Fighting Fake News at its Source

fake news is old news

lies and propaganda have been around as

long as

human speech we can look at google’s

search history

what if i told you that the term fake

news

has really only shown up since the 2016

elections

but then we can see it show up across

the world

and it stays widely used until today the

term became famous in 2016.

first president trump used it to

belittle the media

and then people discovered those

large-scale networks of made-up news

using outrageous headlines to drive

traffic to other websites

some of them just to make a few bucks

but others of them were part of a large

foreign influence campaign

that’s what came out in 2017 and as you

know led to a lot of

news coverage all across the world

since then i think we all agree that the

problem has only grown bigger

and the last weeks have shown that we

really haven’t found a solution

or even figured out where to start

my name is bastian poger i’m originally

from germany i’ve spent some time in the

states

both working as well as studying at

harvard business school

i’ve spent most of my time working

during my career

in online marketing for tech companies

all these newsletters that you didn’t

expect all these

banners that creepily follow you from

website

to website that was my job so on the

market for our data

our privacy i was the one buying the

data

in the last two years i lived in

indonesia and southeast asia

indonesia is the world’s third largest

democracy this by the way

is my lovely fiance when she exercised

her

right to vote going into those same

elections she was voting on

i was consulting a political party

during their marketing efforts

that’s that’s around two and a half

years ago and

when i did that i realized something

that

really really shocked me every single

political party in indonesia

and now i know around the world is

running

millions of fake accounts what

are also called bot networks those fake

accounts are

social media profiles that look a lot

like

ordinary voters but are actually run

by computers by engineers by software

and supported by manual workers so that

by just clicking the right buttons

one person could handle thousands of

accounts at a time

and they use those accounts to boost

certain content on social media

by liking posts by adding comments by

retweeting stories

and those stories were oftentimes

dubious

including fake news posts to

mislead common real voters

what this did is to push propaganda to

the top of their feeds on facebook and

twitter

and other networks and that’s when i

realized

this is actually how fake news spreads

how how did this all end the indonesian

elections

resulted in claims fraud two candidates

two declarations of victory two sets of

results

huge protests and riots people dying in

the streets

of the capital that probably sounds a

little bit familiar to you

it does to me now that i’m living in the

united states

the parallels between those two

elections are really really striking

and i think it shows that misinformation

and the negative consequences

are not a uniquely american problem

it’s not the product of one single

politician

it’s a systematic problem it’s about how

we share information

how we find information how we figure

out what is true

and what is not

today fake news is used all across the

world

to spread fake news it’s used in

democracies

everywhere but it’s also used by

autocratic regimes by dictatorships

for example the regimes in saudi arabia

and in china

have been caught red-handed running

those huge propaganda machines

creating fixtures content at scale

content that supports their agenda and

very often posts that blame foreign

influence

and conspiracies for problems at home

let’s take a step back let’s remember

what the internet was supposed to be

like 15 20 years ago

we all believed that the internet could

bring us all together

could democratize society give a voice

to everyone

enable us to understand each other

better

the term web 2.0

it means everyone can post on the web

we’re supposed to lead

to true participation we actually had

reasonable debates on facebook in random

forums i missed that time

do you remember this this is 2006

time magazine’s person of the year was

you all of us because we and i quote

control the information age and we ask

you

does it feel like you’re in control

right now 10 years ago in 2011

we had facebook revolutions the arab

spring

people that overthrew the dictators all

across the middle east and we

praised social media for it and they

really deserved the credit

so what happened since then what

happened to the internet and social

media

we see polarization staggering political

violence

hate crimes hate crime is up we just saw

online communities inspire and plan

an attempted coup against the u.s

government

when these rioters were storming the

capital evidence shows

that they truly believed that they were

defending american

american democracy they believed even

that the military the police would

eventually support them fake news is

killing people every single day

spreading genocide like it did in

myanmar by spreading lies about the

coronavirus about masks

there’s really little evidence that

today in the information age

we’re much better at distributing

information about

the viruses about the disease that we

were in 1918

during the spanish flu think about that

the first well-known example of

systematic social

media manipulation was of course

vladimir putin

and his campaign to influence the

american elections in 2016.

