Beware online filter bubbles Eli Pariser

Mark Zuckerberg a journalist was asking

him a question about the newsfeed and

the journalist was asking him you know

why is this so important and Zuckerberg

said a squirrel dying in your front yard

may be more relevant to your interests

right now than people dying in Africa

and I want to talk about what a web

based on that idea of relevance might

look like so when I was growing up in a

in a really rural area in Maine you know

the internet meant something very

different to me it meant a connection to

the world it meant something that would

connect us all together and I was sure

that it was going to be great for

democracy and for our society but

there’s this kind of shift in how

information is flowing online and it’s

invisible and if we don’t pay attention

to it it could be a real problem so I

first noticed this in a place I spend a

lot of time my Facebook page

I’m progressive politically big

surprised but I’ve always you know gone

out of my way to meet conservatives I

like hearing what they’re thinking about

I like seeing what they link to I like

learning a thing or two and so I was

kind of surprised when I noticed one day

that the Conservatives had disappeared

from my Facebook feed and what it turned

out was going on was that Facebook was

looking at which links I clicked on and

it was noticing that actually I was

clicking more on my liberal friends

links than on my conservative friends

links and without consulting me about it

it had edited them out they disappeared

so Facebook isn’t the only place that’s

doing this kind of invisible algorithmic

editing of the web Google’s doing it too

if I search for something and you search

for something even right now at the very

same time we may get very different

search results even if you’re logged out

one engineer told me there are 57

signals that Google looks at everything

from what kind of computer you’re on to

what kind of browser you’re using

to where you’re located that uses to

personally tailor your query results

think about it for a second there is no

standard Google anymore and you know the

funny thing about this is that it’s hard

to see you can’t see how different your

search results are from anyone else’s

but a couple of weeks ago I asked a

bunch of friends to Google Egypt and to

send me screenshots of what they got so

here’s my friend Scott’s screenshot and

here’s my friend Daniel screenshot when

you put them side-by-side you don’t even

have to read the links to see how

different these two pages are but when

you do read the links it’s really quite

remarkable Daniel didn’t get anything

about the protests in Egypt at all in

his first page of Google results

Scott’s results were full of them and

this was the big story of the day at

that time

that’s how different these results are

becoming so it’s not just Google on

Facebook either you know this is

something that’s sweeping the web there

are a whole host of companies that are

doing this kind of personalization Yahoo

News the biggest news site on the

internet is now personalized different

people get different things Huffington

Post Washington Post New York Times all

flirting with personalization in various

ways and where this this moves us very

quickly toward a world in which the

Internet is showing us what it thinks we

want to see but not necessarily what we

need to see as Eric Schmidt said it’ll

