The future of lying Jeff Hancock

[Music]

[Music]

let me tell you it has been a fantastic

month for deception

and I’m not even talking about the

American presidential race we have a

high profile journalist caught for

plagiarism a young superstar writer

who’s booking involves so many made-up

quotes that they’ve pulled it from the

shelves a New York Times expose on fake

book reviews it’s been fantastic now of

course not all deception hits the news

much of the deception is every day in

fact a lot of research shows that we all

lie once or twice a day as Dave

suggested so it’s about 6:30 now suggest

that most of us should’ve lied let’s

take a look at Winnipeg how many of you

in the last 24 hours think back have

told a little fib or a big one how many

have told a little lie out there all

right good

these are all the liars make sure you

pay attention to them know that look

good there’s about two-thirds of you the

other third didn’t lie

or perhaps forgot or you’re lying to me

about your line which is very very

devious this fits with a lot of the

research which suggests that line is

very pervasive it’s this pervasiveness

combined with the centrality to what it

means to be a human the fact that we can

tell the truth or make something up that

has fascinated people throughout history

here we have Diogenes with his Lantern

does anybody know what he was looking

for a single honest man and he died

without finding one back in Greece and

we have Confucius in the East who was

really concerned with sincerity not only

that you walked the walk or talk the

talk but you believed in what you were

doing you believed in your principles

now my first professional encounter with

deception is a little bit later than

these guys a couple thousand years I was

a customs officer for Canada back in the

mid 90s yeah I was defending Canada’s

borders you may think that’s a weapon

right there in fact that’s a stamp

I used a stamp to defend Canada’s

borders very Canadian of me

I learned a lot about deception while

doing my duty here in customs one of

which was that most of what I thought I

knew about deception was wrong and I’ll

tell you about some of that tonight but

even since just 1995-96 the way we

communicate has been completely

transformed we email we text we Skype we

Facebook it’s insane

almost every aspect of human

communication has been changed and of

course that’s had an impact on deception

let me tell you a little bit about a

couple of new deceptions we’ve been

tracking and documenting they’re called

the butler the sock puppet and the

Chinese water army it sounds a little

bit like a weird book but actually

they’re all new types of lives let’s

start with the butler’s here’s an

example of one on my way anybody ever

written on my way then you’ve also lied

we’re never on our way we’re thinking

about going on our way here’s another

one sorry I didn’t respond to you

earlier my battery was dead your battery

wasn’t dead you weren’t in a dead zone

you just didn’t want to respond to that

person that time here’s the last when

you’re talking to somebody and you say

sorry I got work got it go but really

you’re just bored you want to talk to

somebody else

each of these is about a relationship

and this is a 24/7 connected world once

you get my cell phone number you can

literally be in touch with me 24 hours a

day and so these lies are being used by

people to create a buffer like the

butler used to do between us and the

connections to everybody else but

they’re very special they use ambiguity

that comes from using technology you

don’t know where I am or what I’m doing

or who I’m with and they’re aimed at

protecting the relationships these

aren’t just people being jerks these are

people that are saying look I don’t want

to talk to you now or I didn’t want to

talk to you then but I still care about

you our relationship is still important

now the sock puppet on the other hand is

a totally different animal the sock

puppet isn’t about ambiguity per se it’s

about identity let me give you a very

recent example as in like last week

here’s RJ Ellery bestseller author and

in Britain here’s one of his

best-selling books here’s a reviewer

online and on Amazon my favorite by

Nicodemus Jones is whatever else it

might do

it will touch your soul and of course

you might suspect that Nicodemus Jones

is RJ Ellery he wrote very very positive

reviews about himself surprise surprise

now this parked sock puppet stuff isn’t

actually that new Walt Whitman also did

this back in the day before there was

Internet technology sock puppet becomes

interesting when we get to scale which

is the domain of the Chinese water army

Chinese water army refers to thousands

of people in China that are paid small

amounts of money to produce content it

could be reviews it could be propaganda

the government hires these people

companies hire them all over the place

in North America we call this astroturf

II an - the turfing is very common now

there’s a lot of concerns about it we

see this especially with product reviews

book we’ve used everything from hotels

to weather you that toaster is a good

toaster or not now look at these three

reviews or these three types of

deception you I think the Internet is

really making us a deceptive species

especially when you think about the

astroturf in where we can see deception

brought up to scale but actually what

I’ve been finding is very different from

that now let’s put aside the online

anonymous sex chat rooms which I’m sure

none of you have been in I can assure

you there’s deception there and let’s

put aside the Nigerian prince who’s

emailed you about getting the 43 million

out of the country let’s forget about

that guy - let’s focus on the

conversations between our friends and

our family and our co-workers and our

loved ones those are the conversations

that really matter what does technology

do - deception with those folks here’s a

