Toward a science of simplicity George Whitesides

most of the talks that you’ve heard in

the last several fabulous days have been

from people who have the characteristic

that they have thought about something

they are experts they know what’s going

on all of you know about the topic that

I’m supposed to talk about that is you

know what simplicity is you know what

complexity is the trouble is I don’t and

what I’m going to do is share with you

my ignorance from the subject I want you

to read this because we’re going to come

back to it in a moment the quote is from

the fabled Potter steward opinion on

pornography and let me just read it the

important details here shorthand

description hardcore pornography and

perhaps I could never succeed in

intelligibly to finding it but I know it

when I see it I’m going to come back to

that in a moment so what is simplicity

it’s good to start with some examples a

coffee cup we don’t think about coffee

cups but it’s much more interesting than

one might think a coffee cup is a device

yes which has a container yes and a

handle yes the handle enables you to

hold it when the container is filled

with hot liquid yeah why is that

important well it enables you to drink

coffee but also by the way the coffee is

hot the liquid is sterile you’re not

likely to get card that way so the

coffee cup or the cup with a handle is

one of the tools used by society to

maintain Public Health scissors or your

clothes

glasses enable you to see things and

keep you from being eaten by cheetahs or

run down by automobiles and books are

after all your education but there’s

another class of simple things which are

also very important simple and function

but not at all simple in how they’re

constructed and the two here are just

examples one is the cell phone which we

use every day and it

rests on a complexity which has some

characteristics very different from

those that my friend benoit mandelbrot

discussed but are very interesting and

the other of course is a birth control

pill which in a very simple way

fundamentally changed the structure of

society by changing the role of women in

it by providing to them the opportunity

to make reproductive choices so there

are two ways of thinking about this word

I think

and here I’ve corrupted the Potter

steward quotation by saying that we can

think about something which spans all

the way from scissors to the cell phone

internet and birth control pills by

saying that they’re simple the functions

are simple and we recognize what that

simplicity is when we see it or there

may be another way of doing it which is

to think about the problem in terms of

what if you associate with moral

philosophers is called the teapot

problem the teapot problem I’ll pose

this way

suppose you see a teapot and the teapot

is filled with hot water and you can

then ask the question why is the water

hot and that’s a simple question it’s

like what is simplicity one answer would

be because the kinetic energy of the

water molecules is high and they bounce

against things rapidly that’s the kind

of physical science argument a second

argument would be because he was sitting

on a stove with the flame on that’s a

historical argument a third is that I

wanted a hot water for tea that’s an

intentional argument and since this is

coming from a moral philosopher the

fourth would be that it’s part of God’s

plan for the universe all of these are

possibilities the point is that you get

into trouble when you ask a single

question with a single box for an answer

in which that single question actually

is many questions with quite different

meanings but with the same words asking

what is simplicity I think falls in that

category

what is the state of science and

interestingly complexity is very highly

evolved we have a lot of interesting

information about what complexity is

simplicity for reasons that are a little

bit obscure is almost not pursued at

least in academic world we academics I

am an academic

we love complexity you can write papers

about complexity and the nice thing

about complexity is it’s fundamentally

intractable in many ways so you’re not

responsible for outcomes simplicity all

of you really would like you’re wearing

blender in the morning to make whatever

a Waring blender does but not explode or

play Beethoven you’re not interested in

the the limits of these things so what

one is interested in has a lot to do

with the rewards of the system and

there’s a lot of rewards in thinking

about complexity and emergence not so

much in thinking about simplicity one of

the things I want to do is to help you

with a very important task which you may

