We need a moral operating system Damon Horowitz

power that is the word that comes to

mind we’re the new technologists we have

a lot of data so we have a lot of power

how much power do we have seen from a

movie Apocalypse Now great movie we got

to get our hero captain Willard to the

mouth of the number so we can go pursue

Colonel Kurtz the way we’re going to do

this just fly him in and drop them off

so the scene the sky is filled with this

fleet of helicopters carrying him in and

there’s this loud thrilling music in the

background it’s wild music

don’t knock on door knock on door aw

that’s a lot of power that’s the kind of

power I feel in this room that’s the

kind of power we have because all of the

data that we have let’s take an example

what can we do with just one person’s

data what can we do with that guy’s data

I can look at your financial records I

can tell if you pay your bills on time I

know if you’re good to give a loan to

can look at your medical records I can

see if the pump is still pumping see if

you’re good to offer insurance to I can

look at your clicking patterns when you

come to my website I actually know what

you’re gonna do already because I’ve

seen you visit millions of websites

before and I’m sorry to tell you you’re

like a poker player you ever tell I can

tell what’s data analysis what you’re

going to do before you even do it I know

what you like I know who you are and

that’s even before I look at your mail

or your phone those are the kind of

things we can do with the data that we

have but I’m not actually here to talk

about what we can do I’m here to talk

about what we should do what’s the right

thing to do now I see some puzzled looks

like why are you asking us what’s the

right thing to do we’re just building

this stuff somebody else is using it

fair enough but it brings me back think

about world war two some of our great

technologists and some of our great

physicists studying

nuclear fission fusion just nuclear

stuff we gathered together these

physicists and Los Alamos see what

they’ll build we want the people

building the technology thinking about

what we should be doing with the

technology so what’s we doing with that

guys data should be collecting it

gathering it so we can make his online

experience better so we can make money

so we can protect ourselves if you put

up to no good or should we respect his

privacy protect his dignity and leave

him alone which one is it how should we

figure it out

I know crowdsource that’s crowdsource

this so to get people warmed up let’s

start with it’s not an easy question

something I’m sure everybody here has an

opinion about iPhone versus Android

let’s do the show hands iPhone uh-huh

Android you’d think with a bunch of

smart people we wouldn’t be such suckers

just for the pretty phones okay next

question a little bit harder should we

be collecting all of that guy’s data to

make his experiences better and to

protect ourselves in case it up to no

good or should we leave him alone

collect his data leave him alone

you’re safe it’s high okay last question

harder question when trying to evaluate

what we should do in this case should we

use a Content deontological amoral

framework or should we use a militant a

million consequentialist one can’t milk

not not as many votes yeah that’s a

terrifying result it’s terrifying

because we have stronger opinions about

our handheld devices then about the

moral framework we should use to guide

our decisions how do we know what to do

with all the power we have if we don’t

have a moral framework we know more

about mobile operating systems but what