silicon valley would have called it a

growth hack

but do you really understand what was

happening and it’s been four years

and we’ve seen countless hours of tv

coverage

do you really know what’s happened how

is it that a campaign by the russian

government

that only cost a few million dollars

caused so much more damage

than decades of propaganda and had so

much more impact

than frankly a billion dollar ad

campaign

by politicians for the last few years i

worked on trying to figure out what

exactly happened and this is how it

works

it comes down social media propaganda

comes down to two distinct elements

first try to create or identify

some very high quality profiles or pages

profiles profiles that seem trustworthy

to a specific audience

that can be like a fake local newspaper

or a facebook page that pretends to be

an activist group

it can be a real public persona like the

twitter account of a former president

comes to mind of course

it could be state propaganda that

dresses up as an independent newspaper

there’s an example of russia today it’s

a media company controlled by the

kremlin

that creates high quality youtube videos

in five different languages

these profiles will share questionable

content

oftentimes of pretty high production

value to gain your trust

the example on screen is a video that

was viewed over 20 million times and is

full of lies

about the vaccines and these accounts

these posts

probably many of you you have already

read about this is what’s being talked

about in general

more recently social media giants

twitter and facebook have been more

active in deleting those accounts in

some of these posts

but they fail to go to the core of the

problem and that’s where step two comes

in

what’s under the surface what is

boosting these high visibility pages are

armies of fake

accounts bot networks when i talk about

bots in this context i mean social media

accounts

that look and behave like human beings

but are controlled by software

for a small team controlling millions of

accounts

and that pretend to represent millions

of people

for now you might be able to identify

some of these bots

by their bad grammar or by their empty

profiles

but with ai with artificial intelligence

improving at really high speeds

and governments honestly putting

billions into those disinformation

networks it will get harder and harder

to differentiate the human from the bot

let’s look at those let’s look at some

of those numbers facebook officially

according to their own numbers

deleted over 5 billion fake accounts in

5 billion that’s roughly double their

official user number

but then on top of that there’s studies

and really anyone you asked who works in

the field

that says a large part of the remaining

users

of their current 2.7 billion users are

also

fake accounts one study by the think

computer foundation foundation puts that

number at 50

so somebody obviously puts a lot of

money into creating fake accounts there

who would that be a really brave

whistleblower

facebook engineer sophie shang came out

just a few months ago

and she talked about how campaigns all

across the world

run these manipulating manipulation

campaigns

and how facebook just ignores them

it’s really not hard for a good engineer

to build a whole army of bots

accounts that like comment share

retweet posts and what these accounts

are doing has two effects

first it pushes these posts to more real

people

it pushes them to the top of our feets

and second we perceive this content

differently

if a post is 10 000 likes if somebody’s

followed by a million people

we’re much more likely to believe them

it’s called social proof

it’s a bias we all have and that’s

usually useful

just how easy is it to get your hands on

such accounts

let me show you this screen recording is

from a few days ago

these facebook accounts only cost seven

cents you can get buy accounts

with different level of quality and

profile completeness