couple of studies one of the things one

of the studies we do are called diary

studies in which we ask people to record

all of their conversations in all their

lives for seven days and what we can do

then is calculate how many lies took

place per conversation within a medium

and the finding that we get that

surprises people the most is that email

is the most honest of those three media

and it really throws people for a loop

because we think well there’s no

nonverbal cues so why don’t you lie more

the phone

in contrast the most lies again and

again and again we see the

phone if the device that people lie on

the most and perhaps because of the

butler lie ambiguity as I was telling

you about

this tends to be very different from

what people expect

what about resumes we did a study in

which we had people apply for a job and

they could apply for a job either with a

traditional paper resume or on LinkedIn

which is a social networking site like

Facebook but for professionals involves

the same information as a resume and

what we found too many people surprised

was it those LinkedIn resumes were more

honest on the things that mattered to

employers like your responsibilities or

your skills or your previous job how

about Facebook itself you know we always

think that hey there are these idealized

versions people are just showing the

best things that happen their lives I

thought that many times my friends in no

way they can be that cool and have that

bit of a life well one study tested this

by examining people’s personalities they

had four good friends of a person judge

their personality then they had

strangers many strangers judged the

person’s personality just from Facebook

and what they found was those judgments

of personality were pretty much

identical highly correlated meaning that

Facebook profiles really do reflect our

actual personality all right well what

about online dating I mean that’s a

pretty deceptive space I’m sure you all

have friends that have used online

dating and they would tell you about

that guy that had no hair when he came

or the woman that didn’t look at all

like her photo well we were really

interested in it and so what we did is

we brought people online daters into the

lab and then we measured them we got

their height up against the wall we put

them on a scale got their weight ladies

love that and then we actually got their

drivers license to get their age and

what we found was very very interesting

here’s an example of the men and the

height along the bottom is how tall they

said they were in their profile along

the y-axis the up vertical access is how

tall they actually were that diagonal

line is the truth line if they’re dots

on it they were telling exactly the

truth as you see most of the little dots

are below the line what it means is all

the guys were lying about their height

in fact they lied about their height

about nine tenths of an inch what we say

in the lab as strong rounding up

you get two five eight and 1/10 and boom

five nine but what’s really important

here is look at all those dots they are

clustering pretty close to truth what we

found was eighty percent of our

participants did indeed lie on one of

those dimensions but they always lied by

a little bit one of the reasons is

pretty simple if you go to a date a

coffee date and you’re completely

different than what you said game over

right so people lied frequently but they

lied subtly not too much they were

constrained well what explains all these

things what explains the fact that

despite our intuitions mine included a

lot of online communication

technologically mediated communication

is more honest than face-to-face that

really is strange how do we explain this

well to do that one thing is we can look

at the deception detection literature

it’s a very old literature by now it’s

it’s coming up on 50 years it’s been

reviewed many times there’s been

thousands of trials hundreds of studies

and there’s some really compelling

findings the first is were really bad at

detecting deception really bad

fifty-four percent accuracy on average

when you have to tell somebody that just

said a statement is lying or not

that’s really bad why is it so bad well

it has to do with Pinocchio’s nose if I

were to ask you guys what do you rely on

when you’re looking at somebody and you

want to find out if they’re lying

what cue do you pay attention to most of

you would say that one of the cues you

look at is the eyes the eyes are the

window to the soul and you’re not alone

around the world almost every culture

one of the top cues is eyes but the

research over the last 50 years says

there’s actually no reliable cue to

deception which blew me away and it’s

one of the hard lessons I learned when I

was a customs officer the eyes do not

tell us whether somebody’s lying or not

some situations yes high stakes maybe

their pupils dilate their pitch goes up

their body movements change a little bit

but not all the time not for everybody

it’s not reliable strange the other

thing is that just because you can’t see

me doesn’t mean I’m going to lie it’s

common sense but one important finding

is that we live for a reason we lie to

protect ourselves or for our own gain or

for somebody else’s gain so

are some pathological liars but they

make up a tiny portion of the of the

population we lie for a reason just

because people can’t see us doesn’t mean

we’re going to necessarily lie well I

think there’s actually something much

more interesting and fundamental going

on here the next big thing for me the

next big idea we can find by going way

back in history to the origins of

language most linguists agree that we

started speaking somewhere between

50,000 and a hundred thousand years ago

that’s a long time ago a lot of humans

have lived since then we’ve been talking

I guess about fires and caves and

saber-toothed Tigers I don’t know what

they talked about but they were doing a