be very hard for people to watch or

consume something that is not in some

sense been tailored for them so I do

think this is a problem and I think if

you take all of these filters together

if you take all of these algorithms you

get what I call a filter bubble and your

filter bubble is kind of your own

personal unique universe of information

that you live in online and what’s in

your filter bubble depends on who you

are and it depends on what you do but

the thing is that you don’t decide what

gets in and more importantly you don’t

actually see what gets edited

out so one of the problems with the

filter bubble was discovered by some

researchers at Netflix and they were

looking at the Netflix queues and they

noticed something kind of funny that a

lot of us probably have noticed which is

there are some movies that just sort of

zip right up and out to our houses they

enter the queue they just zip right out

so Ironman zips right out right and

Waiting for Superman can wait for a

really long time what they discovered

was that in our Netflix queues there’s

kind of this epic struggle going on

between our future aspirational selves

and our more impulsive present selves

you know we all want to be someone who

has watched Rashomon but right now we

want to watch Ace Ventura for the 4th

time so the best editing gives us a bit

of both it gives us a little bit of

Justin Bieber and a little bit of

Afghanistan it gives us some information

vegetables it gives us some information

dessert and the challenge with these

kind of algorithmic filters these

personalized filters is that because

they’re mainly looking at what you click

on first you know you don’t it can throw

off that balance and instead of a

balanced information diet you can end up

surrounded by information junk food so

what this suggests is actually that we

may have the story about the Internet

wrong in a broadcast society you know

this is how the founding mythology goes

right in a broadcast society there were

these gatekeepers the editors and they

controlled the flows of information and

Along Came the internet and it swept

them out of the way and it allowed us

all of us to connect together and it was

awesome but that’s not actually what’s

happening right now what we’re seeing is

more of a passing of the torch from

human gatekeepers to algorithmic ones

and the thing is that the algorithms

don’t yet have the kind of embedded

ethics that the editors did so if

algorithms are going to curate the world

for us if they’re going to decide what

we get to see and what we don’t get to

see that we need to make sure that

they’re not just

to relevance we need to make sure that

they also show us things that are

uncomfortable or challenging or

important this is what Ted does right

other points of view and the thing is

and we’ve actually kind of been here

before as a society in 1915 it’s not

like newspapers were sweating a lot

about their civic responsibilities then

people kind of noticed that they were

doing something really important that in

fact you couldn’t have a functioning

democracy if citizens didn’t get a good

flow of information that the newspapers

were critical because they were acting

as the filter and that journalistic

ethics developed it wasn’t perfect but

it got us through the last century and

so now we’re kind of back in 1915 on the

web and we need the new gatekeepers to

