:08:23,159 did this picture on the top after about

1447 01:08:19,859 --> 01:08:26,790 three months in fact you can become an

1448 01:08:23,159 --> 01:08:30,659 incredibly good artist in almost any

1449 01:08:26,790 --> 01:08:32,370 area in just a few months our ability to

1450 01:08:30,659 --> 01:08:33,920 learn things is much much greater than

1451 01:08:32,370 --> 01:08:38,690 we think

1452 01:08:33,920 --> 01:08:40,679 in fact most people are more ignorant

1453 01:08:38,690 --> 01:08:42,359 most people think of themselves as

1454 01:08:40,679 --> 01:08:44,850 stupid but they're actually smarter than

1455 01:08:42,359 --> 01:08:46,199 they think they are the problem is that

1456 01:08:44,850 --> 01:08:49,500 most people know less than they think

1457 01:08:46,199 --> 01:08:51,210 they do all right so we're constrained

1458 01:08:49,500 --> 01:08:53,790 much more by what we know about the

1459 01:08:51,210 --> 01:08:56,310 world than what our latent abilities are

1460 01:08:53,790 --> 01:08:57,480 we can make these multiple mentalities

1461 01:08:56,310 --> 01:09:01,529 which are always fighting each other

1462 01:08:57,480 --> 01:09:04,259 work for us for instance this is this is

1463 01:09:01,529 --> 01:09:10,500 sorry this is almost illegible but this

1464 01:09:04,259 --> 01:09:11,969 is a coherent essay a page long done by

1465 01:09:10,500 --> 01:09:17,040 a five-year-old and she'd only been

1466 01:09:11,969 --> 01:09:20,730 writing for about three months three or

1467 01:09:17,040 --> 01:09:23,069 four months of course second and third

1468 01:09:20,730 --> 01:09:25,949 graders often don't write very coherent

1469 01:09:23,069 --> 01:09:27,779 essays so how do how did the teacher get

1470 01:09:25,949 --> 01:09:30,179 her to write this coherent essays well

1471 01:09:27,779 --> 01:09:32,969 it happens that children especially

1472 01:09:30,179 --> 01:09:35,370 can't sequence symbolically the symbolic

1473 01:09:32,969 --> 01:09:37,080 part of their mind isn't set up for

1474 01:09:35,370 --> 01:09:39,449 sequencing but they can do really good

1475 01:09:37,080 --> 01:09:41,699 sequencing iconically so what the

1476 01:09:39,449 --> 01:09:44,609 teacher had the child do is to draw a

1477 01:09:41,699 --> 01:09:47,190 movie of the story she had in mind all

1478 01:09:44,609 --> 01:09:48,839 children even we've tested children down

1479 01:09:47,190 --> 01:09:53,310 to the age of even three and a half and

1480 01:09:48,839 --> 01:09:54,860 four can draw a coherent storyboards try

1481 01:09:53,310 --> 01:09:57,060 this with your children

1482 01:09:54,860 --> 01:09:58,830 you'll also notice something really

1483 01:09:57,060 --> 01:10:00,300 strange and wonderful when they're

1484 01:09:58,830 --> 01:10:03,120 drawing the storyboard they can draw

1485 01:10:00,300 --> 01:10:05,489 better than when they draw a regular

1486 01:10:03,120 --> 01:10:07,840 drawing there's something about the

1487 01:10:05,489 --> 01:10:11,180 focusing of it we still don't understand

1488 01:10:07,840 --> 01:10:12,740 then having done a coherent story board

1489 01:10:11,180 --> 01:10:15,140 over there the teacher then says write

1490 01:10:12,740 --> 01:10:17,480 one or two sentences about each of the

1491 01:10:15,140 --> 01:10:19,100 panels and when the child does that they

1492 01:10:17,480 --> 01:10:21,080 get a coherent essay that has a

1493 01:10:19,100 --> 01:10:27,200 beginning middle and end now is that

1494 01:10:21,080 --> 01:10:29,380 cheating is it I don't think so I mean

1495 01:10:27,200 --> 01:10:32,840 if that's cheating calculus is cheating

1496 01:10:29,380 --> 01:10:36,230 right the whole idea is we have to cheat

1497 01:10:32,840 --> 01:10:40,130 we're not smart enough not to get by

1498 01:10:36,230 --> 01:10:47,260 without finding these scaffolds we can

1499 01:10:40,130 --> 01:10:47,260 work our buns off in the wrong context

1500 01:10:48,370 --> 01:10:55,280 well three mentalities how about a way

1501 01:10:51,770 --> 01:10:58,280 of grabbing things for user-interface

1502 01:10:55,280 --> 01:11:00,860 how about a way of using our ability to

1503 01:10:58,280 --> 01:11:03,770 remember things in terms of images and