lot of talking and that get said there’s

a lot of humans evolving speaking about

a hundred billion people in fact what’s

important though is that writing only

emerged about five thousand years ago so

what that means is that all the people

before there was any writing every word

that they ever said every utterance

disappeared no trace evanescent gone so

we’ve been evolving to talk in a way in

which there is no record in fact even

the next big change to writing was only

500 years ago now with the printing

press which is very recent our past and

literacy rates remained incredibly low

right up until World War two so even the

people of the last two millennia most of

the words they ever said disappeared

let’s turn to now the networked age how

many of you have recorded something

today anybody do any reading today did

anybody write a word it looks like

almost every single person here recorded

something in this room right now we’ve

probably recorded more than almost all

of human pre ancient history that is

crazy we’re entering this amazing period

of flux during human evolution where

we’ve evolved to speak in a way in which

our words disappear but we’re in an

environment where we’re recording

everything in fact I think in the very

near future it’s not just what we write

that will be recorded everything we do

will be recorded

what does that mean what’s the next big

idea from that well as a social

scientist this is the most amazing thing

I have ever even dreamed of now I can

look at all those words that used to for

millennia disappear I can look at lies

that before were said and then gone

remember those a shorter feigning

reviews that we were talking about

before well when they write a fake

review they have to post it somewhere

and it’s left behind for us so one thing

that we did I’ll give you an example of

looking at the language is we paid

people to write some fake reviews one of

these reviews is fake the person never

was at the James hotel the other review

is real the person stayed there now your

task now is to decide which review is

fake I’ll give you a moment to read

through them but I want everybody to

raise their hand at some point remember

I study deception I can tell if you

don’t raise your hand all right how many

of you believe that a is the fake all

right very good about half and how many

of you think that B is all right

slightly more for B excellent

here’s the answer B is a fake well done

second group you dominated the first

group you’re actually a little bit

unusual every time we demonstrate this

it’s usually about a 50/50 split which

fits with the research 54% maybe people

here in Winnipeg are more suspicious and

better at figuring it out there’s cold

hard winters I love it all right so why

do I care about this well what I can do

now with my colleagues in computer

science is we can create computer

algorithms that can analyze the

linguistic traces of deception let me

highlight a couple of things here in the

fake review the first is that Liars tend

to think about narrative they make up a

story who and and what happened and

that’s what happened here our fake

reviewers talked about who they were

with and what they were doing they also

used the first-person singular

I way more than the people to actually

stay there they were inserting them

selves into the hotel review kind of

trying to convince you were there

in contrast the people that wrote the

reviews that were actually there

their bodies were actually entered the

physical space they talked a lot more

about spatial information they said how

big the bathroom was or they said you

know here’s how far shopping is from the

hotel now you guys did pretty well most

people perform a chance of this task our

computer algorithm is very accurate much

more accurate than then humans can be

and it’s not going to be acted all the

time this isn’t a deception detection

machine to tell if your girlfriend’s

lying to you on text messaging we

believe that every lie now every type of

life fake hotel reviews fake shoe

reviews your girlfriend cheating on you

with text messaging those are all

different lives they’re gonna have

different patterns of language but

because everything is recorded now we

can look at all of those kinds of lines

now as I said as a social scientist this

is wonderful it’s transformational we’re

gonna be able to learn so much more

about human thought and expression about

everything from love to attitudes

because everything is being recorded now

but what does it mean for the average

citizen what does it mean for us in our

lives

let’s forget deception for a bit one of

the big ideas I believe is that we’re

leaving these huge traces behind my

inbox and outbox for email is massive

and I never look at it I write all the

time but I never look at my at my record

at my trace and I think we’re gonna see

a lot more of that where we can reflect

on who we are by looking at what we

wrote what we said what we did now if we

bring it back the deception there’s a

couple of takeaway things here first

lying online can be very dangerous right

not only are you leaving a record for

yourself on your machine but you’re

leaving a record on the person that that

you were lying to and you’re also

leaving them around for me to analyze

with some computer algorithms so by all

means go ahead and do that that’s good

but when it comes to lying and what we

want to do with our lives I think we can

go back to Diogenes and

Confucius and they were less concerned

about whether to lie or not to lie and

more concerned about being true to the

self and I think this is really

important now when you are about to say

or do something we can think do I want

this to be part of my legacy part of my

personal record because in the digital

age we live in now in the networked age

we are all leaving a record thank you so

much for your time and good luck with

your record

[Applause]

[音乐]

[音乐]

