The moral bias behind your search results Andreas Ekstrm

So whenever I visit a school
and talk to students,

I always ask them the same thing:

Why do you Google?

Why is Google the search engine
of choice for you?

Strangely enough, I always get
the same three answers.

One, “Because it works,”

which is a great answer;
that’s why I Google, too.

Two, somebody will say,

“I really don’t know of any alternatives.”

It’s not an equally great answer
and my reply to that is usually,

“Try to Google the word ‘search engine,’

you may find a couple
of interesting alternatives.”

And last but not least, thirdly,

inevitably, one student will raise
her or his hand and say,

“With Google, I’m certain to always get
the best, unbiased search result.”

Certain to always get the best,
unbiased search result.

Now, as a man of the humanities,

albeit a digital humanities man,

that just makes my skin curl,

even if I, too, realize that that trust,
that idea of the unbiased search result

is a cornerstone in our collective love
for and appreciation of Google.

I will show you why that, philosophically,
is almost an impossibility.

But let me first elaborate,
just a little bit, on a basic principle

behind each search query
that we sometimes seem to forget.

So whenever you set out
to Google something,

start by asking yourself this:
“Am I looking for an isolated fact?”

What is the capital of France?

What are the building blocks
of a water molecule?

Great – Google away.

There’s not a group of scientists
who are this close to proving

that it’s actually London and H30.

You don’t see a big conspiracy
among those things.

We agree, on a global scale,

what the answers are
to these isolated facts.

But if you complicate your question
just a little bit and ask something like,

“Why is there
an Israeli-Palestine conflict?”

You’re not exactly looking
for a singular fact anymore,

you’re looking for knowledge,

which is something way more
complicated and delicate.

And to get to knowledge,

you have to bring 10 or 20
or 100 facts to the table

and acknowledge them and say,
“Yes, these are all true.”

But because of who I am,

young or old, black or white,
gay or straight,

I will value them differently.

And I will say, “Yes, this is true,

but this is more important
to me than that.”

And this is where it becomes interesting,

because this is where we become human.

This is when we start
to argue, to form society.

And to really get somewhere,
we need to filter all our facts here,

through friends and neighbors
and parents and children

and coworkers and newspapers
and magazines,

to finally be grounded in real knowledge,

which is something that a search engine
is a poor help to achieve.

So, I promised you an example
just to show you why it’s so hard

to get to the point of true, clean,
objective knowledge –

as food for thought.

I will conduct a couple of simple
queries, search queries.

We’ll start with “Michelle Obama,”

the First Lady of the United States.

And we’ll click for pictures.

It works really well, as you can see.

It’s a perfect search
result, more or less.

It’s just her in the picture,
not even the President.

How does this work?

Quite simple.

Google uses a lot of smartness
to achieve this, but quite simply,

they look at two things
more than anything.

First, what does it say in the caption
under the picture on each website?

Does it say “Michelle Obama”
under the picture?

Pretty good indication
it’s actually her on there.

Second, Google looks at the picture file,

the name of the file as such
uploaded to the website.

Again, is it called “MichelleObama.jpeg”?

Pretty good indication it’s not
Clint Eastwood in the picture.

So, you’ve got those two and you get
a search result like this – almost.

Now, in 2009, Michelle Obama
was the victim of a racist campaign,

where people set out to insult her
through her search results.

There was a picture distributed
widely over the Internet

where her face was distorted
to look like a monkey.

And that picture was published all over.

And people published it
very, very purposefully,

to get it up there in the search results.

They made sure to write
“Michelle Obama” in the caption

and they made sure to upload the picture
as “MichelleObama.jpeg,” or the like.

You get why – to manipulate
the search result.

And it worked, too.

So when you picture-Googled
for “Michelle Obama” in 2009,

that distorted monkey picture
showed up among the first results.

Now, the results are self-cleansing,

and that’s sort of the beauty of it,

because Google measures relevance
every hour, every day.