1504 01:11:00,860 --> 01:11:05,690 how about a way of dealing with symbolic

1505 01:11:03,770 --> 01:11:06,850 renderings of those things and if you

1506 01:11:05,690 --> 01:11:10,670 put those together

1507 01:11:06,850 --> 01:11:12,140 you get this machine in this interface

1508 01:11:10,670 --> 01:11:14,540 that's how it came about

1509 01:11:12,140 --> 01:11:17,180 we took a psychological model about the

1510 01:11:14,540 --> 01:11:18,650 way people actually seem to think spend

1511 01:11:17,180 --> 01:11:21,020 a couple of years trying to understand

1512 01:11:18,650 --> 01:11:23,870 it in the terms of communication between

1513 01:11:21,020 --> 01:11:26,360 human and machine and came up with a

1514 01:11:23,870 --> 01:11:29,540 much better way of doing a user

1515 01:11:26,360 --> 01:11:35,270 interface so the whole point here is

1516 01:11:29,540 --> 01:11:36,710 that by changing the context in which

1517 01:11:35,270 --> 01:11:40,190 you're in which you're thinking about

1518 01:11:36,710 --> 01:11:41,810 things you can change the results not in

1519 01:11:40,190 --> 01:11:44,990 quantitative ways but in qualitative

1520 01:11:41,810 --> 01:11:48,020 ways so the strongest weapon that you

1521 01:11:44,990 --> 01:11:51,280 have for exploring the future is the one

1522 01:11:48,020 --> 01:11:54,400 between your ears providing it's loaded

1523 01:11:51,280 --> 01:11:54,400 thank you

1524 01:12:05,710 --> 01:12:11,260 okay

1525 01:12:07,960 --> 01:12:18,140 now we have time for some some questions

1526 01:12:11,260 --> 01:12:24,130 and I love to answer questions so please

1527 01:12:18,140 --> 01:12:24,130 don't be shy yes

1528 01:12:36,459 --> 01:12:42,519 well I think I think everybody heard

1529 01:12:39,159 --> 01:12:47,349 that didn't they basically is saying

1530 01:12:42,519 --> 01:12:49,570 from experiences that I've had being on

1531 01:12:47,349 --> 01:12:52,539 advisory boards and so forth and talking

1532 01:12:49,570 --> 01:12:53,320 to large companies what mistakes do

1533 01:12:52,539 --> 01:12:56,159 people make

1534 01:12:53,320 --> 01:12:59,880 well mistake is the wrong word because

1535 01:12:56,159 --> 01:13:05,170 the it's very it's quite rare for

1536 01:12:59,880 --> 01:13:07,059 companies to actually make mistakes what

1537 01:13:05,170 --> 01:13:10,599 they do is to do things perfectly

1538 01:13:07,059 --> 01:13:12,130 logically in the wrong place right and

1539 01:13:10,599 --> 01:13:15,939 those aren't really mistakes they're

1540 01:13:12,130 --> 01:13:18,570 ill-chosen paths so the one of the major

1541 01:13:15,939 --> 01:13:22,449 things that companies don't do is to

1542 01:13:18,570 --> 01:13:23,979 even look at this country as a model

1543 01:13:22,449 --> 01:13:28,780 this country doesn't have zillions of

1544 01:13:23,979 --> 01:13:31,300 rules compared to say Germany it has a

1545 01:13:28,780 --> 01:13:35,199 constitution the constitution is kind of

1546 01:13:31,300 --> 01:13:41,469 the DNA and it's designed to provide

1547 01:13:35,199 --> 01:13:44,769 maximum diversity and still allow us to

1548 01:13:41,469 --> 01:13:46,590 argue with each other right science what

1549 01:13:44,769 --> 01:13:50,709 happened when science was invented is

1550 01:13:46,590 --> 01:13:52,900 people basically started saying this is

1551 01:13:50,709 --> 01:13:56,650 coming out of the 15th and 16th

1552 01:13:52,900 --> 01:13:59,289 centuries was saying when Galileo's

1553 01:13:56,650 --> 01:14:02,439 telescope showed the four moons of

1554 01:13:59,289 --> 01:14:05,559 Jupiter orbiting around a center in the

1555 01:14:02,439 --> 01:14:09,969 heavens that wasn't the earth it toppled

1556 01:14:05,559 --> 01:14:12,939 the church's cosmology because this was

1557 01:14:09,969 --> 01:14:18,219 dogma right this was actually the Word

1558 01:14:12,939 --> 01:14:19,689 of God that there was only one Center of

1559 01:14:18,219 --> 01:14:22,119 motion in the universe and that was the

1560 01:14:19,689 --> 01:14:23,889 earth so that was devastating basically

1561 01:14:22,119 --> 01:14:26,139 the the conclusion that people came from