让我告诉你,这是欺骗的绝佳

月份

,我什至不是在谈论

美国总统竞选 我们有

一位知名记者因

抄袭而被捕 一位年轻的超级明星

作家的预订涉及如此多的制作-

引用他们已将其从

《纽约时报》在虚假书评上曝光的书架上撤下的引述

现在真是太棒了

当然,并非所有的欺骗都成为新闻

事实上,大部分的欺骗都是每天都有的,很多研究表明我们都

在撒谎 正如戴夫建议的那样,每天一到两次,

所以现在大约是 6:30

建议我们大多数人都应该撒谎让我们

看看温尼伯

,在过去的 24 小时内回想一下,你们中有

多少人说了小谎或大谎

有多少人在外面撒了个小

谎 告诉

我你的台词,我 非常非常

曲折 这与许多研究相吻合,这些

研究表明,线条

非常普遍,正是这种普遍性

与作为人类的意义的中心性相结合,我们可以

说真话或编造一些让

人们着迷的事实 纵观历史,

这里有戴灯笼的第欧根尼,

有人知道他在寻找什么

吗 或者说话,

但你相信你在

做什么你相信你的原则

现在我第一次遇到

欺骗比

这些人晚了几千年我

在 90 年代中期是加拿大的海关官员

是的我 在保卫加拿大的

边界 你可能认为那是一种

武器 事实上那是一个印章

我用一个印章来保卫加拿大的

边界 我很加拿大

我学到 很多关于

在海关履行职责时的欺骗

,其中之一是我认为我

知道的关于欺骗的大部分内容都是错误

的,今晚我会告诉你其中的一些,但

即使从 1995-96 年开始,我们的

沟通方式就有了 完全

转变了 我们发电子邮件 我们发短信 我们 Skype 我们

Facebook 简直太疯狂了

几乎人类

交流的方方面面都发生了变化,

当然这对欺骗产生了影响

让我告诉你

一些我们一直在追踪的新欺骗

记录他们被

称为袜子木偶管家和

中国水军这听起来

有点像一本奇怪的书,但实际上

它们都是新类型的生活让我们

从管家开始这里有一个

例子在我的路上有人曾经

写过 在我的路上那么你也撒谎了

我们从来没有在路上我们正在

考虑继续我们的路上这是

另一个对不起我之前没有回复你

我的电池没电了你的

电池没有没电你没有 t 在广告中 ead zone

你只是不想回应那

个人,那是最后一次,当

你和某人交谈时,你说

对不起,我有工作了,但真的,

你只是无聊,你想和

其他

人交谈 其中是关于一种关系

,这是一个 24/7 全天候连接的世界,一旦

你得到我的手机号码,你就可以

一天 24 小时与我保持联系,所以这些谎言被

人们用来创造一个像管家一样的缓冲区

过去常常在我们之间以及与

其他人的联系之间做,但

他们非常特别,他们使用

来自使用技术的模棱两可,你

不知道我在哪里,我在做什么,

或者我和谁在一起,他们的目标是 在

保护关系方面,这些

人不仅仅是混蛋,这些

人在说看我

现在不想和你说话,或者我当时不想

和你说话,但我仍然关心

你我们的关系仍然 现在很重要

,另一方面,袜子木偶是

一个完全不同的动物 l 袜子

木偶本身不是模棱两可,而是

关于身份,让我给你举一个

最近的例子,就像上周一样,

这是 RJ Ellery 畅销书作者,

在英国,这是他

最畅销的书之一,这是一位

在线和亚马逊上的评论家 Nicodemus Jones 我最喜欢的

是它可能会做的任何其他事情,

它会触动你的灵魂,当然

你可能会怀疑 Nicodemus Jones

是 RJ Ellery 他写了非常非常积极的

评论关于自己的惊喜

现在这个停放的袜子木偶

实际上并不是那么新 沃尔特·惠特曼(Walt Whitman)