and you can buy accounts for other

social networks as well

instagram twitter

gmail reddit

even linkedin and tick tock this page is

one of many i found

and allows super easy ordering or a

shopify checkout

what does that mean for democracy when

everyone with money can just

buy themselves fake grassroot popularity

it means our opinions and our voices

can get crowded out and it means that

any sort of public support or opposition

to our night to an idea

can be created of thin air it really

goes against the core principle

of democracy and what we stand for that

everyone

is supposed to have one voice one voice

no matter how rich you are there’s a

study by carnegie mellon that shows that

fifty percent of covet related tweets

were posted

by sophisticated bot accounts carnegie

mellon

called those propaganda machines how

many people do you think have died

because of these propaganda machines

and then there’s this myth that many

educated people believe that only the

uneducated fall for fake news

we all fall for fake news studies show

that those those with higher education

are just as likely to fall for fake news

especially if it confirms

their worldview so this is how we got to

today we’re

31 of americans 31

many many million of them with a college

degree believe that the last elections

were stolen

the good news here is we found the

weakness of fake news

there’s actually a study published in

the nature journal of science

that shows that we could almost

eliminate the spread of fake news if we

were only to eliminate fake accounts and

bots

if only facebook and twitter will

eliminate them

but those companies have a huge

financial interest to keep them alive

at least to a certain extent because

they need to show growth in their

quarterly user numbers

to their shareholders because they’re

selling those views and those clicks to

advertisers

clients and pay real dollars to

advertise to real people

so if we summarize i come to three

conclusions

first fake identities are the main

driver of fake news

and other toxic content because they

undermine accountability

to buy popularity and those fake

accounts

have become a really common tool around

the world to promote your point of view

to undermine democracy

to crowd out the voice of real people

second the big social networks facebook

twitter youtube

would see a significant drop in user

numbers if they would delete

all the fake accounts they would

massively lose users

and they would massively lose revenues

which means they’re pretty unlikely to

do that

if we don’t force them and lastly

thirdly

with artificial intelligence becoming

smarter and smarter

for example now being able to create

human faces

of humans that don’t actually exist it

will be harder and harder to identify

those fake accounts and fake news

which means we should really not think

that a solution can be to ask people to

just do your research or

hey just be careful what you share that

implies that only uninformed people fall

for fake news

it implies that somehow it’s possible to

determine

everything that’s true and everything

that’s false we need to find

more systematic solutions more scalable

solutions so what are those

when i lived in indonesia when i saw

these problems

i decided to launch human id

humanity is a non-profit it’s open

source it’s run by volunteers from

around the world

and what we have built is an online

login kind of like the

login with facebook just the humanity

login

is completely anonymous it’s completely

private it blocks abusive users and

spammers

and bullies and so on the technology

basically verifies users

but without saving any personal

information

and with this amazing team behind me has

been really an inspiration to work on

this together we’ve received support

from donors from around the world

from harvard business school and from

the mozilla foundation has really shown

me

that people are aware of these problems

and they want to solve them

but if you want to help you don’t need