1562 01:14:23,889 --> 01:14:28,689 that is we can't get involved in dogma

1563 01:14:26,139 --> 01:14:30,550 if we're going to get ahead the problem

1564 01:14:28,689 --> 01:14:32,349 is if you don't get involved in dogma

1565 01:14:30,550 --> 01:14:35,229 how can you do anything all right isn't

1566 01:14:32,349 --> 01:14:37,989 everybody's opinion the same right so

1567 01:14:35,229 --> 01:14:39,459 this is misplaced democracy everybody's

1568 01:14:37,989 --> 01:14:41,110 opinion is say no everybody's opinion

1569 01:14:39,459 --> 01:14:42,939 isn't the same so how do you resolve

1570 01:14:41,110 --> 01:14:45,729 that the way he resolved it is setting

1571 01:14:42,939 --> 01:14:48,070 up a system for argument science is a

1572 01:14:45,729 --> 01:14:49,809 system for argument as Richard Feynman

1573 01:14:48,070 --> 01:14:50,230 likes to say science means you don't

1574 01:14:49,809 --> 01:14:53,320 have to

1575 01:14:50,230 --> 01:14:56,310 trust the experts right because there's

1576 01:14:53,320 --> 01:15:00,370 no scientific claim that you can't test

1577 01:14:56,310 --> 01:15:02,680 you don't have to believe anybody but if

1578 01:15:00,370 --> 01:15:05,380 you want to play in science you have to

1579 01:15:02,680 --> 01:15:07,630 be tough on the argument so what most

1580 01:15:05,380 --> 01:15:10,750 companies don't do is to set up a

1581 01:15:07,630 --> 01:15:12,130 situation where they can argue well most

1582 01:15:10,750 --> 01:15:15,600 companies are terrible at arguing

1583 01:15:12,130 --> 01:15:18,100 because they take arguing personally

1584 01:15:15,600 --> 01:15:20,110 right and that is no case and so what

1585 01:15:18,100 --> 01:15:23,350 you get is party lines and dogma and all

1586 01:15:20,110 --> 01:15:24,610 that the paraphernalia of the past what

1587 01:15:23,350 --> 01:15:28,660 you need to do is to have a way of

1588 01:15:24,610 --> 01:15:30,130 separating out personalities from the

1589 01:15:28,660 --> 01:15:32,020 fact that there are very difficult

1590 01:15:30,130 --> 01:15:34,720 issues that need to be feared long and

1591 01:15:32,020 --> 01:15:36,790 hard and they have to be taken down to

1592 01:15:34,720 --> 01:15:38,890 the essence or else you're just going to

1593 01:15:36,790 --> 01:15:41,500 get another wave another five year plan

1594 01:15:38,890 --> 01:15:43,630 like the Russians used to do yielding

1595 01:15:41,500 --> 01:15:45,850 nothing because they refuse to look at

1596 01:15:43,630 --> 01:15:48,640 the basis of Marxism and ask whether

1597 01:15:45,850 --> 01:15:49,930 there was anything there or not right so

1598 01:15:48,640 --> 01:15:52,630 I think the thing is is to try and

1599 01:15:49,930 --> 01:15:54,850 convert from a dogmatic hierarchical

1600 01:15:52,630 --> 01:15:56,940 system because if you think about

1601 01:15:54,850 --> 01:16:00,610 American businesses are distressingly

1602 01:15:56,940 --> 01:16:02,050 undemocratic fact I think of them as

1603 01:16:00,610 --> 01:16:07,600 being like hunting and gathering

1604 01:16:02,050 --> 01:16:09,130 societies as compared to agriculture my

1605 01:16:07,600 --> 01:16:11,100 American businesses try to put their

1606 01:16:09,130 --> 01:16:15,489 competitors out of business

1607 01:16:11,100 --> 01:16:17,170 whereas farmers never do why because a

1608 01:16:15,489 --> 01:16:19,780 farmer needs all the other farmers to

1609 01:16:17,170 --> 01:16:22,060 come help him build his barn so farmers

1610 01:16:19,780 --> 01:16:24,370 do limited competition on Saturdays they

1611 01:16:22,060 --> 01:16:25,510 go out and help each other on Tuesdays

1612 01:16:24,370 --> 01:16:27,940 and they spend the rest of the time

1613 01:16:25,510 --> 01:16:29,560 trying to get their farm going a lot so

1614 01:16:27,940 --> 01:16:31,150 a lot of agricultural metaphors have

1615 01:16:29,560 --> 01:16:33,610 never come into business in any strong

1616 01:16:31,150 --> 01:16:35,200 way one of the ones I used at lunch is

1617 01:16:33,610 --> 01:16:37,120 an agriculture you need to let your

1618 01:16:35,200 --> 01:16:39,130 fields even in the Bible it says let

1619 01:16:37,120 --> 01:16:42,580 your fields lie fallow one year and