not know that you have very often which

is to understand how to sit next to a

physicist at a dinner party and have a

conversation and the words that I would

like you to focus on are complexity and

emergence because these will label you

to start the conversation then daydream

without other things all right what is

complexity in this view of things and

what is emergence we have actually a

pretty good working definition of

complexity it is a system like traffic

which has components the components

interact with one another these are cars

and drivers they dissipate energy it

turns out that whenever you have that

system weird stuff happens and you in

Los Angeles probably know this better

than anyone here’s another example which

I put up because it’s an example of

really important current science you

can’t possibly read that it’s not

intended that you read it but that’s a

tiny part of the chemical reactions

going on in each of your cells at any

given moment and this like the traffic

that you see the amazing thing about the

cell is that that actually

maintain a fairly stable working

relationship with other cells but we

don’t know why anyone who tells you that

we understand life walk away and let me

reduce this to the simplest level we’ve

heard from Bill Gates recently all of us

to some extent study this thing called a

Bill Gates terrific you learn everything

you can about that and then there’s

another kind of thing that you might

study and you study that hard that’s

bono this is bono but then if you know

everything you can know about those two

things and you put them together what

can you say about this combination the

answer is not a lot and that’s of

complexity you know imagine building

that up to a city or to a society and

you’ve got obviously an interesting

problem all right now so let me give you

an example of simplicity of a particular

kind and then I want to introduce a word

that I think is very useful which is

stacking and I’m going to use stacking

for a kind of simplicity that has the

characteristic that it is so simple and

so reliable that I can build things with

it I’m going to use simple to mean

reliable predictable repeatable and I’m

going to use this an example the

internet because it’s a particularly

good example of stacked simplicity we

call it a complex system which it is but

it’s also something else the internet

starts with mathematics it starts with

binary and if you look at the list of

things on the bottom we are familiar

with the Arabic numbers one to ten and

so on in binary one is zero zero zero

one seven is zero one one one the

question is why is binary simpler than

Arabic and the answer is simply that if

I hold up three fingers you can count

that easily but if I hold up this circle

hard it’d say that I just did seven the

virtue of binary is that it’s the

simplest possible way of representing

numbers anything else is more

complicated

you can catch errors with it it’s

unambiguous and it’s reading there are

lots of good things that by

right so it is very very simple once you

learn how to read it now if you’d like

to represent this 0 and 1 of binary you

needed device and think of things in

your life that are binary one of them is

light switches they can be on and off

that’s binary now wall switches we all

know fail but our friends who are

condensed matter physicists managed to

come up some 50 years ago with a very

nice device shown under that bell jar

which is a transistor a transistor is

nothing more than a wall switch it turns

things on and off but it does so without

moving parts and it doesn’t fail

basically for a very long period of time

so the second layer of simplicity was

the transistor in the internet so since

the transistor is so simple you can put

lots of them together and you put lots

of them together and you come up with

something called integrated circuits and

a current integrated circuit might have

in each one of these chips something

like a billion transistors all of which

have to work perfectly every time so

that’s the next layer of simplicity and

in fact integrated circuits are really

simple in the sense that they in general

work really well with integrated

circuits you can build cell phones you

all are accustomed to having your cell

phones work the large majority of the

time in Boston Boston is a little bit

like Namibia in its cell phone coverage

so that we’re not accustomed to that all

the time but some of the time but in

fact if you have cell phones you can now

go to this nice lady who’s somewhere

like Nvidia and who is extremely happy

with the fact that although she does not

have master’s degree in electrical