to create your own startup to get

involved

here’s three things that i want to

recommend you

first as a voter let’s not allow

governments to use

fake news and online misbehavior as an

excuse

to undermine our privacy instead

let’s strengthen privacy laws so people

can feel

safe and protected online we need voters

to demand more privacy protect

protection just like they did in europe

and california where legislation was

introduced

more recently secondly

we also need to pressure the big tech

companies just deleting a few users or

posts

that might be good pr but is not a good

sustainable strategy facebook google

twitter cannot be trusted in moderating

free speech

mostly it doesn’t adjust it doesn’t

address the core of the problem we need

to pressure them

to find and delete bot networks and to

increase privacy and transparency

and lastly use your agency as an

individual

to champion startups and organizations

that offer

real alternatives get engaged

share with friends use privacy focus

platforms

apps browsers instead of the solutions

by big tech

support small projects that have a new

approach to community online

i see hundreds of entrepreneurs and

engineers every year

they come up with new ideas but they

really need your help

if they want to have a chance against

these big big powerful

entities we need to work together

we need innovation like this to have a

chance to fix

the internet let’s not give up on the

vision of a better internet

let’s give every human a voice one voice

let’s not allow fake accounts to flood

our voices out

imagine the power of community if users

feel safe and protected

but also feel accountable because

spreading lies or bully others has

consequences imagine a true democratic

debate

online from the bottom up imagine how we

could mobilize if fake accounts

wouldn’t undermine our communities

imagine the internet like it was

supposed to be a tool to empower us to

connect

us to unite us

thank you very much

假新闻是旧新闻

谎言和宣传只要

人类言论就已经存在我们可以查看谷歌的

搜索

历史如果我告诉你假新闻这个词

真的只是自 2016 年选举以来才出现

但我们可以看到它出现

在全球范围内

,它一直被广泛使用,直到今天这个

词在 2016 年成名。

第一任总统特朗普用它来

贬低媒体

,然后人们发现了那些

大规模的虚构新闻网络,

使用令人发指的标题来

吸引其他网站的流量。

他们中的一些人只是为了赚几块钱,

但他们中的其他人是 2017 年出现的大型

外国影响力运动的一部分

,正如你

所知,

从那时起,我认为我们都同意

问题只会越来越大

,过去几周表明我们

真的没有找到解决方案

,甚至没有想出从哪里开始

我的名字是 bastian poger 我最初

来自德国,我在

哈佛商学院

工作和学习的州

在我的职业生涯

中,我大部分时间都在为科技公司从事在线营销工作

所有这些你没

想到的时事通讯 所有这些

从一个

网站

到另一个网站的横幅 那是我的工作所以在

市场上为我们的数据

我们的隐私我是过去两年购买

数据

的人我住在

印度尼西亚和东南亚

印度尼西亚是世界第三

大民主国家顺便说一句这

是我可爱的未婚夫她行使

她的

投票权参加了

她所投票的那些选举

在他们的营销工作

中咨询了一个政党,那是大约两年半

前,

当我这样做时,我意识到一些

真正让我震惊的事情

印度尼西亚

,现在我知道世界各地正在

运行

数百万个虚假账户,

也称为机器人网络,这些虚假

账户是

社交媒体公关 看起来很像

普通选民,但实际上

是由工程师通过软件由计算机运行

并由体力劳动者支持,

因此只需单击正确的按钮,

一个人就可以一次处理数千个

账户

,他们使用这些账户来提升

某些内容 在社交媒体上

通过喜欢帖子通过转发故事添加评论

而这些故事通常是

可疑的,

包括虚假新闻帖子以

误导普通的真实

选民这样做是为了将宣传推到

他们在脸书和

推特

和其他网络上的提要的顶部,那就是当 我

意识到

这实际上就是假新闻的传播

方式 这一切是如何结束的 印度尼西亚

选举

导致索赔欺诈 两名候选人

两次胜利宣言 两组

结果

巨大的抗议和骚乱 人们在首都

的街道

上死亡 这听起来可能

有点 你很熟悉,

现在我住在美国,这对我来说很

相似。 两次

选举真的很引人注目

,我认为这表明错误信息

和负面后果

并不是美国独有的问题,

它不是一个政治家的产物,

而是一个系统性问题,它是关于

我们如何分享信息

我们如何找到信息我们如何

弄清楚什么 是真的

,今天不是

假新闻 假新闻在

世界各地被

用来传播假新闻,它在世界各地的

民主国家中使用,

但也

被独裁政权使用

,例如沙特阿拉伯

和中国

的政权被当场抓获

那些巨大的宣传机器

大规模制作固定

内容支持他们的议程的内容,并且

经常发布将国内问题归咎于外国

影响

和阴谋的帖子

让我们退后一步让我们记住

15 20年前互联网应该是什么样子

我们都相信 互联网可以

将我们所有人聚集在一起

可以使社会民主化

给夏娃发声 ryone

使我们能够更好地相互理解

web 2.0

这个词意味着每个人都可以在网上发帖

我们应该

真正参与我们实际上

在随机论坛上的 facebook 上进行了合理的辩论

我错过了那个时间

你还记得这是 2006 年吗

时代杂志的年度人物

是我们所有人,因为我们和我引用了

控制信息时代的话说,我们问

是否觉得你现在处于控制之中

10 年前的 2011 年,

我们进行了 Facebook 革命,阿拉伯之

人民推翻了 整个中东的独裁者

,我们

为此赞扬了社交媒体,他们

真的值得称赞,

所以从那以后

发生了什么互联网和社交媒体发生了什么

我们看到两极分化惊人的政治

暴力

仇恨犯罪仇恨犯罪上升我们刚刚看到

在线社区 当这些暴徒冲进首都时,激发并计划

对美国政府发动未遂政变。

证据表明

,他们真的相信 嘿,他们在

捍卫美国的

美国民主,他们甚至

相信军队和警察

最终会支持他们 假新闻

每天都在杀人,

就像在缅甸一样,

通过传播关于

冠状病毒的谎言,传播关于口罩的谎言

今天的信息中几乎没有证据表明 年龄

我们更

擅长传播有关疾病的病毒信息

我们在 1918

年西班牙流感期间 想想系统性社交媒体操纵

的第一个众所周知的例子

当然是

弗拉基米尔·普京

和他影响

美国人的运动 2016 年的选举。

硅谷会称其为

增长黑客,

但你真的了解

发生了什么吗?已经四年了

,我们已经看到无数小时的电视

报道

,你真的知道发生了什么吗?

