Our buggy moral code Dan Ariely

[Music]

I want to talk to you today a little bit

about the predictable irrationality and

my interest in irrational behavior is

started many years ago in hospital and I

was burned very badly and if you spend a

lot of time in hospital you’ll see a lot

of types of irrationalities and the one

that particularly bothered me in the

burned apartment was the process by

which the nurses took the bandage off me

now you must have all taken a band-aid

off at some point and you must have

wondered what’s the right approach do

you rip it off quickly short duration

but high intensity or do you take your

bandage off slowly you take a long time

but each second is not as painful which

one of those is the right approach the

nurses in my department thought that the

right approach was the ripping one so

they would grab hold and they would rip

and they would grab hold and they would

rip because I had 70% of my body burned

it would take about an hour and as you

can imagine I hated that moment of

ripping with incredible intensity and I

would try to reason with them and say

why don’t we try something else why

don’t we take it a little longer maybe

two hours instead of an hour and have

less of this intensity and the nurse

just told me two things and they told me

that they had the right model of the

patient that they knew what was the

right thing to do to minimize my pain

and they also told me that the word

patient doesn’t mean to make suggestions

or interfere or this is not just in

Hebrew by the ways in every language

I’ve had experience with so far and you

know there’s not much there wasn’t much

I could do and they kept on doing what

what they were doing and about three

years later when I left the hospital I

started studying at the University and

once the most interesting lessons I

learned lessons it was that there is an

experimental method that if you have a

question you cannot get create a replica

of this question in some abstract way

and you can try to examine this question

maybe learn something about the world so

that’s what I

I was still interested this question of

how do you take bandages of burn patient

so originally I didn’t have much money

so I went to a hardware store and I

bought a carpenter’s vise and I would

bring people to the lab and I would put

their finger in it and I would crunch it

a little bit and I would crunch it for

long periods and short periods that

painted went up and when it went down

and with breaks and without breaks all

kinds of versions of pain and when I

finished hurting people a little bit I

would ask them so how painful was this

oh how painful was this so if you had to

choose between the last two which one

would you choose I kept on doing this

for a while and then like all good

academic projects I got more funding I

moved to sounds electrical shocks

I even had a pain suit that I could get

people to feel much more pain but at the

end of this process what I learned was

that the nurses were wrong here were

wonderful people with good intentions

and plenty of experience and

nevertheless they were getting things

wrong predictably all the time it turns

out that because we don’t encode

duration in the way that we encode

intensity I would have had less pain if

the duration would have been longer and

the intensity was lower it turns out it

would have been better to start with my

face which was much more painful and

moved toward my legs giving me a trend

of improvement over time that would have

been also less painful it also turns out

would have been good to give me breaks

in the middle to kind of recuperate from

the pain all of these would have been

great things to do and my nurses had no

idea and from that point on I started

thinking are the nurses the only people

in the world who get things wrong in

this particular decision or is it more

general case and it turns out it’s a

more general case there’s a lot of

mistakes we do and I want to give you

one example of one of these

irrationalities and I want to talk to

you about cheating and the reason I

picked cheating is because it’s

interesting but also it tells us

something I think about the stock market

situation we’re in so my interest in

cheating started when Enron came on the

scene exploded all of a sudden

started thinking about what is happening

here is it the case that there is got a

few apples who are capable of doing

these things or are we talking about

endemic situation that many people are

actually capable of behaving this way so

like we usually do I decide to do a

simple experiment and here’s how it went

if you were in the experiment I would

pass you a sheet of paper with twenty

simple math problems that everybody

could solve but I wouldn’t give you

enough time when the five minutes were

over I would say pass me the sheets of

paper and I’ll pay you $1 per question

people did this I would pay people four

dollars for their task on average people

would solve four problems other people I

would tempt to cheat I would pass the

sheet of paper when the five minutes are

over I would say please shred the piece

of paper put the little pieces in your

pocket or in your backpack and tell me

how many questions you got correctly

people now solve seven questions on

average now it wasn’t as if there’s a

few bad apples a few people who did a

lot instead what we saw is a lot of