engineering from MIT she’s nonetheless

able to hack her cell phone to get power

in some funny way and from that comes

the internet this is a map of bit flows

across the continent those two blobs

that are light in the middle there are

the United States and Europe and then

back to simplicity again so here we have

what I think is one of the great ideas

which is Google which in this simple

portal makes the claim that it

accessible all of the world’s

information but the point is that that

extraordinary simple idea rests on

layers of simplicity each compounded

into a complexity that is itself simple

in the sense that it’s completely

reliable all right let me then finish

off with four general statements and

example and two aphorisms the

characteristics which I think are useful

to think about for simple things first

they are predictable their behavior is

predictable now one of the nice

characteristics of simple things is you

know what it’s going to do in general so

simplicity and predictability or

characteristics of simple things the

second is and this is a real-world

statement they’re cheap if you have

things that are cheap enough people will

find uses for them even if they seem

very primitive so for example stones you

can build cathedrals out of stones you

just have to know what it does you carve

them in blocks and you pile them on top

of one another and they support weight

so there has to be function the function

has to be predictable and the cost has

to be low what that means is that you

have to have a high performance or value

for cost and then I would propose as

this last component that they serve or

they have potential to serve as building

blocks that is you can stack them and

stack you can mean this way or it can

mean this way or it can mean in some

arbitrary n dimensional space but if you

have something that has a function and

it’s really cheap

people will find new ways of putting it

together to make new things cheap

functional reliable things unleash the

creativity of people who then build

stuff that you could not imagine there

is no way of predicting the Internet

based on the first transistor it just is

not possible so these are the components

now the example is something that there

to give you from the work that we

ourselves do we are very interested in

delivering health care the developing

world and one of the things that we wish

to do in this particular business is to

find a way of doing medical diagnosis at

as close to zero cost as we can manage

so how does one do that this is a world

in which there’s no electricity there’s

no money there’s no medical competence

and I don’t want to spend your time and

going through the details but in the

lower right hand corner you see an

example of the kind of thing that we

have it’s a little paper chip it has a

few things printed on it using the same

technology that you use for making comic

books which was the inspiration for this

particular idea and you put a drop in

this case if urine at the bottom it

wicks its way up into these little

branches you know no power inquired it

turns colors in this particular case

you’re reading kidney function and since

the healthcare worker of much of this

part of the world is an eighteen year

old with an ak-47 who happens to be out

of work and is willing to go around and

do this sort of thing he can take a

picture of it with his cell phone send

the picture back to where there is a

doctor and the doctor can look at it so

what you’ve done is to take a technology

which is available everywhere make a

device which is extremely cheap and make

it in such a fashion that it is very

very reliable if we can pull this off we

can build more function it will be

stackable that is to say if we can make

the basic technology of one or two

things work it will be applicable to a

very very large variety of human

conditions and hence extendable in both

vertical and horizontal directions part

of my interest in this I have to say is

that I would like to how do I put this

politely change the way or maybe

eviscerate the capital structure of the

US healthcare system which I think is

fundamentally broken so let me close

let me close with my two aphorisms one

of the minutes for mr. Einstein and he

says everything should be made as simple

as possible but not simpler and I think

that’s a very good way of thinking about

the problem if you take too much out of

something that’s simple you lose

function you have to have low cost but

you also have to have a function so you

can’t make it too simple and the second

is a design issue and it’s not directly

relevant but it’s a nice statement this

