Delivering the Future (1994): Difference between revisions
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1 | |||
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[Applause] | |||
2 | |||
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well thank you for inviting me here I | |||
3 | |||
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like the title of this session I think | |||
4 | |||
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in the first year I was at Xerox PARC I | |||
5 | |||
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had an argument with some of the Xerox | |||
6 | |||
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executives who are worrying about what | |||
7 | |||
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might happen and they wanted to defend | |||
8 | |||
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themselves against the future it was so | |||
9 | |||
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wimpy I finally got angry at them and I | |||
10 | |||
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said look the best way to predict the | |||
11 | |||
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future is to invent it don't worry about | |||
12 | |||
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what all those other people are going to | |||
13 | |||
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do this is the century in which if you | |||
14 | |||
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have a vision and you don't violate too | |||
15 | |||
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many of Newton's laws you can actually | |||
16 | |||
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build the thing that you have in mind | |||
17 | |||
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now delivering the future is a more | |||
18 | |||
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subtle metaphor so it implies there's | |||
19 | |||
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something to deliver like a baby and the | |||
20 | |||
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reason I like it is that there's all | |||
21 | |||
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this exciting stuff that has to happen a | |||
22 | |||
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little earlier in the process in order | |||
23 | |||
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to have a baby to deliver we scientists | |||
24 | |||
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call that research so I'm going to talk | |||
25 | |||
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to you a little bit about how the future | |||
26 | |||
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gets invented I think some of the some | |||
27 | |||
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of the stories and ideas I think may may | |||
28 | |||
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help you now I'm not a professional | |||
29 | |||
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speaker I'm still a scientist as my | |||
30 | |||
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introducer said my title is a fellow we | |||
31 | |||
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decided at Apple that the mass noun for | |||
32 | |||
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know there's a pride of lions we decided | |||
33 | |||
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that the mass now and for fellows should | |||
34 | |||
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be jolly | |||
35 | |||
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so we have a jolly of fellows at at | |||
36 | |||
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Apple we have three of them now twenty | |||
37 | |||
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years ago at Xerox PARC we invented six | |||
38 | |||
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things and I would not be here talking | |||
39 | |||
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to you if Xerox had accepted any one of | |||
40 | |||
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these it was in fact what happened after | |||
41 | |||
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we invented these six things that I got | |||
42 | |||
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interested in talking to people outside | |||
43 | |||
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of the computer field the six things | |||
44 | |||
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were the first thing like a workstation | |||
45 | |||
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or a modern PC really the first thing | |||
46 | |||
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like a Macintosh originally started | |||
47 | |||
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working in 1973 the first overlapping | |||
48 | |||
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window user interface first modern OOP | |||
49 | |||
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system first laser printer and the | |||
50 | |||
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ethernet and then the the sixth thing I | |||
51 | |||
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didn't have a really good picture | |||
52 | |||
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because I just show another Alto there | |||
53 | |||
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which was what we call client-server | |||
54 | |||
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computing now in today's terms it's | |||
55 | |||
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actually pierre-pierre computing because | |||
56 | |||
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clients see terms get corrupted I made | |||
57 | |||
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up the terms personal computer and I | |||
58 | |||
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made up the term object-oriented and | |||
59 | |||
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both of those have gotten corrupted into | |||
60 | |||
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an almost meaningless terms | |||
61 | |||
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client-server has gotten corrupted it's | |||
62 | |||
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the new way of saying terminal mainframe | |||
63 | |||
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I can assure you that was not what we | |||
64 | |||
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had in mind any more than we thought | |||
65 | |||
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that C++ would be called an | |||
66 | |||
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object-oriented language or that the IBM | |||
67 | |||
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PC would be called a personal computer I | |||
68 | |||
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was more meanings originally or that | |||
69 | |||
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windows 3.0 would be called a user | |||
70 | |||
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interface as far as that goes but that's | |||
71 | |||
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the way it goes now what happened is | |||
72 | |||
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that around 1975 76 we had about 700 of | |||
73 | |||
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these machines both at Palo Alto and in | |||
74 | |||
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Rochester and we had I guess eight or | |||
75 | |||
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nine Ethernet linked together and then | |||
76 | |||
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linked by long lines from Rochester to | |||
77 | |||
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Palo Alto and you could actually sit | |||
78 | |||
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down and do something in Rochester that | |||
79 | |||
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is very hard to do today you could go to | |||
80 | |||
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Rochester and sit down at an alto and | |||
81 | |||
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work as though that was your alto so | |||
82 | |||
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this was a what you what today is called | |||
83 | |||
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a natural network virtual address space | |||
84 | |||
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the computations actually were able to | |||
85 | |||
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float around the network they were not | |||
86 | |||
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bound to specific machines and what | |||
87 | |||
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happened was in August 1976 Xerox turned | |||
88 | |||
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down all of this technology even though | |||
89 | |||
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there were hundreds of machines working | |||
90 | |||
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software the first desktop publishing | |||
91 | |||
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system Microsoft Word which was | |||
92 | |||
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originally called Bravo was done at Parc | |||
93 | |||
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it was the word processing system that | |||
94 | |||
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we used all of this stuff they turned it | |||
95 | |||
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down of course that was a great shock | |||
96 | |||
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but what did we know we kept on plugging | |||
97 | |||
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away at at what we're doing in 1978 I | |||
98 | |||
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met several of the executives who had | |||
99 | |||
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made that decision and was really | |||
100 | |||
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surprised to discover that they were | |||
101 | |||
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actually somewhat intelligent even even | |||
102 | |||