However, Google didn’t settle
for that this time,

they just thought, “That’s racist
and it’s a bad search result

and we’re going to go back
and clean that up manually.

We are going to write
some code and fix it,”

which they did.

And I don’t think anyone in this room
thinks that was a bad idea.

Me neither.

But then, a couple of years go by,

and the world’s most-Googled Anders,

Anders Behring Breivik,

did what he did.

This is July 22 in 2011,

and a terrible day in Norwegian history.

This man, a terrorist, blew up
a couple of government buildings

walking distance from where we are
right now in Oslo, Norway

and then he traveled
to the island of Utøya

and shot and killed a group of kids.

Almost 80 people died that day.

And a lot of people would describe
this act of terror as two steps,

that he did two things: he blew up
the buildings and he shot those kids.

It’s not true.

It was three steps.

He blew up those buildings,
he shot those kids,

and he sat down and waited
for the world to Google him.

And he prepared
all three steps equally well.

And if there was somebody
who immediately understood this,

it was a Swedish web developer,

a search engine optimization expert
in Stockholm, named Nikke Lindqvist.

He’s also a very political guy

and he was right out there
in social media, on his blog and Facebook.

And he told everybody,

“If there’s something that
this guy wants right now,

it’s to control the image of himself.

Let’s see if we can distort that.

Let’s see if we, in the civilized world,
can protest against what he did

through insulting him
in his search results.”

And how?

He told all of his readers the following,

“Go out there on the Internet,

find pictures of dog poop on sidewalks –

find pictures of dog poop on sidewalks –

publish them in your feeds,
on your websites, on your blogs.

Make sure to write the terrorist’s
name in the caption,

make sure to name
the picture file “Breivik.jpeg.”

Let’s teach Google that that’s
the face of the terrorist.”

And it worked.

Two years after that campaign
against Michelle Obama,

this manipulation campaign
against Anders Behring Breivik worked.

If you picture-Googled for him weeks after
the July 22 events from Sweden,

you’d see that picture of dog poop
high up in the search results,

as a little protest.

Strangely enough, Google
didn’t intervene this time.

They did not step in and manually
clean those search results up.

So the million-dollar question,

is there anything different
between these two happenings here?

Is there anything different between
what happened to Michelle Obama

and what happened
to Anders Behring Breivik?

Of course not.

It’s the exact same thing,

yet Google intervened in one case
and not in the other.

Why?

Because Michelle Obama
is an honorable person, that’s why,

and Anders Behring Breivik
is a despicable person.

See what happens there?

An evaluation of a person takes place

and there’s only one
power-player in the world

with the authority to say who’s who.

“We like you, we dislike you.

We believe in you,
we don’t believe in you.

You’re right, you’re wrong.
You’re true, you’re false.

You’re Obama, and you’re Breivik.”

That’s power if I ever saw it.

So I’m asking you to remember
that behind every algorithm

is always a person,

a person with a set of personal beliefs

that no code can ever
completely eradicate.

And my message goes
out not only to Google,

but to all believers in the faith
of code around the world.

You need to identify
your own personal bias.

You need to understand that you are human

and take responsibility accordingly.

And I say this because I believe
we’ve reached a point in time

when it’s absolutely imperative

that we tie those bonds
together again, tighter:

the humanities and the technology.

Tighter than ever.

And, if nothing else, to remind us
that that wonderfully seductive idea

of the unbiased, clean search result

is, and is likely to remain, a myth.

Thank you for your time.

(Applause)

因此,每当我访问一所学校
并与学生交谈时,

我总是问他们同样的问题:

你为什么要谷歌?

为什么 Google 是
您的首选搜索引擎?