在互联网技术出现前一天也这样做了,

当我们达到规模时,袜子木偶变得有趣了,这

是中国水军的领域

制作内容

可能是评论可能是

宣传政府雇用这些人

公司

在北美各地雇用他们我们称之为astrotu rf

II an - 草坪很常见,现在

有很多担忧我们

看到这一点,尤其是产品评论

书我们已经使用了从酒店

到天气的所有东西来判断烤面包机是不是一个好

烤面包机现在看看这三个

评论或 这三种类型的

欺骗,我认为互联网

真的让我们成为了一个欺骗性的物种,

尤其是当你想到

人造草皮时,我们可以看到欺骗

被扩大到规模,但实际上

我所发现的与现在有很大不同

,让我们把 除了

我敢肯定你们都没有去过的在线匿名性爱聊天室之外,

我可以向

你保证那里存在欺骗行为,让我们

抛开尼日利亚王子

给你发邮件说要把 4300 万人带

出这个国家,让我们忘记

那个人 - 让我们专注于

我们的朋友

和家人以及我们的同事和我们

所爱的人之间的对话,这些对话才是

真正重要的技术

做什么 - 欺骗 伙计们,这里有

几项

研究 我们所做的一项研究称为日记

研究,我们要求人们记录

他们一生中所有的对话

7 天,然后我们可以做的

是计算有多少谎言

每次对话都发生在媒体

中,我们得到

的最令人们惊讶的发现是,电子邮件

是这三种媒体中最诚实的

,它确实让人们陷入了一个循环,

因为我们认为没有

非语言暗示,所以为什么不 你说谎更多

电话对比 谎言一次

又一次 我们会一次又一次地看到

电话 如果人们说谎最多的设备

,也许是因为

管家的谎言含糊不清,正如我告诉

你的那样,

这往往

与 人们期望

简历怎么样 我们做了一项研究

,我们让人们申请工作,

他们可以使用

传统的纸质简历或在 LinkedIn 上申请工作,LinkedIn

是一个像 Face 这样的社交网站

书,但对于专业人士而言,

涉及与简历相同的信息,

我们发现太多人感到惊讶的

是,那些 LinkedIn 简历

在对雇主重要的事情上更诚实,

比如你的职责、

你的技能或你以前的工作

你知道 Facebook 本身怎么样 我们总是

认为,嘿,有这些理想化的

版本,人们只是在展示

他们生活中发生的最好

的事情 人们的性格 他们

有四个好朋友 判断一个人

的性格 然后他们有

陌生人 许多陌生人

仅从 Facebook 判断一个人的性格

他们发现这些

性格判断几乎

相同 高度相关意味着

Facebook 个人资料确实反映了我们的

实际情况 个性很好,

网上约会怎么样,我的意思是那是一个

漂亮的骗局 ptive space 我相信你们

都有用过

网恋的朋友,他们会告诉你关于

他来的时候没有头发的那个男人

或者那个看起来一点也

不像她的照片的女人,我们真的很

感兴趣 所以我们所做的

就是把人们在网上约会的人带进

实验室,然后我们测量

他们的身高,把他们靠在墙上,我们把

他们放在秤上,让她们的体重女士们

喜欢,然后我们实际上拿到了他们的

驾驶执照,以获得他们的 年龄和

我们发现的非常有趣

这是一个男人的例子,

底部的高度是他们

说他们

在 y 轴上的个人资料中有多高 向上垂直通道是