仅花费数百万美元的俄罗斯政府

造成的损失

比数十年的损失要大得多

在过去的几年里,我

一直在努力弄清楚到底发生了什么

,这就是它的

运作方式

。社交媒体宣传首先

归结为两个不同的

元素 尝试创建或识别

一些非常高质量的个人资料或页面

个人资料 对特定受众来说似乎值得信赖的个人资料

可以像假的当地报纸

或伪装成激进组织的 facebook 页面

它可以是像 twitter 这样的真实公众人物

一位前总统的帐户

当然会浮现在脑海中,

这可能是

伪装成独立报纸的国家宣传

。今天的俄罗斯有一个例子,它是

一家由克里姆林宫控制的媒体公司

以五种不同的语言制作高质量的 youtube 视频,

这些个人资料将分享 有问题的

内容

通常具有很高的生产

价值以赢得您的信任

屏幕上的示例是

观看次数超过 2000 万次的视频,其中

充斥着

关于疫苗和这些帐户的谎言

这些帖子

可能你们中的许多人已经

读过这就是

普遍谈论的

内容 最近社交媒体巨头

推特和脸书变得更加

活跃 在删除其中

一些帖子中的这些帐户时,

但他们未能找到问题的核心

,这就是第二步的

所在 在这种情况下,我指的

是看起来和行为都像人类的社交媒体账户,

但由

一个控制数百万账户的小团队的软件控制,

并且现在假装代表数百

万人,您可能能够通过他们识别

其中一些机器人

糟糕的语法或空洞的

个人资料,

但人工智能和人工智能

以非常高的速度改进

,政府诚实 y 将

数十亿美元投入到这些虚假信息

网络中,

将人类与机器人区分开来将变得越来越难

让我们来看看这些数字,让我们看看

Facebook 官方

根据他们自己的数字

,在 2020 年删除了超过 50 亿个虚假账户

。50

亿 他们的

官方用户数量大约是其官方用户数量的两倍,

但除此之外,还有研究表明

,在该领域工作的任何人都

表示

,他们目前 27 亿用户中的大部分剩余用户

也是

假账户,think

computer 基金会的一项研究 基金会将这个

数字定为 50,

所以显然有人花了很多

钱在那里创建假账户,

谁会是一个真正勇敢的

举报人

Facebook 工程师 sophie shang

几个月前出来了

,她谈到

了世界各地的活动如何

运行这些 操纵操纵

活动

以及facebook如何忽略它们

对于一个好的引擎来说真的不难

呃建立一整群

喜欢评论分享

转发帖子的机器人账户,这些账户

所做的有两个影响,

首先它将这些帖子推送给更真实的

人,

它把它们推到我们的脚下

,其次我们对这些内容的看法

不同,

如果 一个帖子有 10 000 个赞 如果有人

关注了 100 万人,

我们更有可能相信他们

这被称为社会证明

这是我们所有人都有的偏见,这

通常很有用

让你的手获得这样的帐户是多么容易

让我 向您展示此屏幕录像

是几天前的

这些 facebook 帐户仅花费 7

美分,您可以购买

具有不同质量和

个人资料完整性的

帐户,您还可以购买其他

社交网络的帐户以及

instagram twitter

gmail reddit

甚至linkedin 和勾选 tock这个页面是

我发现的许多页面之一,它

允许超级简单的订购或

shopify结帐

当每个有钱的人都可以购买时,这对民主意味着什么

你自己是假的草根人气,

这意味着我们的意见和我们的声音

可能会被排挤,这意味着

任何形式的公众支持或

反对我们晚上对一个想法的反对

都可以凭空创造出来,这确实

违背了民主的核心原则

,什么 我们主张,无论你多么富有,

每个人

都应该有一个声音一个声音

卡内基梅隆大学的一项研究表明,

百分之五十的与觊觎相关的推文

由复杂的机器人帐户发布的

卡内基梅隆大学

称那些宣传机器有

多少人这样做 你认为

因为这些宣传机器而死

,然后有一个神话,许多

受过教育的人相信只有没有受过教育的人会

爱上假新闻,

我们都爱上假新闻研究表明