奇怪的是,我总是
得到相同的三个答案。

一,“因为它有效”

,这是一个很好的答案;
这也是我谷歌的原因。

第二,有人会说,

“我真的不知道任何替代方案。”

这不是一个同样好的答案
,我的回答通常是,

“尝试用谷歌搜索‘搜索引擎’这个词,

你可能会找到
一些有趣的替代方案。”

最后但同样重要的是,第三,

不可避免地,一个学生会
举手说:

“有了谷歌,我肯定总是能
得到最好的、公正的搜索结果。”

确保始终获得最佳、
公正的搜索结果。

现在,作为一个人文

学科的人,尽管是一个数字人文学科的人,

这只是让我的皮肤卷曲,

即使我也意识到这种信任,
那种对公正搜索结果的想法

是我们集体
热爱和欣赏的基石 谷歌的。

我会告诉你为什么这在哲学
上几乎是不可能的。

但让我先稍微详细说明

一下我们有时似乎忘记的每个搜索查询背后的基本原则。

因此,每当您开始
使用 Google 搜索某些内容时,

首先要问自己:
“我是在寻找一个孤立的事实吗?”

法国的首都是什么?

水分子的组成部分是什么?

太棒了——谷歌离开。

没有一群
科学家如此接近

证明它实际上是伦敦和 H30。

你看不到
这些事情中有什么大阴谋。

在全球范围内,我们同意这些孤立事实

的答案是什么

但是,如果您稍微复杂化您的问题
并问诸如

“为什么会
发生以巴冲突?”之类的问题。

你不再是在
寻找一个单一的事实,

你在寻找知识,

这是一种更加
复杂和微妙的东西。

为了获得知识,

你必须提出 10 或 20
或 100 个事实

并承认它们并说:
“是的,这些都是真的。”

但因为我是谁,

年轻或年老,黑人或白人,
同性恋或异性恋,

我会对他们有不同的评价。

我会说,“是的,这是真的,


对我来说,这比那更重要。”

这就是它变得有趣的地方,

因为这是我们成为人类的地方。

这是我们
开始争论,形成社会的时候。

为了真正到达某个地方,
我们需要在这里过滤我们所有的事实,

通过朋友、邻居
、父母、孩子

、同事、报纸
和杂志

,最终扎根于真正的知识,

而搜索
引擎无法帮助 达到。

所以,我答应给你一个例子,
只是为了向你展示为什么

很难达到真正、干净、
客观的知识——

作为思考的食物。

我将进行几个简单的
查询,搜索查询。

我们将从美国第一夫人“米歇尔·奥巴马”开始

我们将点击图片。

如您所见,它工作得非常好。

这是一个完美的搜索
结果,或多或少。

照片里只有她,
连总统都没有。

这是如何运作的?

非常简单。

谷歌使用了很多聪明才智
来实现这一点,但很简单,

他们看两件事
比什么都重要。

首先,
每个网站的图片下方的标题是什么? 图片下面是

不是写着“米歇尔·奥巴马”?

很好的迹象表明
它实际上是她在那里。

其次,谷歌查看图片文件

,上传到网站的文件名如是

再说一遍,它叫“MichelleObama.jpeg”吗?

很好的迹象表明
图片中不是克林特伊斯特伍德。

所以,你有这两个,你会得到
一个像这样的搜索结果——几乎。

现在,在 2009 年,
米歇尔奥巴马成为种族主义运动的受害者,

人们开始
通过她的搜索结果侮辱她。

网上流传着一张

她的脸被扭曲
成猴子的照片。

那张照片被全部发布了。

人们
非常非常有目的地发布

它,以便在搜索结果中显示它。

他们确保
在标题中写下“Michelle Obama”,

并确保将图片上传
为“MichelleObama.jpeg”等。

你明白为什么——
操纵搜索结果。

它也奏效了。

所以当你
在 2009 年用谷歌搜索“米歇尔·奥巴马”时,

这张扭曲的猴子照片
出现在第一批结果中。

现在,结果是自我清洁的

,这就是它的美妙之处,

因为谷歌
每小时、每一天都在衡量相关性。

然而,谷歌这次并没有
满足于此,

他们只是想,“这是种族主义
,这是一个糟糕的搜索结果

,我们要
回去手动清理它。

我们要编写
一些代码并修复它,

“他们做到了。

我不认为这个房间里的任何人都
认为这是一个坏主意。

我也不。

但是,几年过去了

,世界上谷歌搜索最多的安德斯

安德斯·贝林·布雷维克(Anders Behring Breivik)