people who cheat a little bit now in the

economic theory cheating is a very

simple cost-benefit analysis you say

what’s the probability of being caught

how much do I stand to gain from

cheating and how much punishment would I

get if I get caught and you weigh these

options are to do the simple

cost-benefit analysis then you decide

whether it’s worthwhile to commit the

crime or not so we try to test this for

some people we varied how much money

they could get away with how much money

they could steal we paid them ten cents

per correct question 50 Cent’s $1 $5 $10

per correct question you would expect it

as the amount of money on the on the

table increases people would cheat more

but in fact it wasn’t the case we got a

lot of people cheating by still by a

little bit what about the probability of

being caught some people shredded half

the sheet of paper so there was some

evidence left some people shredded the

whole sheet of paper

some people shredded everything went out

of the room and paid themselves on the

ball of money that had over a hundred

dollars you would expect it as the

probability of being caught goes down

people would cheat more but again this

was not the case again a lot of people

cheated by just by a little bit and they

were uncensored to these economic

consent

so we said if people are not sensitive

to the economic rationale theory

explanations to these forces what could

be going on and we thought maybe what is

happening is that there are two forces

at one hand we all want to look at

yourself in the mirror and feel good

about ourselves so we don’t want to

cheat and the other hand we could cheat

a little bit and still feel good about

ourselves so maybe what is happening is

that there’s a level of cheating we

can’t go over but we can still benefit

from cheating at a low degree as long as

it doesn’t change our impressions about

ourselves we call this like a personal

fudge factor now how would you test a

personal fudge factor initially we said

what can we do to shrink the fudge

factor so we got people to the lab and

we said we have two tasks for you today

first we asked half the people to recall

other ten books to read in high school

or to recall the Ten Commandments and

then we tempted them with cheating turns

out the people who try to recall the Ten

Commandments and in our sample nobody

could recall the Ten Commandment but

those people who tried to recall the Ten

Commandments given the opportunity to

cheat did not cheat at all it wasn’t

that the more religious people the

people who remembered more of the

commandment cheated less and the less

religious people the people who could

remember almost any commandment you did

more the moment people thought about

trying to recall the Ten Commandments

they stopped cheating in fact even when

we give self-declared atheists the task

of swearing on the Bible and we give

them a chance to cheat they don’t cheat

at all now Ten Commandments is something

that is hard to bring into the education

system so we said why don’t we get

people to sign the honor code so we got

people to sign I understand that this

short survey falls under the MIT honor

code then this shredded it no cheating

whatsoever and this is particularly

interesting because MIT doesn’t have an

honor code

so all this was about decreasing the

fudge factor what about increasing the

fudge factor the first experiment I

walked around MIT and I distributed six

packs of cokes in their refrigerators

these were common refrigerators for the

undergrads and I came back to measure

what we technically called the half

lifetime of coke how long does it last

in the refrigerators and you can expect

it doesn’t last very long people take it

in contrast I took a plate with six $1

bills and I left those plates in the

same refrigerators no bill was ever

disappeared now this is not a good

social science experiment so to do it

better I did the same experiment as I

described to you before a third of the

people we pass the sheet they gave it

back to us a third of the people we

passed it they shredded it they came to

us and said mr. experimenter I solved X

problems give me X dollars a third of

the people when they finish reading the

piece of paper they came to us and said

mr. experimenter I solved X problems

give me X tokens we did not pay them

with dollars we pay them with something

else and then they took this something

else they walked 12 feet to the side and

exchanged it for dollars think about the

following intuition how bad would you

feel about taking a pencil from work

home compared to how bad would you feel

about taking ten cents from a petty cash

box these things feel very differently

with being a step removed from cash for

a few seconds by being paid by token

make a difference our subjects double

their cheating

I’ll tell you what I think about this in

stock market in a minute but this did

not solve the big problem I had with

anyone yet because in any one is also a

social element people see each other

behaving in fact every day when we open

the news we see examples of people

cheating what does this causes us so we

did another experiment we got the big

group of students to be in the

experiment and we prepaid them so

everybody got an envelope with all the

money for the experiment and we told

them at the end we asked them to pay us

back the money they didn’t make okay the

same thing happens when we give people