we really need is a moral operating

system

what’s a moral operating system all

right we all know right and wrong right

you feel good when you do something

right if you’re bad when you do

something wrong

our parents teach us that you know

praise with a good it’s gold with a bad

but how do we figure out what’s right

and wrong

I’m from day to day we have the

techniques that we use right

maybe we just follow our gut maybe we

take a vote we crowdsource maybe we punt

ask the legal department see what they

say

in other words it’s kind of random kind

of ad hoc how we figure out what we

should do and maybe if we want to be

unsure or footing what we really want is

a moral framework that will help guide

us there that will tell us what kinds of

things are right and wrong in the first

place and how would we know in a given

situation what to do so let’s get a

moral framework we’re numbers people

living by numbers how can we use numbers

as the basis for a moral framework I

know a guy who did exactly that

brilliant guy

he’s been dead 2,500 years

Plato that’s right remember him old

philosopher you were sleeping during

that class umm Plato he had a lot of the

same concerns that we did he was worried

about right and wrong he wanted to know

what is just but he was worried that all

that we seem to be doing is trading

opinions about this he says something’s

just she says something else is just

it’s kind of convincing when he talks

when she talks to I’m just going back

and forth I’m not getting anywhere I

don’t want opinions I want knowledge I

want to know the truth about justice

like we have truths in math

in math we know the objective facts take

a number any no to favorite number I

love that number um there are truths

about two if you got two of something

you add two more you get four that’s

true no matter what thing you’re talking

about it’s an objective truth about the

form of two the abstract form we have

two of anything two eyes two ears two

noses just two protrusions those will

partake of the form of two they all

participate in the truths the two has

they’ll have tunas in them and therefore

it’s not a matter of opinion

what if Plato thought ethics was like

math what if there were a pure form of

justice what if there are truths about

justice and you could just look around

in this world and see which things

participated per took of that form of

justice then you would know what was

really just and what wasn’t it wouldn’t

be a matter of just opinion or just

appearances that’s a stunning vision um

think about that how grand how ambitious

that’s that’s like exam be sure says we

are he wants to solve ethics what

subjective truth if you if you think

that way you have a plate inist

moral framework if you don’t think that

way well you have a lot of company in

the history of Western philosophy

because the tidy idea you know people

criticized it Aristotle was in

particular he was not amused

he thought it was Impractical Aristotle

said we should seek only so much

precision in each subject as that

subject allows Aristotle thought ethics

wasn’t a lot like math he thought ethics

was a matter of making decisions in the

here and now using our best judgment to

find the right path if you think that

Plato is not your guy but don’t give up

maybe there’s another way that we can

use numbers as the basis of our moral

framework how about this what if in any

situation you could just calculate look

at the choices measure out which one’s

better and know what to do that sound

familiar

yep that’s a utilitarian moral framework