做了他所做的事情。

这是 2011 年 7 月 22 日,

也是挪威历史上可怕的一天。

这个人,一个恐怖分子,炸毁
了几座政府大楼,

距离我们
现在在挪威奥斯陆的地方不远

,然后他
前往 Utøya 岛

,开枪打死了一群孩子。

那天有近80人死亡。

很多人会将
这种恐怖行为描述为两个步骤

,他做了两件事:
炸毁建筑物并射杀那些孩子。

这不是真的。

这是三个步骤。

他炸毁了那些建筑物,
射杀了那些孩子,

然后他坐下来
等待全世界用谷歌搜索他。

他准备好了
所有三个步骤。

如果
有人立即明白这一点,

那就是瑞典网络开发人员,斯德哥尔摩

的搜索引擎优化
专家,名叫 Nikke Lindqvist。

他也是一个非常政治化的人

,他就
在社交媒体上,在他的博客和 Facebook 上。

他告诉大家,

“如果
这家伙现在想要什么,

那就是控制自己的形象。

让我们看看我们是否可以扭曲它。

让我们看看我们在文明世界中是否
可以通过侮辱来抗议他的所作所为


在他的搜索结果中。”

如何?

他告诉他的所有读者如下:

“到互联网

上去,在人行道上找到狗屎的照片——在人行道上

找到狗屎的照片——

把它们发布在你的订阅源
、你的网站、你的博客上

。 确保在标题中写下恐怖分子的
名字,

确保
将图片文件命名为“Breivik.jpeg”。

让我们教谷歌这就是
恐怖分子的脸。

它奏效了。


针对米歇尔·奥巴马的竞选活动两年后,

针对安德斯·贝林·布雷维克的操纵活动奏效了。

如果你
在 7 月 22 日瑞典事件发生几周后用谷歌搜索他的照片,

你会在搜索结果中看到那张狗便便的照片

作为一种小小的抗议。

奇怪的是,谷歌
这次没有干预。

他们没有介入并手动
清理这些搜索结果。

所以百万美元的问题,

这两个事件之间有什么不同吗?

发生在米歇尔·奥巴马

身上的事情和发生
在安德斯·贝林·布雷维克身上的事情有什么不同吗?

当然不是。

这是完全相同的事情,

但谷歌干预了一种情况,
而不是另一种。

为什么?

因为米歇尔奥巴马
是一个可敬的人,这就是为什么

,安德斯贝林布雷维克
是一个卑鄙的人。

看看那里会发生什么?

对一个人进行评估

,世界上只有一个
权力玩家

有权说出谁是谁。

“我们喜欢你,我们不喜欢你。

我们相信你,
我们不相信你。

你是对的,你是错的。
你是真的,你是假的。

你是奥巴马,而你” 布雷维克。”

如果我见过,这就是力量。

所以我要你记住
,每一个算法的背后

总是一个

人,一个有一套个人信仰的人

,没有任何代码可以
完全根除。

我的信息不仅传达
给谷歌,

而且传达给全世界所有
信仰代码的人。

您需要确定
自己的个人偏见。

您需要了解自己是人

并相应地承担责任。

我这么说是因为我相信
我们已经到了一个

绝对必要的时间点

,我们必须再次将这些纽带
更紧密地联系在一起

:人文学科和技术。

比以往任何时候都紧。

而且,如果没有别的,提醒我们

关于公正、干净的搜索结果的奇妙诱人的想法

是,而且很可能仍然是一个神话。

感谢您的时间。

(掌声)