the opportunity to cheat they cheat that

you just buy a little bit all the same

but in this experiment we also higher

than acting’s to

this acting student stood up after 30

seconds and said I solved everything

what do I do now and the experimenter

said if you finished everything go home

that’s it the task is finished so now we

had a student an acting student that was

a part of the group nobody knew there

was though it was an actor and they

clearly cheated in a very very serious

way what would happen to the other

people in the group will they cheat more

or will they cheat less here is what

happens it turns out it depends on what

kind of sweatshirts they are wearing

here is the thing we ran this at a

Carnegie Mellon in Pittsburgh and the

Carnegie at Pittsburgh that two big

universities Carnegie Mellon University

of Pittsburgh all of the subjects

sitting in the experiment were Carnegie

Mellon students when the actor was

getting up was the Carnegie Mellon

student pretty it was actually a con

email student but he was a part of their

group cheating went up but when he

actually had the University of

Pittsburgh sweatshirt cheating went down

now this is important because remember

when the moment the student stood up it

made it clear to everybody that they

could get away with cheating because the

experimenter said you finished

everything go home and they worked with

the money so it wasn’t so much about the

probability of being caught again it was

about the norms for cheating somebody

from our in-group cheats and we see them

cheating we feel it’s more appropriate

as a group to behave this way but if

it’s somebody from another group these

terrible people I mean not terrible in

this but somebody we don’t want to

associate ourselves with from another

university another group office and

people awareness of honesty goes up a

little bit like the Ten Commandment

experiment and people cheat even even

less so what what have we learned from

this about cheating we’ve learned that a

lot of people can cheat they cheat just

by a little bit when we remind people

about the morality they cheat less when

we get bigger distance from cheating

from the object of money for example

people cheat more and when

we see things of cheating around us

particularly if it’s a part of our

in-group cheating goes up now if we

think about this in terms of the stock

market think about what happens what

happens in a situation when you create

something where you pay people a lot of

money to see reality in a slightly

distorted way would they not be able to

see it this way of course they would

what happens when you do other things

like you remove things from money

you call them stock or stock option

derivatives mortgage-backed securities

could it be that with those more distant

things it’s not a token for one second

it’s something that these many steps

removes for money for much longer time

could it be but people would cheat even

more and what happened to the social

environment when people see other people

behave around them I think all of those

forces worked in a very bad way in the

stock market

more generally I want to tell you

something about behavioral economics we

have many intuitions in our life and the

point is that many of these intuitions

are wrong the question is are we going

to test those intuitions we can think

about how we’re going to test this

intuition in our private life in our

business life and most particularly when

it goes to policy when we think about

things like No Child Left Behind when

you create new stock markets when you

create other policies taxation health

care and so on and the difficulty of

testing on intuition was was the big

lesson I learned when I went back to the

nurses to talk to them so I went back to

talk to them and tell them what I found

out about removing bandages and I

learned two interesting things one was

that my favorite nurse Ettie told me

that I did not take her pain into

consideration she said of course you

know it was very painful for you but

think about me as a nurse taking

removing the bandages of somebody I

liked and had to do it repeatedly over a

long period of time creating so much

torture was not something that was good

for me - and she said maybe part of the

reason what it was it was difficult for

her which was actually more interesting

than that because she said I did not

think that your intuition was right I

thought my intuition was correct so if

you think about all of your intuitions

think about it’s very hard to believe

that your intuition is wrong

she said given the fact that I thought

my intuition was right she thought her

intuition was right it was very

difficult for her to accept doing a

difficult experiment to try and check

whether she was wrong but the fact this

is the situation we’re all brawling all

the time we have very strong intuitions

about all kinds of things our own

ability how the economy work how we

should pay schoolteachers but unless we

start testing those intuitions we’re not

going to do better and just think about

how better my life would have been if

these nurses would have been willing to

check their intuition and how everything

would have been better we would just

start doing more systematic

experimentation of our intuitions thank

you very much

[Applause]

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

[音乐]