他们实际上有多高 那条

对角线是 真相线,如果他们

在上面有点,他们说的是

真的,正如你所看到的,大多数小点

都在这条线下面这意味着所有

的人都

在谎报他们的身高事实上他们谎报了他们的身高

大约十分之九 的 一英寸我们

在实验室里所说的强四舍五入

你会得到两个五八和 1/10 和繁荣

五九但这里真正重要的

是看看他们聚集的所有那些点

非常接近真相我们

发现是百分之八十 我们的

参与者确实在其中

一个方面撒了谎,但他们总是撒了一点谎,

其中一个原因

很简单,如果你去

约会喝咖啡,你和你所说的完全

不同,

所以人们撒了谎 经常,但他们

巧妙地撒谎并没有太多他们

受到很好的约束 什么解释了所有这些

事情 什么解释了这样一个事实,

尽管我们的直觉包括

很多在线交流

技术中介的交流

比面对面的交流更诚实,这

真的很奇怪 怎么办 我们很好地解释了这

一点,一件事是我们可以

看看欺骗检测文献

它是一个非常古老的文献到现在

它已经出现了 50 年它已经被

审查了很多

数以千计的试验 数百项研究

并且有一些非常令人信服的

发现 第一个是在

检测欺骗方面非常糟糕 真的很差

54% 的平均准确率

当你不得不告诉某人刚刚

说一个陈述是不是在撒谎时

糟糕,为什么它如此糟糕

,这与匹诺曹的鼻子有关如果

我要问你们,

当你看着某人并且你

想知道他们是否在撒谎时,你依靠

什么你注意什么暗示 对

你们大多数人来说,你看到的线索之一

是眼睛,眼睛是

灵魂的窗户,你在

世界各地并不孤单

50 年说

实际上没有可靠的

欺骗线索让我大吃一惊,这是

我当海关官员时学到的惨痛教训之一

继承人的瞳孔扩大他们的音调上升

他们的身体动作有一点点变化

但不是一直都不是

每个人都不可靠奇怪另一

件事是仅仅因为你看不到

我并不意味着我会撒谎它是

常识,但一个重要的发现

是,我们活着是有原因的,我们撒谎是为了

保护自己,或者为了自己的利益,或者

为了别人的利益

仅仅

因为人们看不到我们并不意味着

我们一定会撒谎

在语言起源的历史上,

大多数语言学家都同意我们

50,000 到 10 万

年前的某个地方开始说话,那是很久以前很多人

从那时起生活的地方,我猜我们一直在

谈论火灾和 洞穴和

剑齿虎我不知道

他们在说什么,但他们

说了很多话,据说

有很多人类在进化,谈到

一千亿人,事实上

重要的是,写作只

出现在关于 五千年前,

这意味着所有的人

在有任何文字之前

,他们曾经说过的每一句话每一句话都

消失了,踪迹消逝了,所以

我们一直在进化,以一种

实际上没有记录的方式交谈 甚至

写作的下一个重大变化也发生在

500 年前,现在有了

印刷机,这是我们最近的历史,

直到第二次世界大战之前识字率仍然非常低,所以即使

是过去两千年的人们,他们所写的

大部分文字也是如此 说消失了

让我们转向现在网络时代

你们中有多少人今天记录了一些东西

今天有没有人做任何阅读今天有没有

人写过一个词看起来

几乎每个人他

现在在这个房间里重新记录了一些东西我们

可能已经记录了几乎所有

的人类前古代

疯狂的历史我们正在进入

人类进化过程中这个惊人的变化时期