1620 01:16:39,130 --> 01:16:45,280 seven that means you're giving up 14

1621 01:16:42,580 --> 01:16:47,920 percent of your return in order to be

1622 01:16:45,280 --> 01:16:50,890 there 20 years from now right that's a

1623 01:16:47,920 --> 01:16:53,500 research budget 14 percent that's what

1624 01:16:50,890 --> 01:16:54,910 it means American businesses can't

1625 01:16:53,500 --> 01:16:57,460 understand they're always top soil

1626 01:16:54,910 --> 01:16:59,440 stripping and what do you get when you

1627 01:16:57,460 --> 01:17:01,770 topsoil strip you get a Dust Bowl and

1628 01:16:59,440 --> 01:17:04,480 that is what we have got

1629 01:17:01,770 --> 01:17:06,880 so the only way these changes can happen

1630 01:17:04,480 --> 01:17:11,110 is if the reward system has to be

1631 01:17:06,880 --> 01:17:14,410 changed by the top-most management to

1632 01:17:11,110 --> 01:17:18,180 investing some part in the future in a

1633 01:17:14,410 --> 01:17:21,719 serious way not in a token nice way and

1634 01:17:18,180 --> 01:17:25,680 to I believe that people will not change

1635 01:17:21,719 --> 01:17:29,199 unless there is some reward for failure

1636 01:17:25,680 --> 01:17:32,920 tell you a funny story I was I gave a

1637 01:17:29,199 --> 01:17:35,590 talk at the Stanford 25th anniversary of

1638 01:17:32,920 --> 01:17:38,980 computer science and there 75 Silicon

1639 01:17:35,590 --> 01:17:43,120 Valley companies in the room and I was

1640 01:17:38,980 --> 01:17:44,350 talking about told the story at Xerox

1641 01:17:43,120 --> 01:17:46,510 PARC when I when I first did the

1642 01:17:44,350 --> 01:17:49,260 overlapping window interface I use a

1643 01:17:46,510 --> 01:17:52,690 demo up to various Xerox executives and

1644 01:17:49,260 --> 01:17:54,219 one guy I went shoe and showed how the

1645 01:17:52,690 --> 01:17:57,340 windows came up and this is so much

1646 01:17:54,219 --> 01:18:00,219 easier and expands the effective area of

1647 01:17:57,340 --> 01:18:01,960 the display and this and that blah blah

1648 01:18:00,219 --> 01:18:03,760 blah and at the end as I said what's

1649 01:18:01,960 --> 01:18:06,760 really great about this stuff is it only

1650 01:18:03,760 --> 01:18:09,760 has a 20% chance of success we're taking

1651 01:18:06,760 --> 01:18:11,110 risk just like you asked us to he looked

1652 01:18:09,760 --> 01:18:13,920 at me and he said boy that's great but

1653 01:18:11,110 --> 01:18:13,920 just make sure it works

1654 01:18:14,169 --> 01:18:19,719 right the American businessman is idea

1655 01:18:16,869 --> 01:18:23,229 of risk being that 20 percent 100

1656 01:18:19,719 --> 01:18:26,139 percent of the time but it isn't it's

1657 01:18:23,229 --> 01:18:29,769 like baseball Ty Cobb's lifetime batting

1658 01:18:26,139 --> 01:18:33,130 average was 367 two out of three times

1659 01:18:29,769 --> 01:18:34,840 he made out right they have to invest

1660 01:18:33,130 --> 01:18:36,639 when you're doing things that involve

1661 01:18:34,840 --> 01:18:38,169 some risk it's not possible to hit a

1662 01:18:36,639 --> 01:18:40,869 baseball perfectly every time it's a

1663 01:18:38,169 --> 01:18:42,999 very hard thing to do it's not possible

1664 01:18:40,869 --> 01:18:44,559 to be right every time but the thing is

1665 01:18:42,999 --> 01:18:45,909 you can assure yourself of being wrong

1666 01:18:44,559 --> 01:18:47,469 every time if you don't do the

1667 01:18:45,909 --> 01:18:52,559 investment because then you just wind up

1668 01:18:47,469 --> 01:18:52,559 with a dust ball another question yes

1669 01:18:54,659 --> 01:18:58,809 first of all I was really delighted to

1670 01:18:56,979 --> 01:19:02,860 hear you talk about Doug Engelbart oh

1671 01:18:58,809 --> 01:19:04,659 yeah me too trite but I'm a fan one of

1672 01:19:02,860 --> 01:19:06,849 the things that he's recently been

1673 01:19:04,659 --> 01:19:09,429 working on is what he calls

1674 01:19:06,849 --> 01:19:12,399 bootstrapping corporations into the 21st

1675 01:19:09,429 --> 01:19:15,729 century yeah and you touched on this you

1676 01:19:12,399 --> 01:19:17,709 talked about how businesses can improve

1677 01:19:15,729 --> 01:19:20,169 themselves and one of the things he was