encode that kind of responsibility into

the code that they’re writing you know I

know there are a lot of people here from

Facebook and from Google Larry and

Sergey who you know people who have

helped build the web as it is and I’m

grateful for that but we really need to

you to make sure that these algorithms

have encoded in them a sense of the

public life a sense of civic

responsibility we need you to make sure

that they’re transparent enough that we

can see what the rules are that

determine what gets through our filters

and we need you to give us some control

so that we can decide what gets through

and what doesn’t because I think we

really need the internet to be that

thing that we all dreamed of it being we

need it to connect us all together we

need it to introduce us to new ideas and

new people and different perspectives

and it’s not going to do that if it

leaves us all isolated in a web of one

thank you

you

记者马克扎克伯格问

他一个关于新闻提要的问题

,记者问他你知道

为什么这如此重要,扎克伯格

说,一只死在你前院的松鼠

现在可能比死在非洲的人更符合你的利益

, 我想谈谈

基于这种相关性概念的网络可能是

什么样子,所以当我

在缅因州一个真正的农村地区长大时,你

知道互联网

对我来说意味着非常不同的东西,它意味着

与世界的联系 意味着

将我们所有人联系在一起的东西,我

确信这对

民主和我们的社会都会有好处,但是

信息在网上的流动方式会发生这种转变,

而且如果我们不注意它,它是不可见的

这可能是一个真正的问题,所以我

首先在一个我花了

很多时间在我的 Facebook 页面上的地方注意到了这

一点 我

喜欢听到他们在想

什么 正在发生的事情是Facebook正在

查看我点击了哪些链接,

并注意到实际上我

点击我的自由派朋友

链接而不是我的保守派朋友

链接并且没有咨询我,

它已经将它们编辑掉了,

所以Facebook 不是唯一一个对网络

进行这种无形算法

编辑的地方,

如果我搜索某些内容,而您甚至现在搜索某些内容,Google 也会这样做

重新登出

一位工程师告诉我,有 57 个

信号表明 Google 会查看所有内容,

从您使用的计算机

类型到您使用的浏览器类型,

再到您所在的位置。 es

亲自定制您的查询结果

想一想,不再有

标准的谷歌,你知道

有趣的是,你

很难看出你的

搜索结果与其他人的搜索结果有多大不同,

但有几个 几周前,我问了

一群朋友到谷歌埃及,并

把他们得到的截图发给我,所以

这是我朋友 Scott 的截图,

这是我朋友 Daniel 的截图,当

你把它们并排放置时,你甚至

不必阅读 链接看看

这两个页面有多么不同,但是当

你阅读链接时,真的很

了不起 Daniel

他的谷歌结果的第一页中根本没有得到任何关于埃及抗议的信息

Scott 的结果充满了它们,

这是 当时的重大事件

就是这些结果变得多么不同,

所以不仅仅是 Facebook 上的谷歌,

或者你知道

这是席卷网络的东西,

有很多公司都在

做这种个性化 雅虎

新闻 互联网上最大的新闻网站

现在是个性化的 不同的

人得到不同的东西 赫芬顿

邮报 华盛顿邮报 纽约时报 都

以各种方式调情个性

化,这使我们

很快走向一个世界

互联网向我们展示了它认为我们

想看到的东西,但不一定是

我们需要看到的东西,正如埃里克施密特所说

,人们很难观看或

消费在

某种意义上不是为他们量身定制的东西,所以我确实

认为 这是一个问题,我认为如果

你把所有这些过滤器放在一起,

如果你把所有这些算法都放在一起,你会

得到我所说的过滤器气泡,你的

过滤器气泡是你自己的

个人独特的信息世界

,你生活在网上,

过滤器气泡中的内容取决于您

是谁,这取决于您所做

的事情,但问题是您不决定什么

进入,更重要的是您实际上并没有

看看什么被删掉

了,所以过滤气泡的问题之一

是 Netflix 的一些

研究人员发现的,他们

正在查看 Netflix 队列,他们

发现了一些有趣的

东西,我们很多人可能已经注意到了哪些

是电影 就这样直接

拉到我们家他们

进入队列他们直接拉出来

所以铁人马上拉出来

等待超人可以等待

很长时间他们

发现在我们的 Netflix 队列中有

一种 这场史诗般的斗争

在我们未来有抱负的自己

和我们更冲动的现在的自己之间进行,

你知道我们都想成为一个

看过罗生门的人,但现在我们

想第四次看 Ace Ventura,

所以最好的剪辑给了我们

一些 它给了我们一点

贾斯汀·比伯和

阿富汗的一点点它给了我们一些信息

蔬菜它给了我们一些信息

甜点和这些挑战

一种算法过滤器这些

个性化过滤器是因为

它们主要查看您首先点击的内容

,您知道您不会

破坏这种平衡,而不是

均衡的信息饮食,您最终可能会

被信息垃圾食品包围,所以

这实际上表明我们

可能在广播社会中对互联网的故事有

误 你知道这就是广播社会中

的创始神话是如何

正确的 有

这些看门人 编辑 他们

控制着信息的流动

一路走来 互联网,它

把他们扫到了一边,它让我们

所有人都能联系在一起,这

太棒了,但这实际上并不是

现在发生的事情,我们所看到的

更像是火炬从

人类看门人到算法的传递

问题是,

如果

算法要为我们管理世界的话,算法还没有编辑

们这样做的那种嵌入式伦理。 ‘将决定

我们能看到什么和不能

看到什么 我们需要确保

它们

不仅仅是相关的 我们需要确保

它们也向我们展示了

令人不舒服或具有挑战性或

重要的是,这就是泰德在

其他观点上所做的正确的事情

,事实上,我们

在 1915 年作为一个社会

之前就曾来过这里

做一些非常重要的事情,

事实上,

如果公民没有得到良好

的信息流,那么你

不可能有一个正常运作的民主制度。 让我们度过了上个世纪,

所以现在我们回到了 1915 年的

网络,我们需要新的看门人将

这种责任

编码到他们正在编写的代码中你知道我

知道有一个 这里有很多

来自 Facebook 和谷歌的人 Larry 和

Sergey,你认识的人

帮助建立了网络,我对此

表示感谢,但我们真的需要

你确保这些算法

已经在其中进行了编码

公共生活的公民

责任感 我们需要你

确保它们足够透明,以便我们

可以

看到决定通过我们过滤器的规则是什么

,我们需要你给我们一些控制权,

以便我们做出决定 什么通过

,什么不通过,因为我认为我们

真的需要互联网成为

我们都梦想的东西,因为我们

需要它来将我们所有人联系在一起,我们

需要它来向我们介绍新的想法、

新的人和不同的观点

如果它

让我们都被孤立在一个人的网络中,它不会那样做,

谢谢你