,那些受过高等教育的

人同样可能会爱上假新闻

特别是如果它证实了

他们的世界观,所以这就是我们

今天的方式,我们

是美国人中的 31 人,31

人中的数以百万计的人 有大学

学位相信上次

选举被偷

了好消息是我们发现

了假

新闻的弱点实际上发表

在《自然科学杂志》上的一项研究

表明,

如果

我们只是

如果只有 facebook 和 twitter 能够消除虚假账户和机器人,那么就

消除它们,

但这些公司有巨大的

经济利益来让它们

至少在一定程度上保持活力,因为

它们需要向股东展示其

季度用户数量的增长,

因为它们正在

出售 这些观点和点击给

广告商

客户并支付真实的美元

向真实的人做广告,

所以如果我们总结一下,我得出三个

结论

首先虚假身份是

虚假新闻

和其他有毒内容的主要驱动力,因为它们

破坏

了购买人气和那些虚假的责任

帐户

已成为世界各地非常普遍的工具

,用于宣传您的观点

以破坏德

排挤真人的声音

其次是大型社交网络 Facebook

twitter youtube

将看到用户数量显着下降

如果他们删除

所有虚假帐户,他们将

大量失去用户

,他们将大量失去收入

,这意味着他们很漂亮

如果我们不强迫他们这样做,最后

第三

个是人工智能变得

越来越聪明

,例如现在能够创造出

实际上并不存在的人类面孔,那么

识别

那些假账户和 假新闻

这意味着我们真的不应该

认为解决方案可以是要求人们

只做你的研究或者

嘿只是小心你分享的内容这

意味着只有不知情的人才会

喜欢假新闻

这意味着以某种方式可以确定

一切 真的,一切

都是假的 我们需要找到

更系统的解决方案 更具可扩展性的

解决

方案 我住在 印度尼西亚 当我看到

这些问题时,

我决定启动人类 id

人类是一个非营利组织,它是

开源的,它由来自

世界各地的志愿者运营

,我们建立的是一种在线

登录,类似于

使用 facebook 登录,只是人类

登录

是 完全匿名 它完全

私密 它阻止滥用用户、

垃圾邮件发送者

和欺凌者等等 技术

基本上可以验证用户,

但不保存任何个人

信息

,我背后有这个了不起的团队

真的是我们一起工作的灵感,

我们得到了支持

来自哈佛商学院

和 Mozilla 基金会的来自世界各地的捐助者向我展示

了人们意识到这些问题

并希望解决这些问题,

但如果您想提供帮助,则

无需创建自己的创业公司来

参与

作为选民,我想首先向您推荐三件事

让我们不要让

政府使用

假新闻和在线不当行为作为

借口破坏我们的隐私,

让我们加强隐私法,让

人们在

网上感到安全和受到保护 我们需要

选民要求更多的隐私

保护,就像他们在欧洲和加利福尼亚所做的那样

公司只是删除了

一些可能是好的公关但不是一个好的

可持续战略的用户或帖子 Facebook 谷歌

twitter 在调节

言论自由

方面是

不可信的

他们查找和删除机器人网络,

增加隐私和透明度

,最后使用您的机构作为

个人

来支持

提供

真正替代方案的初创公司和组织

与朋友分享 使用隐私焦点

平台

应用程序 浏览器而不是

大型技术

支持的解决方案 小型 有新的

在线社区方法的项目

我看到了数百个企业家 企业家和

工程师每年

都会提出新的想法,但

如果他们想有机会对抗

这些强大的大型

实体,他们真的需要你的帮助我们需要合作

我们需要这样的创新才有

机会

修复互联网让我们不要 放弃

更好的互联网的愿景

让我们给每个人一个声音

让我们不要让虚假帐户淹没

我们的声音

想象一下社区的力量,如果用户

感到安全和受到保护,

但也因为

散布谎言或欺负他人会

产生后果而感到负责 想象一场真正

的自下而上的在线民主辩论 想象

如果虚假账户

不会破坏我们的社区,我们将如何动员起来

想象互联网就像它

应该是一种工具,让我们能够

我们联系起来,让我们团结起来

非常感谢