今天我想和你

谈谈可预测的非理性,

我对非理性行为的兴趣是

多年前在医院开始的

很多类型的非理性,

在被烧毁的公寓里让我特别烦恼的

是护士从我身上取下

绷带的过程 正确的方法

你是快速撕掉它 持续时间短

但强度高 还是你

慢慢撕下绷带 你需要很长时间

但每一秒都不那么痛苦 哪

一种是正确的方法

我部门的护士认为

正确 方法是撕开,所以

他们会抓住

,他们会抓住,他们会抓住,他们会

撕开,因为我有 70% 的身体被烧毁

,这需要大约一个小时,你

可以想象我讨厌这样

以令人难以置信的强度撕裂的那一刻,我

会尝试与他们推理并说

我们为什么不尝试其他东西为什么

我们不花更长的时间也许

两个小时而不是一个小时,并且

减少这种强度和护士

只告诉我两件事,他们告诉

我他们有正确的

患者模型,他们知道

如何做才能最大程度地减少我的痛苦

,他们还告诉我,患者这个词

并不意味着提出建议

或干涉 或者这不仅仅是

希伯来语,到目前为止我所经历过的每种语言的方式

,你

知道没有多少

我无能为力,他们继续

做他们正在做的事情,大约

三年后 当我离开医院时,我

开始在大学学习,有

一次我学到的最有趣的

课程是有一种

实验方法,如果你有一个

问题,你无法

以某种抽象的方式创建这个问题

的复制品 你可以试着研究一下这个问题,

也许可以了解一些关于这个世界的东西,所以

这就是我

仍然感兴趣的这个问题,

你如何为烧伤病人做绷带,

所以最初我没有多少钱,

所以我去了一家五金店,我

买了 一个木工的虎钳,我

会把人们带到实验室,我会把

他们的手指放进去,我会

稍微咬一下,我会

长时间和短时间地咬它,

油漆会上升,当它

下降时会断裂 并且没有中断

各种版本的痛苦当我

完成一点点伤害别人时我

会问他们这有多痛苦

哦这有多痛苦所以如果你必须

在最后两个之间

选择你会选择哪一个我继续 这样做

了一段时间,然后像所有优秀的

学术项目一样,我得到了更多的资金,我

转向了声音电击

我什至有一套疼痛服,我可以让

人们感受到更多的痛苦,但在

这个过程结束时,我学到了 w 因为

这里的

护士们错了,他们都是有着良好意图

和丰富经验的好人,

然而他们总是在

意料之中地犯错,事实

证明,因为我们没有

像编码强度那样编码持续时间

如果持续时间更长

并且强度更低,那么疼痛会更少,事实证明

,从我的脸开始会更好,因为

它会更痛苦

并移向我的腿

,随着时间的推移,我有一种改善的趋势,这

也是 不那么痛苦 事实证明

,让我

在中间休息一下以从疼痛中恢复

过来会很好

护理世界上唯一

在这个特定决定中出错的人,

或者这是更

普遍的情况,结果证明这是一个

更普遍的情况,我们犯了很多

错误, 我想给你举

一个例子,说明其中一种

不合理,我想和

你谈谈作弊,我

选择作弊的原因是因为它很

有趣,但它也告诉我们

一些我对股市

状况的看法,所以我的 对

作弊的兴趣在安然出现时

突然爆发

开始思考

这里发生的事情是有

几个苹果能够做

这些事情还是我们谈论的

是很多人的流行情况

实际上有能力表现

得像我们通常做的那样

五分钟结束后,没有给你足够的时间

我会说把纸递给我

,我会付给你每个问题 1 美元

人们这样做我会付给人们 4

美元来完成他们的任务 平均而言,人们

会解决四个问题 其他人 我

很想作弊 我会

在五分钟

结束后通过纸 我会说 请撕碎

纸 将小碎片

放在口袋或背包中并告诉我

你答对了多少问题

人们现在平均解决了 7 个问题

现在并不是说有

几个坏苹果 一些人做了

很多事情 我们看到的是很多

人现在在

经济上作弊 理论作弊是一个非常

简单的成本收益分析你说

被抓的概率是

多少我能从

作弊中得到多少,

如果我被抓到会受到多少惩罚,你权衡这些

选择是做简单的

成本- 利益分析然后你

决定犯罪是否值得

所以我们尝试为

一些人测试这个我们改变了

他们可以逃脱多少钱他们可以偷多少钱

我们付给他们

每 c 10 美分 orrect question 50 Cent’s $1 $5 $10