1678 01:19:17,709 --> 01:19:22,090 trying to get across without a key to

1679 01:19:20,169 --> 01:19:24,280 the long-term vitality of an

1680 01:19:22,090 --> 01:19:27,909 organization is to get better and better

1681 01:19:24,280 --> 01:19:30,300 at improving itself and I was curious

1682 01:19:27,909 --> 01:19:33,840 what you thought about his concept of

1683 01:19:30,300 --> 01:19:37,090 for example most Fargo being a bank

1684 01:19:33,840 --> 01:19:38,949 naturally keeps things very private from

1685 01:19:37,090 --> 01:19:43,149 Bank of America and other competitors

1686 01:19:38,949 --> 01:19:45,189 one of the engl Barts positions is that

1687 01:19:43,149 --> 01:19:47,469 we should actually be collaborating with

1688 01:19:45,189 --> 01:19:49,659 one another yeah to improve the process

1689 01:19:47,469 --> 01:19:50,829 for everyone so I'd like to hear your

1690 01:19:49,659 --> 01:19:54,719 thoughts on them yeah well the trick

1691 01:19:50,829 --> 01:19:54,719 there of course our antitrust laws

1692 01:19:56,130 --> 01:20:04,170 so we have a harder time doing caresses

1693 01:19:58,740 --> 01:20:06,360 than the Japanese do but basically I

1694 01:20:04,170 --> 01:20:09,360 mean here is a really you can throw

1695 01:20:06,360 --> 01:20:10,980 tomatoes if you want but I mean the the

1696 01:20:09,360 --> 01:20:13,850 crudest statement I can think of is that

1697 01:20:10,980 --> 01:20:17,790 in science you want to help your buddy

1698 01:20:13,850 --> 01:20:20,510 your competitor because there was a way

1699 01:20:17,790 --> 01:20:24,120 of doing it and getting credit for it

1700 01:20:20,510 --> 01:20:26,700 namely they they get really shat on if

1701 01:20:24,120 --> 01:20:29,640 they don't put your name as a source of

1702 01:20:26,700 --> 01:20:32,400 this part of the idea so in science you

1703 01:20:29,640 --> 01:20:34,440 tell everybody everything and there's a

1704 01:20:32,400 --> 01:20:38,280 way of not losing in the reward system

1705 01:20:34,440 --> 01:20:41,460 and science has been one of the fastest

1706 01:20:38,280 --> 01:20:45,810 growing things in business the idea is

1707 01:20:41,460 --> 01:20:47,370 let's screw our buddies because

1708 01:20:45,810 --> 01:20:48,780 especially in the short term when we're

1709 01:20:47,370 --> 01:20:51,030 measuring in the short term we can

1710 01:20:48,780 --> 01:20:53,310 always see little ways of cheating in

1711 01:20:51,030 --> 01:20:56,940 order to make the short term better and

1712 01:20:53,310 --> 01:20:59,580 if there's no long term theory then I

1713 01:20:56,940 --> 01:21:01,290 think there's a there's a super problem

1714 01:20:59,580 --> 01:21:03,780 I mean the truth is the companies do

1715 01:21:01,290 --> 01:21:05,910 collaborate by for instance sending

1716 01:21:03,780 --> 01:21:08,300 people to standards committees of

1717 01:21:05,910 --> 01:21:11,970 various kinds there's a whole layer of

1718 01:21:08,300 --> 01:21:14,880 company Apple is involved in quite a

1719 01:21:11,970 --> 01:21:18,570 number of consortiums there are 50 and

1720 01:21:14,880 --> 01:21:21,180 60 companies big and they include people

1721 01:21:18,570 --> 01:21:22,590 that are competitors of each other but

1722 01:21:21,180 --> 01:21:24,840 for instance everybody knows that unless

1723 01:21:22,590 --> 01:21:27,360 we get network standards worked out in a

1724 01:21:24,840 --> 01:21:29,160 reasonable way and we have a theory of

1725 01:21:27,360 --> 01:21:30,360 object protocols that work out where

1726 01:21:29,160 --> 01:21:33,090 it's actually going to hold things up

1727 01:21:30,360 --> 01:21:34,710 for another decade and so there's this

1728 01:21:33,090 --> 01:21:37,860 whole thing about how can we get the

1729 01:21:34,710 --> 01:21:39,660 state-of-the-art stuff here and not just

1730 01:21:37,860 --> 01:21:42,990 try and beat everybody else to market

1731 01:21:39,660 --> 01:21:44,010 but have some ecological theory now

1732 01:21:42,990 --> 01:21:46,650 angle Bart

1733 01:21:44,010 --> 01:21:49,350 by the way invented the term

1734 01:21:46,650 --> 01:21:52,890 bootstrapping and invented it back in