is by sending super ray and he says you

know you’ve achieved perfection and

design not when you have nothing more to

add but when you have nothing more to

take away and that certainly is going to

the right direction so what I think one

can begin to do with this kind of cut at

the words publicity which doesn’t cover

brand koozie it doesn’t answer the

question of why Maruyama

is better or worse or simpler or less

simpler than menthol and certainly

doesn’t address the question to whether

Mozart is simpler than Paco

but it does make a point which is one

which in a sense differentiates the real

world of people who make things and the

world of people who think about things

which is there is an intellectual merit

to asking how do we make things as

simple as we can as cheap as we can as

functional as we can and as freely

interconnect able as we can if we make

that kind of simplicity in our

technology and then give it to you guys

you can go off and do all kinds of

fabulous things with it thank you very

much

good question

so can you picture that a science of

simplicity might get to the point where

you could look out at various systems

say a financial system or a legal system

health system and say that has got to

the point of danger or dysfunctionality

for the following reasons and this is

how we might simplify it yes I think you

could but if you look at the components

from which the system is made and

examined their fragility or their

stability you can probably build the

kind of risk assessment based on that

basis have you started to do that I mean

with the health system you’ve got a set

of radical solution on the cost side but

in terms of the system itself well you

know how do I put that simply know that

that was that was a simple powerful

answer yes um so in terms of that that

diagnostic technology that you’ve got

where is that and when do you see that

may be getting rolled out to scale

that’s coming out soon I mean the

system’s working we have to find out how

to manufacture them and do things in

this kind but the basic technology works

you’ve got you’ve got a company set up

to a foundation a foundation

not-for-profit all right well thank you

so much thanks for your talk thank you

what does a machine know about itself

can it know when it needs to be repaired

and when it doesn’t in industries like

manufacturing and energy they’re using

predictive analytics to detect signs of

trouble helping some companies save

millions on maintenance because machines

seek help before they’re broken and

don’t when they’re not that’s what I’m

working on I’m an IBM er let’s build a

smarter planet

在过去的几天里,你听到的大多数谈话

都是

来自那些有特点的人

,他们已经思考过一些事情,

他们是专家,他们知道正在发生

的事情,你们都知道我应该知道的话题

谈论那是你

知道什么是简单你知道什么

是复杂性我不

知道我要做的是与你分享

我对这个主题的无知我希望

你阅读这个因为我们要

稍后回到它,引述

来自传说中的波特管家对

色情的看法,让我在

这里阅读重要细节速记

描述铁杆色情,

也许我永远无法

成功地找到它,但当我看到它

时我就知道了 稍后我会回到

这个问题所以什么是简单性

从一些例子开始是很好的

咖啡杯我们不考虑

咖啡杯但它比

人们认为咖啡杯是一个开发者要有趣得多 冰

是 有一个容器 是和一个

把手 是 把手可以让你

在容器装满

热液体时握住它 无菌您不太

可能以这种方式获得卡片,因此

咖啡杯或带把手的杯子

是社会用来

维护公共卫生剪刀或

衣服

眼镜的工具之一,使您能够看到事物并

防止您被吃掉 猎豹

或被汽车和书籍撞倒

毕竟是你的教育,但还有

另一类简单的东西,它们

也很重要,简单和功能,

但它们的

构造方式一点也不简单,这里的两个只是

例子一个是细胞 我们

每天都在使用的手机,它

的复杂性

与我的朋友 benoit mandelbrot

讨论的那些特征非常不同,但非常有趣

,另一个当然是诞生 控制

药丸以一种非常简单的方式

从根本上改变了

社会结构,改变了女性在其中的角色,

为她们提供

了做出生育选择的机会,所以我认为

这个词有两种思考方式

,在这里我已经腐败了 波特

管家的名言说我们可以

考虑

从剪刀到手机

互联网和避孕药的所有东西,

说它们很简单,功能

很简单,

当我们看到它时,我们就会认识到这种简单是什么 或者

可能有另一种方法

来思考这个问题

,如果你与道德哲学家联系起来,这

就是所谓的茶壶

问题茶壶问题我会以

这种方式提出

假设你看到一个茶壶并且茶壶

被装满了 用热水,然后你可以

问这个问题为什么水是

热的,这是一个简单的问题,

就像什么是简单的一样,一个答案

是因为动能

水分子很高,它们

会迅速反弹,这是

一种物理科学论点,第二个

论点是因为他

坐在炉子上,上面有火焰,这是一个

历史论点,第三个是我

想要一杯热水来泡茶 一个

故意的论点,由于这是

来自一位道德哲学家,

第四个是它是上帝

对宇宙计划的一部分所有这些都是

可能性关键是

当你用一个盒子问一个问题时你会遇到麻烦

答案

,其中一个问题实际上

是许多具有完全不同

含义的问题,但用相同的词问

什么是简单性我认为属于该

类别

什么是科学状态,

有趣的是复杂性非常高度

进化我们有很多有趣的

信息关于 什么是复杂性是

简单性,因为

有点晦涩难懂的原因

至少在学术界我们几乎没有追求 s

我是一名学者,

我们喜欢复杂性,你可以写

关于复杂性的论文,而关于复杂性的好处

是它在许多方面从根本上是

难以处理的,所以你

不对结果负责

,你真的希望你

早上戴着搅拌机 做

任何 Waring 搅拌机做的事,但不会爆炸或

演奏贝多芬,你

对这些东西的限制不感兴趣,所以

一个人感兴趣的东西

与系统的奖励

有很大关系,思考中有很多奖励

关于复杂性和涌现

与其说是考虑简单性

我想做的一件事是帮助您

完成一项您可能不知道经常遇到的非常重要的任务,

就是了解如何坐在

物理学家旁边 一个晚宴和一次

谈话,我

希望你关注的词是复杂性和突发性,

因为这些会标记

你开始谈话,然后做白日梦,

没有其他的东西 ngs 好吧,

在这种事物的观点中什么是复杂性,

什么是出现我们实际上对复杂性有一个

很好的工作定义

它是一个像交通这样的系统

,它有组件,组件

相互交互这些是汽车

和司机,它们会消耗能量它

转动 每当你有这个系统时,就会

发生奇怪的事情,而你在

洛杉矶的人可能

比任何人都更了解这一点 这是我提出的另一个例子,

因为它是一个

非常重要的当前科学的例子,你

不可能读到它

不是你打算读的 但这只是

在任何给定时刻在你的每个细胞中发生的化学反应的一小部分

,就像

你看到的关于细胞的交通一样,细胞的惊人之处

在于它实际上

与其他细胞保持着相当稳定的工作关系,但我们

不知道为什么有人告诉你

我们理解生活会走开,让我

把它简化到我们

从比尔 G 那里听到的最简单的水平 最近吃我们所有人都

在某种程度上研究了这个叫做

比尔盖茨的东西太棒了你学到了所有

你能学到的东西然后还有

另一种你可能会

学习并且你会努力学习的东西

这是博诺这是博诺但是如果你什么

都知道 您可以了解这两

件事,然后将它们放在一起

您对这种组合有何看法?