每个正确的问题你会期望它,

因为桌子上的钱

增加了人们会作弊更多,

但实际上情况并非如此,我们让

很多人作弊了一

点点 被抓到的概率怎么样

有些人撕碎了

半张纸 所以有一些

证据留下了 有些人撕碎了

整张纸

有些人把所有东西都撕碎了

走出房间并用

已经结束的钱球付钱给自己 一百

美元,您会期望它,因为

被抓的可能性会下降,

人们会作弊更多,但

事实并非

如此 人们

对经济原理理论

对这些力量的解释不敏感

,我们认为可能正在

发生的事情是一方面有两种

力量,我们都希望 t 看着

镜子里的自己,对自己感觉良好

,这样我们就不想

作弊,另一方面,我们可以

作弊一点,但仍然对自己感觉良好

,所以也许正在发生的事情是

我们有一定程度的作弊行为

不能过去,但

只要不改变我们对自己的印象

我们仍然可以从作弊中获益

我们这样做是为了缩小软糖

因素,所以我们让人们去实验室,

我们说我们今天有两个任务给你,

首先我们让一半的人回忆

高中时要读的其他十本书

或回忆十诫,

然后我们诱惑 他们作弊的

结果是那些试图回忆

十诫的人,在我们的样本中,没有人

能回忆起十诫,但

那些试图回忆

十诫的人有机会

作弊,根本没有作弊 不是

说宗教越虔诚的

人记得更多

诫命的人作弊越少吗?宗教越少

的人

几乎能记住你的任何诫命的人

越多当人们想到

试图回忆十诫时,

他们实际上不再作弊 即使

我们给自称无神论者的任务

是在圣经上发誓,我们

给他们一个作弊的机会,他们现在根本不作弊

,十诫

是很难带入教育

系统的东西,所以我们说为什么不 我们让

人们签署荣誉代码所以我们让

人们签署我知道这个

简短的调查属于麻省理工学院荣誉

代码然后这粉碎了它没有任何作弊

这特别

有趣因为麻省理工学院没有

荣誉代码

所以所有 这是关于降低

软糖系数 增加

软糖系数的第一个实验 我

在麻省理工学院走来走去,我

在他们的冰箱里分发了六包可乐

这些是本科生常用的冰箱

,我回来测量

我们技术上称为可乐的半衰期

在冰箱中能保存多长时间,你可以预期

它不会持续很长时间人们

拿它相比之下我拿了一个盘子 有六张 1 美元的

钞票,我把这些盘子放在

同一个冰箱里,

现在没有一张钞票消失过。这不是一个好的

社会科学实验,所以为了

做得更好,我做了同样的实验,就像我

在我们通过的三分之一的人面前向你描述的那样

他们把这张纸

还给了我们三分之一的人

通过了它他们把它撕碎了他们来找

我们说先生。 实验者我解决了 X 个

问题,

当他们读完

纸后,三分之一的人给我 X 美元,他们来找我们说,

先生。 实验者 我解决了 X 个问题

给我 X 个代币 我们没有

用美元付给他们 我们用其他东西付给他们

然后他们拿走了这个

东西 他们走到一边 12 英尺并将

它换成美元 想想

下面的直觉你会有多糟糕

从工作回家拿铅笔的感觉

与从零用钱箱中取出 10 美分的感觉相比,

这些事情的感觉非常不同,

与通过代币支付从现金中移出一步

几秒钟的感觉

截然不同,我们的主题有所不同 加倍

他们的作弊

我会

在一分钟内告诉你我对股市的看法,但这并

没有解决我和任何人之间的大问题,

因为在任何人中也是一种

社交元素,人们每天都会看到彼此的

行为 当我们

打开新闻时,我们会看到一些人

作弊的例子 这对我们有什么影响 所以我们

做了另一个实验 我们让一

大群学生参与

实验 我们预付了他们所以

每个人 你得到了一个信封,里面装着所有

的实验钱,最后我们告诉

他们,我们要求他们把

他们没赚到的钱还给我们。

当我们给人们欺骗的机会时,同样的事情也会发生,

他们欺骗

你只是 买一点都一样,

但在这个实验中,我们也

比表演高,

这个表演学生在 30

秒后站起来说我解决了一切

我现在做什么,实验者

说如果你完成了所有事情就回家

了,任务就是 完成了,所以现在我们

有一个学生,一个表演学生,

他是小组的一员,

尽管是演员,但他们

显然以非常非常严重的

方式