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for Xerox executives and then that was | |||
103 | |||
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when I started worrying because you see | |||
104 | |||
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when they turned it down we just thought | |||
105 | |||
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well they're stupid they're dumb what do | |||
106 | |||
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they know | |||
107 | |||
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you know this is hopeless but when I | |||
108 | |||
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found out they were intelligent and they | |||
109 | |||
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still turned it down I realized that | |||
110 | |||
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something much more serious was going on | |||
111 | |||
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and one way of saying it as they were | |||
112 | |||
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still doing Ptolemaic astronomy in | |||
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Connecticut and we had started doing | |||
114 | |||
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Copernican astronomy out in California | |||
115 | |||
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when you get one of those where you get | |||
116 | |||
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a complete miss between two ways of | |||
117 | |||
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looking at the world you have something | |||
118 | |||
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really serious because there aren't even | |||
119 | |||
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grounds for conversation and what's | |||
120 | |||
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worse the same words get used over again | |||
121 | |||
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but in different ways in astronomy the | |||
122 | |||
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word orbit comes from one of the initial | |||
123 | |||
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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 | |||
128 | |||
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to mean planar orbits got reused by | |||
129 | |||
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Copernicus to me and a heliocentric | |||
130 | |||
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system got really used by Newton and | |||
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Kepler and got reused by Einstein same | |||
132 | |||
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word we use today the way people have | |||
133 | |||
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trouble with science science | |||
134 | |||
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unfortunately decided to reuse the word | |||
135 | |||
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theory and people when they hear about | |||
136 | |||
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the theory of relativity they say oh | |||
137 | |||
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that's just a theory or the theory of | |||
138 | |||
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evolution that's just a theory theory | |||
139 | |||
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and science means something completely | |||
140 | |||
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different we separate out the two words | |||
141 | |||
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theory and conjecture it's a theory and | |||
142 | |||
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science is something that has been set | |||
143 | |||
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up in such a way and beaten on for years | |||
144 | |||
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so it is a ball stirred set of arguments | |||
145 | |||
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why don't we call it the truth the | |||
146 | |||
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reason is is that science doesn't | |||
147 | |||
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believe that you can find truth it's a | |||
148 | |||
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cliche and a myth does science believes | |||
149 | |||
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that what you can find are better and | |||
150 | |||
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better mappings of the world so that's | |||
151 | |||
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what I'm going to talk to you today | |||
152 | |||
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about are because the way you get into | |||
153 | |||
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the future is by realizing that the way | |||
154 | |||
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we look at the world in any given time | |||
155 | |||
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is always through our own mappings and | |||
156 | |||
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we can come up with different mappings | |||
157 | |||
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and when we come up with different | |||
158 | |||
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mappings we can look at the world in a | |||
159 | |||
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different way now | |||
160 | |||
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the big problem with predicting the | |||
161 | |||
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future is in large part because of the | |||
162 | |||
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funny ways that human like to think so | |||
163 | |||
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here are three ways of getting from A to | |||
164 | |||
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B the first one is random walk you start | |||
165 | |||
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off from place a there on the left and | |||
166 | |||
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at every corner you take a random | |||
167 | |||
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turning and eventually you can prove | |||
168 | |||
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that you will get to B I always think of | |||
169 | |||
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that as a perfect example of hire | |||
170 | |||
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management's main way of doing things | |||
171 | |||
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now lower in the organization you have a | |||
172 | |||
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more rational way of looking at it which | |||
173 | |||
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is reduce the differences this is what | |||
174 | |||
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they teach in business school and in | |||
175 | |||
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most elementary and high schools and | |||
176 | |||
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colleges is problem-solving | |||
177 | |||
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problem-solving the way you solve a | |||
178 | |||
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problem here is that at each step of the | |||
179 | |||
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way you see if you can get closer to the | |||
180 | |||
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gold state and then when you have | |||
181 | |||
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reduced that difference to zero you've | |||
182 | |||
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achieved the goal now it turns out that | |||
183 | |||
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both of these ways of doing things are | |||
184 | |||
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completely have been obsolete for many | |||
185 | |||
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many years the way really good things | |||
186 | |||
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are done is at the bottom there and what | |||
187 | |||
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you do is instead of going from A to B | |||
188 | |||
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randomly or by reducing differences what | |||
189 | |||
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you do is you go away from B for a while | |||
190 | |||
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and find us find a superhighway because | |||
191 | |||
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you can go away from B for a while and | |||
192 | |||
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you find a superhighway you can get very | |||
193 | |||
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very close to B be very very rapidly | |||
194 | |||
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then get off find B now this is very | |||
195 | |||
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hard for people to do companies have the | |||
196 | |||
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hardest time going away from their short | |||
197 | |||
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term goals in order to build structures | |||
198 | |||
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that will allow them to deal with many | |||
199 | |||
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many goals in the future rather than | |||
200 | |||
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just the ones that they're working with | |||
201 | |||
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now you could think of this third way of | |||
202 | |||
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looking at things as a architecture if | |||
203 | |||
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you want you could think of it as a | |||
204 | |||
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paradigm that's going away from the goal | |||
205 | |||
00:10:05,700 --> 00:10:11,110 | |||
sometimes called research | |||
206 | |||
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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] | |||
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]