答案并不多,而且很

复杂,您知道将其

构建到一个城市或一个社会,

您显然会得到一个有趣的

问题现在好了,所以让我给你

一个特定类型的简单性的例子

,然后我想介绍一个

我认为非常有用的词,它是

堆叠,我将使用堆叠

来表示一种简单性,它具有

特点是它是如此简单和

可靠,以至于

我可以用它来

构建东西

堆叠简单性的一个很好的例子,我们

称它为一个复杂的系统,但

它也是互联网

从数学开始它以二进制开始的其他东西

,如果你查看底部的事物列表,

我们

熟悉阿拉伯数字一到 十

等二进制一是零零零

一七是零一一

问题是为什么二进制比阿拉伯语更简单

,答案很简单,如果

我举起三个手指你可以

很容易地数数但是如果我举起这个

用力圈它会说我刚刚做了七个

二进制的优点是它

是表示数字的最简单的方法

其他任何更

复杂的东西

你可以用它来捕捉错误它是

明确的并且它正在阅读有

很多好的东西是

正确的 所以

一旦你现在学会了如何阅读它就

非常简单了 它们可以打开和关闭

,现在我们都知道墙壁开关

会失败,但我们的

凝聚态物理学家朋友

在大约 50 年前设法

在钟罩下展示了一个非常好的设备,

它是一个晶体管,晶体管

只不过是 与墙壁开关相比,它可以

打开和关闭东西,但它无需

移动部件就可以做到,而且它

基本上不会在很长一段时间内发生故障,

所以第二层简单的

是互联网上的晶体管,所以

因为晶体管是如此简单 你可以

把很多它们放在一起,然后你把

它们放在一起,然后你想出

一种叫做集成电路的东西

,当前的集成电路可能

在这些芯片中的每一个芯片中

都有十亿个晶体管,所有这些晶体管

每次都必须完美地工作 所以

这是简单的下一层

,事实上集成电路真的很

简单,因为它们通常

可以很好地与集成电路一起工作,

你可以构建单元 手机 你们

都习惯于让手机

在波士顿的大部分时间都在工作 波士顿

的手机覆盖范围有点像纳米比亚,

所以我们不是一直都习惯

,但有时会

事实上,如果你有手机,你现在可以

去找一位像英伟达这样的好女士

,她非常高兴

,尽管她没有

麻省理工学院的电气工程硕士学位,但她仍然

能够破解她的手机以获取电力

以某种有趣的方式,从

互联网而来,这是一张横跨整个大陆的比特流地图,

中间有两个发光的斑点,

美国和欧洲,然后

又回到简单的状态,所以这里我们有

我认为的 伟大的想法

之一是谷歌,它在这个简单的

门户中声称它

可以访问世界上所有的

信息,但关键是这个

非凡的简单想法依赖于

si 层 复杂性每一个都复合

成一个复杂性,它本身就是简单

的,因为它是完全

可靠的

他们的行为

现在是可预测的

,简单事物的一个很好的特征是你

知道它通常会做什么,所以

简单性和可预测性或

简单事物的特征

第二个是,这是一个现实世界的

陈述,如果你有,它们很便宜

足够便宜的东西,即使它们看起来很原始,人们也会

找到它们的用途,

例如石头,你

可以用石头建造大教堂,你

只需要知道它是做什么的,你把

它们雕刻成块,然后把它们堆

在一起 并且它们支撑重量,

因此必须具有功能功能

必须是可预测的并且成本

必须低这意味着您

可以 必须具有高性能或

成本价值,然后我建议作为

他们服务的最后一个组件,或者

它们有潜力充当构建

块,即您可以堆叠它们并

堆叠您可以是这种方式,也可以

是这种方式 或者它可能意味着在一些

任意的 n 维空间中,但是如果你

有一个具有功能的东西并且

它真的很便宜,

人们会找到新的方法将它

组合在一起,使新的东西变得便宜,

功能可靠的东西释放

人们的创造力,然后构建

东西 你无法想象