作弊,小组中的其他人会发生什么,他们会作弊更多吗

或者他们会在这里少作弊

吗 事实证明这取决于

他们在这里穿什么样的运动

衫 这是我们

在匹兹堡的卡内基梅隆大学和匹兹堡的

卡内基大学的两个大

大学 versities Carnegie Mellon University

of Pittsburgh 所有

参加实验的受试者都是 Carnegie

Mellon 的学生 当演员

起床时是 Carnegie Mellon 的

学生

实际上让匹兹堡大学的

运动衫作弊行为下降

了,这很重要,因为请记住,

当学生站起来的那一刻

,每个人都清楚他们

可以逃脱作弊,因为

实验者说你完成了

一切回家,他们一起工作

钱,所以与其说

是再次被抓的可能性,不如说是

关于

从我们的团体作弊中欺骗某人的规范,我们看到他们

作弊,我们觉得

作为一个群体这样做更合适,但如果

它是 来自另一个群体的人 这些

可怕的人 我的意思是在这方面并不可怕,

但是我们不想

与来自某个

另一所大学另一组办公室和

人们的诚实意识

有点像十诫

实验,人们作弊甚至

更少所以我们从中学到了

什么关于作弊我们了解到

很多人可以作弊他们只是作弊

当我们提醒人们道德时,他们会减少一点点,当我们

与金钱对象的作弊距离较远时,例如

人们作弊更多,当

我们看到周围有作弊的事情时,

尤其是当它是我们群体的一部分时

如果我们

从股票市场的角度来考虑这个问题,现在作弊会增加 想想

当你创造

一些东西时会发生什么,你付钱给人们很多

钱,以稍微

扭曲的方式看到现实,他们会不会能够

以这种方式看待它当然会

发生当你做其他事情时会发生什么,

比如你从钱中取出一些东西,

你称之为股票或股票期权

衍生品抵押贷款支持证券

是不是因为那些更遥远的

东西它不是一秒钟的象征

它是这些许多步骤

为了金钱而移除的东西更长的时间

可能是但人们会作弊

更多以及

当人们看到其他人时社会环境会发生什么

在他们周围表现 我认为所有这些

力量在股市中的作用都非常糟糕

我想告诉你

一些关于行为经济学的事情

我们在生活中有很多直觉,

关键是这些直觉

中的许多都是错误的问题 我们是否

要测试那些直觉 我们可以

考虑如何

在我们的私人生活中测试这种直觉 在我们的

商业生活中,尤其是当

它涉及到政策时,当我们考虑

诸如创建时不让一个孩子掉队之类的事情时

当您创建其他政策时新的股票市场

税收医疗

保健等等以及直觉测试的难度是

我回去时学到的重要一课

护士和他们交谈,所以我回去

和他们交谈,告诉他们我发现

了关于去除绷带的事情,我

学到了两件有趣的事情,

一是我最喜欢的护士 Ettie 告诉我

,我没有考虑到她的痛苦

她说 当然你

知道这对你来说很痛苦,但

想想我作为一名护士正在

为我喜欢的人拆绷带

并且不得不在很

长一段时间内反复这样做,造成如此多的

折磨对我来说并不是一件好事

  • 她说也许部分

原因对她来说很难,

这实际上

比这更有趣,因为她说我不

认为你的直觉是正确的 我

认为我的直觉是正确的,所以如果

你考虑一下你所有的直觉

想想很难

相信你的直觉是错误的

她说鉴于我认为

我的直觉是正确的 她认为她的

直觉是正确

的 她很难接受这样做 一个

艰难的实验,试图检查

她是否错了,但事实上这

是我们一直在争吵

的情况我们对各种各样的事情都有非常强烈的直觉

我们自己的

能力经济如何运作我们

应该如何支付学校教师但除非 我们

开始测试那些我们

不会做得更好的直觉,然后想想

如果

这些护士愿意

检查他们的直觉,我的生活会变得多么美好,以及一切

会如何变得更好,我们将

开始进行更系统的

实验 我们的直觉

非常感谢你们

[掌声]

机器对自身了解多少,

它是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 一些公司

在维护上节省了数百万美元,因为机器

在坏掉之前会寻求帮助,

而当它们坏掉时则不寻求帮助 这就是我

正在做的事情 我是 IBM er 让我们建立一个

更智能的星球