John Stuart Mill is a great advocate of

this nice guy besides

and only been dead 200 years um so basis

of utilitarianism I’m sure you’re

familiar or at least the three people

who voted for meal before familiar with

this but here’s what works what if

morals what if what makes something

moral it’s just a matter of if it

maximizes pleasure and minimizes pain it

that’s something intrinsic to the act

it’s not like its relation to some

abstract form it’s just a matter of the

consequences you just look at the

consequences and see if overall it’s for

the good or further worse that would be

simple then we know what to do let’s

take an example suppose I go up and I

say I’m going to take your phone not

just because it rang earlier but I’m

going to take it because I made a little

calculation I thought that guy looks

suspicious and what if he’s been sending

little messages to bin Laden’s hideout

or whoever took over after bin Laden and

he’s actually like a terrorist like a

sleeper so I’m gonna find that out when

I find that out I’m gonna prevent a huge

amount of damage that he could cause

that has a very high utility to prevent

that damage and compare it to the little

pain that it’s going to cause it’s gonna

be embarrassing when I’m looking on his

phone and seeing as a farm bill problem

and that whole bit that’s over

overwhelmed by the value of looking at

the problem if you feel that way that’s

a utilitarian choice but maybe you don’t

feel that way either maybe you think

it’s his phone it’s wrong to take his

phone because he’s a person and he has

rights and he has dignity and we can’t

just interfere with that he has autonomy

it doesn’t matter what the calculation

are there are things that are

intrinsically wrong like Wyman is wrong

like torturing innocent children is

wrong

Kant was very good on this point and he

said it a little better than I’ll say he

said we should use our reason to figure

out the rules by which we should guide

our conduct and then it is our duty to

follow those rules it’s not a matter of

calculation - let’s stop we’re right in

the thick of it this philosophical

thicket and this goes on for thousands

of years because these are hard

questions and I’ve only got 15 minutes

so let’s cut to the chase

how should we be making our decisions is

it

Plato’s and Aristotle’s it can’t isn’t

mill what should we be doing what’s the

answer what’s the formula that we can

use in any situation to determine what

we should do whether we should use that

guy’s data or not what’s the formula

there’s not a formula there’s not a

simple answer

ethics is hard ethics requires thinking

and that’s uncomfortable I know I spent

a lot of my career in artificial

intelligence trying to build machines

that could do some of this thinking for

us they could give us answers but but

they can’t you can’t just take human

thinking and put it into a machine we’re

the ones who have to do it happily we’re

not machines and we can do it and then

we can we think we must Hana Aaron said

the sad truth is that most evil done in

this world is not done by people who

choose to be evil it arises from not

thinking that’s what we call the

banality of evil and the response to

that is that we demand the exercise of

thinking from every sane person so let’s

do that let’s think in fact let’s start

right now every person in this room do

this think of the last time you had a

decision to make where you were worried

to do the right thing were you wondered

about what should I be doing bring that

to mind and now reflect on that and say

how did I come up with that decision