没有办法

基于第一个晶体管来预测互联网,这是

不可能的,所以这些是现在的组件,

这个例子是

从我们自己所做的工作中给你的,

我们非常有兴趣

提供 发展中

世界的医疗保健,我们希望

在这一特定业务中做的一件事是

找到一种方法,以

尽可能接近零的成本进行医疗诊断 可以管理,

所以如何做到这一点,这是

一个没有电,

没有钱,没有医疗能力的世界

,我不想花你的时间

和细节,但在

右下角你会看到一个

例子 我们拥有的那种东西

它是一个小纸片 它上面

印有一些东西

使用与制作漫画

书相同的技术 这是这个特殊想法的灵感来源

如果尿液 在底部,

它向上进入这些小

树枝,你知道没有力量询问它

在这种特殊情况下会变色,

你正在阅读肾功能,

因为世界上大部分地区的医疗保健工作者

都是 18

岁,患有 ak-47 正好没

工作 愿意四处走走

做这种事

他可以用手机

拍照 发回有

医生的地方 医生可以看 所以

你所做的是采用一种

随处可用的技术制造

一种非常便宜的设备,

并以一种

非常可靠的方式

制造出来 也就是说,如果我们能让

一两件事情的基本技术

发挥作用,它将适用于

各种各样的人类

条件,因此可以在

垂直和水平方向上进行扩展

,我对此的部分兴趣我不得不说的

是 我想我该如何

礼貌地改变方式,或者可能

剔除

我认为从根本上被破坏的美国医疗保健系统的资本结构,

所以让我结束,

让我用我的两句格言来结束,这是我

先生的会议纪要之一。 爱因斯坦和他

说一切都应该尽可能简单

,但不是更简单,我认为

这是一种很好的

思考问题的方式,如果你从

简单的东西中拿出太多东西,你就会失去

功能,你必须有低成本,但

你也 必须有一个功能,所以你

不能让它太简单,第二个

是设计问题,它不直接

相关,但这是一个很好的声明,这

是通过发送超级射线,他说你

知道你已经实现了完美,而

不是设计 当你没有更多可

添加但当你没有更多可

带走时,这肯定会

朝着正确的方向发展,所以我认为人们

可以开始用

这种不包括

品牌 koozie 的宣传词来做这种削减 它没有

回答为什么 Maruyama

比薄荷醇更好或更差或更简单或更

简单

的问题,当然也没有解决

莫扎特是否比 Paco 更简单的问题,

但它确实提出了一个观点,

即 某种意义上区分了

制造事物的人的现实世界和

思考事物的人的世界

这是一个智力价值

,问我们如何使事情尽可能

简单,尽可能便宜,尽可能

实用,

如果我们

在我们的技术中实现这种简单性

,然后将其提供给你们,

那么我们

就可以尽可能自由地互连 为了

简单起见,

您可能会看到各种系统,

例如金融系统或法律系统

卫生系统,并说由于以下原因已经到

了危险或功能失调的地步

,这

就是我们可以简化它的方式是的 我认为您

可以,但是如果您查看

制造系统的组件并

检查它们的脆弱性或

稳定性,您可能可以

在此基础上建立那种风险评估,您

有 你开始这样做

了 是的,所以就

你所拥有的诊断技术而言,它在

哪里,你什么时候看到它

可能会大规模

推广,很快就会出现我的意思是

系统正在工作,我们必须找出

如何制造它们和 做这样的事情,

但基本技术工作

你已经拥有了一家公司成立

了一个基金会,一个

非营利性的基金会,很好

,非常感谢你的演讲,谢谢你

机器知道什么 关于

它自己,它能否知道何时需要维修

,何时不需要维修 在

制造业和能源等行业,他们使用

预测分析来检测故障迹象,

帮助一些公司节省

数百万美元的维护费用,因为机器

在它们出现之前就寻求帮助

当他们不是时,我就在做这

就是我正在做的事情