1735 01:21:49,350 --> 01:21:55,500 the 60s and he was giving that talk back

1736 01:21:52,890 --> 01:21:57,180 when I first met him which is a 1966

1737 01:21:55,500 --> 01:21:59,580 so he's been constantly trying to do

1738 01:21:57,180 --> 01:22:00,900 this and he it's a similar talk affects

1739 01:21:59,580 --> 01:22:02,760 some of the parts of my talk I've

1740 01:22:00,900 --> 01:22:05,790 adapted from his great old talk that he

1741 01:22:02,760 --> 01:22:08,670 used to to give about these we improve

1742 01:22:05,790 --> 01:22:09,599 ourselves by improving our tools and the

1743 01:22:08,670 --> 01:22:11,940 tools

1744 01:22:09,599 --> 01:22:13,320 McLuhan like to say we shape the tools

1745 01:22:11,940 --> 01:22:15,780 and then the tools come around and

1746 01:22:13,320 --> 01:22:17,460 reshape us so you have to be very

1747 01:22:15,780 --> 01:22:20,000 careful about the tools that we make and

1748 01:22:17,460 --> 01:22:23,130 how they reshape us know that yes

1749 01:22:20,000 --> 01:22:24,929 Ian's standards and I was working in

1750 01:22:23,130 --> 01:22:26,639 marketplace that you have standards and

1751 01:22:24,929 --> 01:22:28,560 you also want empower the individual to

1752 01:22:26,639 --> 01:22:30,540 do their own thing how do you see that

1753 01:22:28,560 --> 01:22:32,699 balance being able to give a person

1754 01:22:30,540 --> 01:22:34,290 freedom but also want to have standards

1755 01:22:32,699 --> 01:22:35,820 so everybody can move quickly it sounds

1756 01:22:34,290 --> 01:22:38,550 like it's different directions but we

1757 01:22:35,820 --> 01:22:40,679 have to find out it's that's that's a

1758 01:22:38,550 --> 01:22:44,550 really good question and it goes back to

1759 01:22:40,679 --> 01:22:48,150 the Constitution idea I I was one of

1760 01:22:44,550 --> 01:22:51,599 about 20 people who worked on the

1761 01:22:48,150 --> 01:22:53,159 ARPANET 20 30 people who worked on the

1762 01:22:51,599 --> 01:22:56,610 ARPANET and it's the thing that became

1763 01:22:53,159 --> 01:22:58,460 the Internet and one of the things we

1764 01:22:56,610 --> 01:23:01,079 problems we had back then was the ARPA

1765 01:22:58,460 --> 01:23:02,960 projects had different computers he

1766 01:23:01,079 --> 01:23:07,110 networks basically and heterogeneous

1767 01:23:02,960 --> 01:23:09,150 computer that's just shafted that way

1768 01:23:07,110 --> 01:23:11,119 you're going to get different mixes and

1769 01:23:09,150 --> 01:23:13,800 so you have to sort of face up to it and

1770 01:23:11,119 --> 01:23:16,139 that was in 1968 it was just when I was

1771 01:23:13,800 --> 01:23:19,139 starting to design OOP systems and I

1772 01:23:16,139 --> 01:23:21,420 realized that objects by their very

1773 01:23:19,139 --> 01:23:23,099 nature of having a separate inside and

1774 01:23:21,420 --> 01:23:24,679 an outside we're perfect to go from

1775 01:23:23,099 --> 01:23:26,849 different machines a different machine

1776 01:23:24,679 --> 01:23:28,880 they could even carry different code

1777 01:23:26,849 --> 01:23:31,050 along with them and nobody was the wiser

1778 01:23:28,880 --> 01:23:32,670 they could carry an interpreter with

1779 01:23:31,050 --> 01:23:34,050 them like PostScript does in case there

1780 01:23:32,670 --> 01:23:36,599 isn't something that knows how to

1781 01:23:34,050 --> 01:23:40,290 compile them and so when you think about

1782 01:23:36,599 --> 01:23:41,969 it just the notion of an object or the

1783 01:23:40,290 --> 01:23:43,560 notion of a cell think of how many

1784 01:23:41,969 --> 01:23:46,349 different cell types we have they all

1785 01:23:43,560 --> 01:23:49,670 run from the same DNA right so the

1786 01:23:46,349 --> 01:23:53,429 compatibility is done by not allowing

1787 01:23:49,670 --> 01:23:56,820 gratuitous information outside of the

1788 01:23:53,429 --> 01:23:58,920 cell right so if you send objects around

1789 01:23:56,820 --> 01:24:01,380 so people can be infinitely they can do

1790 01:23:58,920 --> 01:24:03,230 anything they want put it inside of an

1791 01:24:01,380 --> 01:24:05,579 object and as long as the object can be

1792 01:24:03,230 --> 01:24:07,860 recognized by various protocols and