what should I do did I follow my gut did

I have somebody vote on it did I punt

illegal or now we have a few more

choices did I evaluate what would be the

highest pleasure like Millwood or like

contem I use reason to figure out what

was intrinsically right think about it

really bring it to mind this is

important it is so important we are

going to spend 30 seconds of valuable

TED talk time doing nothing but thinking

about this are you ready go

stop good work what you just did that’s

the first step towards taking

responsibility for what we should do

with all of our power

now the next step try this

go find a friend and explain to them how

you made that decision not right now

wait till I finish talking do it over

lunch um and don’t just find another

technologist friend find somebody

different than you find an artist or a

writer or heaven forbid find a

philosopher and talk to them in fact

find find somebody from the humanities

why because they think about problems

differently than we do as technologists

I mean just a few days ago right across

the street from here there’s hundreds of

people gathered together

it was technologists and humanists at

that big bibliothèque conference and

they gathered together because the

technologists wanted to learn what it

would be like to think from a humanities

perspective you have someone from google

talking to somebody who does comparative

literature you’re thinking about the

relevance of 17th century french theater

how does that bear upon venture capital

right well that’s interesting that’s a

different way of thinking and when you

think in that way you become more

sensitive to the human considerations

which are crucial to making ethical

decisions so imagine that right now you

went and you found your musician friend

and you’re telling them what we’re

talking about you know about our whole

data revolution all this maybe even like

hum a few bars of our theme music dum

dum dum dum dum well your musician

friend will stop you and say you know

the theme music for your data revolution

that’s an opera that’s vogner’s based on

Norse legend it’s God’s and mythical

creatures fighting over magical jewelry

that’s interesting now it’s also a

beautiful opera and we’re moved by that

opera removed because it’s about the

battle between good and evil about right

and wrong and we care about right and

wrong we care what happens in that opera

we care what happens in Apocalypse Now

and we certainly care what happens with

our technology

we have so much power today it is up to

us to figure out what to do and that’s

the good news

we’re the ones writing this opera this

is our a movie we figure out what will

happen with this technology we determine

how this will all end thank you

力量就是我想到的词

我们是新技术专家 我们

有很多数据所以我们有

很多力量 我们从

电影启示录中看到了多少力量 现在很棒的电影 我们

得到了我们的英雄船长威拉德 到

那个数字的嘴边,这样我们就可以去追捕

库尔茨上校,我们要这样做的方式就是让

他飞进来,然后把他们放下,

这样场景就充满了这支

载着他的直升机机队,

这是一个响亮的惊险刺激

背景音乐 这是狂野的音乐

不要敲门 敲门 噢

,这是很大的力量 这就是

我在这个房间里感受到的那种力量 这就是

我们拥有的那种力量 因为我们拥有的所有

数据让我们采取 例如

,我们可以用一个人的

数据做什么 我们可以用那个人的数据做什么

我可以查看您的财务记录 我

可以判断您是否按时支付账单 我

知道您是否适合贷款

可以查看 你的病历我可以

看看泵是否还在抽

您很高兴为您提供保险

当您访问我的网站时,我可以查看您的点击模式

我实际上已经知道

您将要做什么,因为我之前已经

看到您访问了数百万个

网站,很抱歉告诉您 你

就像一个扑克玩家,你曾经说过我可以

告诉你什么是数据分析,

甚至在你做之前我

知道你喜欢什么我知道你是谁

,甚至在我查看你的邮件

或你的电话之前 这些

是我们可以用我们拥有的数据做的事情,

但我实际上并不是在

这里谈论我们

能做什么 困惑

看起来你为什么要问我们什么是

正确的做法 我们只是在建造

这些东西 其他人正在使用它

足够公平但它让我回

想起第二次世界大战 我们的一些伟大的

技术专家和我们的一些伟大的

物理学家正在研究

核裂变聚变只是

我们聚集在一起的核材料 这些

物理学家和洛斯阿拉莫斯看到

他们将构建什么我们希望

构建技术的人们思考

我们应该

用技术做什么所以我们应该用这些技术做什么

数据应该收集它

收集它以便我们可以让他的在线

体验更好 这样我们就可以赚钱,

这样我们就可以保护自己,如果你做坏事

,或者我们应该尊重他的

隐私,保护他的尊严,让

他一个人呆着,我们应该怎么

弄清楚

我知道众包是众包,

这样才能吸引人们 热身让我们

开始吧 这不是一个简单的问题

我相信这里的每个人都

对 iPhone 与 Android 有意见

让我们来展示一下 iPhone 嗯

Android 你会认为有一群

聪明人我们不会这样 吸盘

只是为了漂亮的手机好吧下一个

问题有点难我们

应该收集那个人的所有数据以

改善他的体验并

保护自己以防万一它没有

好处或不应该 d 我们让他一个人呆着

收集他的数据 让他一个人

你很安全 很好 最后一个问题

更难的问题 在尝试评估

在这种情况下我们应该做什么时,我们应该

使用内容道义非道德

框架还是应该使用激进的

百万后果主义者 一个人不能挤奶

没有那么多的选票 是的 这是一个

可怕的结果 它是可怕的

因为我们对我们的手持设备有更强烈的意见

然后关于

我们应该用来指导

我们的决定的道德框架 我们如何知道如何利用我们

的所有权力 如果我们

没有道德框架,我们

对移动操作系统了解得更多,但

我们真正需要的是道德操作系统

什么是道德操作系统

当你做错事时你是坏人

我们的父母教我们你知道

以好为荣,以坏为金

但是我们如何弄清楚

我每天的对错 有一天,我们掌握了

正确使用的技术,

也许我们只是按照直觉行事,也许

我们投票,我们众包,也许我们下注

询问法律部门,看看他们怎么

应该做,也许如果我们想

不确定或立足于我们真正想要的是

一个道德框架,它将帮助引导

我们到达那里,它会告诉我们首先哪些

事情是对的,哪些是错的,

以及在给定的情况下我们如何知道

情况 该怎么做 让我们建立一个

道德框架 我们是数字 人们

靠数字生活 我们如何将数字

作为道德框架的基础 我

认识一个人,他确实做了那个

聪明的人

他已经死了 2500 年

柏拉图 没错 记得他 老

哲学家你在

那堂课上睡觉 嗯柏拉图 他有很多和

我们一样的担忧 他

担心是非他想知道

什么是正义但他

担心我们所做的一切似乎都是传统的

对此发表意见 他说某事

只是她说某事 只是

当他说话

时当她说话时这有点令人信服 我只是

来回走动 我没有得到任何结果

要知道关于正义的真相,

就像我们在数学中拥有真理一样,

我们知道客观事实采取

一个数字任何不喜欢的数字我

喜欢这个数字,嗯,

如果你得到两个东西,

你再加上两个,你就会得到四个 这是

真的,不管你在说

什么,它是关于二的形式的客观真理

抽象的形式 我们有

任何东西中的两个 两只眼睛 两只耳朵 两个

鼻子 只是两个突出物 它们将

具有二的形式 它们都

参与 两个人拥有的真理,

他们里面会有金枪鱼,因此

这不是意见问题,

如果柏拉图认为伦理就像

数学一样,如果有一种纯粹

的正义形式会怎么样

在这个世界上四处走动,看看哪些

事情参与了这种形式的

正义,然后你就会知道什么是

真正公正的,

什么不是 多么宏伟 多么雄心勃勃

那就像考试 肯定说我们

是 他想要解决道德问题 什么

主观真理 如果你这样想

你有一个板式的

道德框架 如果你不

这么想 你有很多公司

在西方哲学史上,

因为你知道人们批评它的整洁的想法

亚里士多德

特别是他不开心

他认为这是不切实际的亚里士多德

说我们应该

在每个主题中只寻求精确度,因为该

主题允许亚里士多德认为

伦理不是 很像数学,他认为道德

是在此时此地做出决定的问题,

如果你认为

柏拉图不是你的人,但不要放弃,用我们最好的判断来找到正确的道路

也许还有另一种方法,我们可以

使用数字作为我们道德框架的基础,

如果在任何

情况下你都可以计算,

看看选择衡量哪个

更好,知道该怎么做听起来

熟悉是的,这是功利主义的道德 框架

John Stuart Mill 是这个好人的伟大倡导者,

而且他只死了 200 年,嗯,所以

功利主义的基础我敢肯定你很

熟悉,或者至少是

在熟悉这个之前投票支持吃饭的三个人,

但这是有效的 如果

道德怎么办 如果什么使

某事成为道德 只是它是否

最大化快乐和最小化痛苦 它

是行为固有的东西

它不像它与某种

抽象形式的关系 它只是

后果的问题 你只看

后果 看看总体上

是好还是坏,这会很

简单然后我们知道该怎么做让我们

举个例子假设我上去我

说我要带走你的 电话

不仅仅是因为它响得更早,而且我

会接受它,因为我做了一个小

计算,我认为那个人看起来很

可疑,如果他一直在

向本拉登的藏身处或接替本拉登的人发送小消息怎么办

他实际上就像 一个像卧铺一样的恐怖分子,

所以当我发现这一点时,

我会

发现

一点 这会导致

当我在看他的

手机并看到一个农业账单问题时

,这会很尴尬,

如果你觉得这是

一个功利的选择,那么看问题的价值就会不知所措,但也许你 也不

要有这种感觉,也许你认为

这是他的电话,拿他的电话是错误的,

因为他是一个人,他有

权利,他有尊严,我们不能

只是干涉他有自主权

,不管怎样 计算

是不是有些事情

本质上是错误的,比如怀曼是错误的,

比如折磨无辜的孩子是

错误的,

康德在这一点上做得很好,他

说的比我说的要好一点,他

说我们应该用我们的理由来

弄清楚 我们应该遵循这些规则

来指导我们的行为,然后我们有责任

遵守这些规则,这不是

计算问题 - 让我们停下来,我们正

处于这个哲学

丛林中,这种情况持续了数

千年,因为这些都是 困难的

问题,我只有 15 分钟,

所以让我们切入正题,

我们应该如何做出决定是

柏拉图和亚里士多德的它不能不是

磨坊我们应该做什么

答案是什么我们可以的公式是什么

在任何情况下使用来确定

我们应该做什么 我们是否应该使用那

个人的数据 公式是什么

没有公式 没有

简单的答案

道德是艰难的 道德需要思考

,这很不舒服 我知道 哦

,我在人工智能方面花了很多时间,

试图制造

可以为我们做一些这种思考的机器,

他们可以给我们答案,但

他们不能

'

是那些必须快乐地去做的人我们

不是机器,我们可以做到,然后

我们可以认为我们必须这样做哈娜亚伦

说可悲的事实是,

这个世界上所做的大多数邪恶都不是由那些选择去做的人做的

邪恶源于不

思考这就是我们所说

的邪恶的平庸,对此的回应

是我们要求

每个理智的人都进行思考所以让我们

这样做让我们认为事实上让我们

现在开始这个房间里的每个人

回想一下你上次

做出决定的时候,你担心在哪里

做正确的事情,你

想知道我应

该做什么? 我应该怎么做 d

我有人对它投票是我踢

非法还是现在我们有更多

选择 我评估了什么是

最高的乐趣,比如 Millwood 还是像

contem 我用理性来弄清楚

什么是本质上正确

的 请记住,这很

重要,这非常重要,我们

将花费 30 秒宝贵的

TED 谈话时间,什么都不做,只是

想一想,你准备好了吗?

停止好工作,你刚刚做了什么,这是

对我们应该做的事情承担责任的第一步

现在我们所有的力量 下一步 试试

这个 找一个朋友并向他们解释

你是如何做出这个决定的 不要现在

等到我说完再做

午饭时做 嗯,不要只是找另一个

技术专家朋友 找一个和你不

一样的人 找一个艺术家或

作家或天堂禁止找

哲学家并与他们交谈 事实上

找到人文学科的人

为什么因为他们对问题的思考

方式与我们作为技术专家的不同

我的意思是,就在几天前,就

在街对面,数百

聚集在

那个大型图书馆会议上,技术专家

和人文学者聚集在一起,因为

技术专家想了解

从人文学科的角度思考会是什么样子

你有来自谷歌的

人与从事比较

文学的人交谈 你正在思考

17 世纪法国戏剧的相关性

这对风险投资

有何影响

对做出道德决定至关重要的人为因素更敏感

所以想象一下,现在你

去了,你找到了你的音乐家朋友

,你告诉他们我们在

说什么你知道我们的整个

数据革命这一切甚至可能像

哼几小节我们的主题音乐 dum

dum dum dum dum well 你的音乐家

朋友会阻止你和 假设你知道

你的数据革命的主题音乐

这是一部基于北欧传说的沃格纳歌剧

它是上帝和神话中的

生物争夺魔法珠宝

现在很有趣 它也是一部

美丽的歌剧 我们被这部歌剧感动了,

因为它是关于

战斗的 善与恶之间的对

与错,我们关心对与

弄清楚该做什么,这

就是好消息

我们是这部歌剧的作者 这

是我们的电影 我们弄清楚

这项技术会发生什么 我们确定

这一切将如何结束 谢谢