1793 01:24:05,579 --> 01:24:09,659 api's that object can run on a wide

1794 01:24:07,860 --> 01:24:12,599 variety of different machines and still

1795 01:24:09,659 --> 01:24:15,090 be completely idiosyncratic to what the

1796 01:24:12,599 --> 01:24:16,530 creative person wants to do so you can

1797 01:24:15,090 --> 01:24:18,780 think of that as you know it's a

1798 01:24:16,530 --> 01:24:20,280 biological most of the answers I have to

1799 01:24:18,780 --> 01:24:21,869 questions like that came out of I used

1800 01:24:20,280 --> 01:24:22,239 to be a molecular biologist a long time

1801 01:24:21,869 --> 01:24:24,250 ago

1802 01:24:22,239 --> 01:24:27,340 and thing you have to realize is a

1803 01:24:24,250 --> 01:24:30,640 biology is so much more complicated than

1804 01:24:27,340 --> 01:24:32,350 anything computer people do it's by you

1805 01:24:30,640 --> 01:24:35,350 know tens of orders of man for instance

1806 01:24:32,350 --> 01:24:37,480 a bacteriological cell which we have

1807 01:24:35,350 --> 01:24:39,250 lots in our but our body is about a

1808 01:24:37,480 --> 01:24:44,230 hundred gigabytes worth of information

1809 01:24:39,250 --> 01:24:47,170 processing machinery and the processing

1810 01:24:44,230 --> 01:24:49,660 pattern matches are done in in sub

1811 01:24:47,170 --> 01:24:51,760 microsecond speed all right so you

1812 01:24:49,660 --> 01:24:54,400 happen it's just so typical one of those

1813 01:24:51,760 --> 01:24:56,440 things is like fifty thousand four

1814 01:24:54,400 --> 01:25:00,010 megabyte despot desktop computers that's

1815 01:24:56,440 --> 01:25:03,190 one bacterium one bacterium is one five

1816 01:25:00,010 --> 01:25:07,500 hundredth the size of a typical cell in

1817 01:25:03,190 --> 01:25:11,560 our body right we have ten trillion

1818 01:25:07,500 --> 01:25:14,080 cells in our body now the thing you have

1819 01:25:11,560 --> 01:25:16,200 to realize is that what's happening in

1820 01:25:14,080 --> 01:25:19,270 our body is hundreds and hundreds of

1821 01:25:16,200 --> 01:25:21,810 thousands even millions of cells are

1822 01:25:19,270 --> 01:25:25,030 dying every day

1823 01:25:21,810 --> 01:25:26,739 do everybody know that the atoms in our

1824 01:25:25,030 --> 01:25:30,239 body don't last for more than seven

1825 01:25:26,739 --> 01:25:33,430 years even in our bones they're replaced

1826 01:25:30,239 --> 01:25:36,120 so we humans biological organisms are

1827 01:25:33,430 --> 01:25:38,410 patterns moving through time and space

1828 01:25:36,120 --> 01:25:42,430 material comes into us and it goes out

1829 01:25:38,410 --> 01:25:44,020 of us the pattern stays behind right so

1830 01:25:42,430 --> 01:25:46,780 there's a constant dynamic organization

1831 01:25:44,020 --> 01:25:48,430 now why are we still alive the answer is

1832 01:25:46,780 --> 01:25:52,300 that more things are going right with us

1833 01:25:48,430 --> 01:25:55,750 and are going wrong compare that to your

1834 01:25:52,300 --> 01:25:57,850 COBOL program where one line of code now

1835 01:25:55,750 --> 01:26:01,090 let's see it wasn't well as far go but

1836 01:25:57,850 --> 01:26:05,770 what Bank was at Chemical Bank one line

1837 01:26:01,090 --> 01:26:07,960 of C code right and all of a sudden

1838 01:26:05,770 --> 01:26:10,120 people were having every time they took

1839 01:26:07,960 --> 01:26:15,700 something out it was twice as much as

1840 01:26:10,120 --> 01:26:17,320 taken out how can you do that come on we

1841 01:26:15,700 --> 01:26:18,880 shouldn't you think of that kind of

1842 01:26:17,320 --> 01:26:20,670 stuff as I mean if you're gonna use

1843 01:26:18,880 --> 01:26:24,850 transaction systems can't you imagine

1844 01:26:20,670 --> 01:26:26,950 transactions at the code level like it's

1845 01:26:24,850 --> 01:26:28,750 like do you really want to program in a

1846 01:26:26,950 --> 01:26:31,350 procedural language when you should be

1847 01:26:28,750 --> 01:26:33,550 programming in terms of constraints

1848 01:26:31,350 --> 01:26:34,900 that's the way you do that when you do

1849 01:26:33,550 --> 01:26:36,290 that you wind up with something that's

1850 01:26:34,900 --> 01:26:39,080 like a biological

1851 01:26:36,290 --> 01:26:40,700 it's tolerant of error because the

1852 01:26:39,080 --> 01:26:43,430 constraints are gonna make the overall

1853 01:26:40,700 --> 01:26:45,710 system get to the goal anyway so it's

1854 01:26:43,430 --> 01:26:47,270 like all biological systems when they're

1855 01:26:45,710 --> 01:26:48,800 following a light they don't get perfect

1856 01:26:47,270 --> 01:26:50,150 information back and they're not doing

1857 01:26:48,800 --> 01:26:51,740 things perfectly but the feedback

1858 01:26:50,150 --> 01:26:54,310 mechanism will get them to the goal

1859 01:26:51,740 --> 01:27:06,530 that's the way we should be programming

1860 01:26:54,310 --> 01:27:08,540 another question yes who makes it yeah

1861 01:27:06,530 --> 01:27:11,030 actually I always throw that in I

1862 01:27:08,540 --> 01:27:13,700 thought you know I've all my

1863 01:27:11,030 --> 01:27:16,220 professional career starting from 1968

1864 01:27:13,700 --> 01:27:19,370 I've worked with children the Mac was

1865 01:27:16,220 --> 01:27:21,140 designed for children not for adults in

1866 01:27:19,370 --> 01:27:25,250 fact some of the drawbacks in the user

1867 01:27:21,140 --> 01:27:26,450 interface are because of that fact we

1868 01:27:25,250 --> 01:27:28,880 did that interface so we could teach

1869 01:27:26,450 --> 01:27:33,620 children some very complicated things

1870 01:27:28,880 --> 01:27:37,370 and the to me the because of the way our

1871 01:27:33,620 --> 01:27:39,470 minds work because as humans we're

1872 01:27:37,370 --> 01:27:44,030 inescapably drawn and thank goodness in

1873 01:27:39,470 --> 01:27:46,900 a way to learn our culture think of the

1874 01:27:44,030 --> 01:27:49,030 an arc think if we weren't social

1875 01:27:46,900 --> 01:27:52,700 they'll be frightening

1876 01:27:49,030 --> 01:27:56,920 so we're drawn to learn a big set of

1877 01:27:52,700 --> 01:27:59,360 beliefs and if we want to change those

1878 01:27:56,920 --> 01:28:02,540 beliefs it's much easier to change them

1879 01:27:59,360 --> 01:28:04,130 in children than in adults and so I you

1880 01:28:02,540 --> 01:28:05,870 know I'm sort of the opposite the Roman

1881 01:28:04,130 --> 01:28:09,050 Catholic Church and you know I want to

1882 01:28:05,870 --> 01:28:10,760 save the children first and they are the

1883 01:28:09,050 --> 01:28:12,800 ones that I can't find any way of

1884 01:28:10,760 --> 01:28:14,210 blaming them when something is going

1885 01:28:12,800 --> 01:28:16,610 wrong with them whereas adults I can

1886 01:28:14,210 --> 01:28:18,980 find infinite lists of things to blame

1887 01:28:16,610 --> 01:28:22,430 adults for they should know better etc

1888 01:28:18,980 --> 01:28:23,780 etc but for children good grief so the

1889 01:28:22,430 --> 01:28:26,020 answer is you just keep on throwing this

1890 01:28:23,780 --> 01:28:28,700 stuff I think the Chinese water torture

1891 01:28:26,020 --> 01:28:30,680 treatment is you just kept people to

1892 01:28:28,700 --> 01:28:32,390 keep on trying to notice the things are

1893 01:28:30,680 --> 01:28:35,210 infinitely more complex than television

1894 01:28:32,390 --> 01:28:36,860 can ever portray and once people start

1895 01:28:35,210 --> 01:28:39,290 thinking in terms other than in

1896 01:28:36,860 --> 01:28:40,700 television where you're dealing with

1897 01:28:39,290 --> 01:28:43,610 individuals and start thinking in these

1898 01:28:40,700 --> 01:28:45,580 larger abstract terms that's that's when

1899 01:28:43,610 --> 01:28:48,800 things start happening

1900 01:28:45,580 --> 01:28:49,790 anybody can save one child the most

1901 01:28:48,800 --> 01:28:51,470 important thing is

1902 01:28:49,790 --> 01:28:53,090 to realize that if you save one child

1903 01:28:51,470 --> 01:28:58,660 and somebody else say is another child

1904 01:28:53,090 --> 01:28:58,660 and all the children will be saved yes

1905 01:28:58,960 --> 01:29:03,530 time to quit I would love to stop on

1906 01:29:01,370 --> 01:29:04,850 that note okay matter of fact thank you

1907 01:29:03,530 --> 01:29:15,789 very much

1908 01:29:04,850 --> 01:29:15,789 [Applause]