文字消失了,但

我们所处的环境实际上是在记录

一切

作为一名社会

科学家,这是我梦寐以求的最令人惊奇的事情

现在我可以

看到那些曾经

消失了数千年的词我可以看到

之前说过然后消失的谎言

记住那些简短的假装

评论 我们之前谈论的

很好,当他们写假

评论时,他们必须将其发布在某个地方,

而它却留给了我们,所以我们做的一件事

我会给你一个例子来

看看语言是我们派 d

人们写一些假评论 其中一个

是假的 这个人从来没有去过

詹姆斯酒店 另一个评论

是真的 那个人住在那里 现在你的

任务是确定哪个评论是

假的 我给你一点时间阅读

通过他们,但我希望每个人

在某个时候举手记得

我研究欺骗我可以告诉你如果

你不举手

好吗你们中有多少人相信a是假的,

好吧,很好大约一半,有多少

人 你认为 B

对 B 还好一点 优秀

这是答案 B 是一个假的做得好的

第二组 你主导了第一

组 你实际上

每次我们证明这一点时都有点不寻常

通常大约是 50/50 的分裂

符合研究 54% 也许

温尼伯的人们更怀疑,

更善于发现寒冷的

严冬 我喜欢它,所以我为什么要

关心这件事 我

现在可以和计算机

科学领域的同事一起做 能够 创建

可以分析

欺骗的语言痕迹的计算机算法让我

虚假评论中强调几件事首先是说谎者

倾向于考虑叙述他们编造一个

故事谁和发生了什么,

这就是这里发生的事情我们的假

评论者谈论他们

和谁在一起以及他们在做什么他们还

使用第一人称单数

我比实际住在那里的人更多

他们将

自己插入酒店评论中

试图说服你在

那里 写

评论的人实际上在那里

他们的身体实际上进入了

物理空间 他们谈论了更多

关于空间信息 他们说

浴室有多大 或者他们说你

知道这里的购物距离

酒店有多远 现在你们做得很好 好吧,大多数

人都有机会完成这项任务,我们的

计算机算法非常

准确,比人类准确得多

,但事实并非如此

这不是一个欺骗检测

机器来判断你的女朋友

是否在短信上对你撒谎我们

相信现在每一个谎言每一种

生活假酒店评论假鞋

评论你的女朋友

通过短信欺骗你 这些都是

不同的生活,他们会有

不同的语言模式,但

因为现在一切都被记录下来了,我们现在

可以看到所有这些类型的台词,

正如我作为一名社会科学家所说的那样,

这太棒了,它是变革性的,我们

将能够 更多地

了解人类的思想和表达,

从爱到态度,

因为现在一切都在被记录,

但这对普通

公民意味着什么它对我们的生活意味着什么

让我们忘记欺骗,因为这是

一个伟大的想法 我相信我们

在我的收件箱和发件箱后面留下了这些巨大的痕迹

,因为电子邮件是巨大的

,我从不看它我一直在写,

但我从不看我的

记录我的踪迹,我想我们会

看到更多的东西,我们可以

通过查看我们写的内容来反思我们是谁

,我们说的话我们现在做了什么如果我们

把它带回来欺骗有

几个外卖 首先

在网上撒谎可能非常危险

,您不仅要

在机器上为自己

留下记录,而且要在撒谎的人身上留下记录

,并且还要

将它们留在周围供我分析

有了一些计算机算法,所以

无论如何都要继续这样做,这很好,

但是当谈到撒谎以及我们

想用我们的生活做什么时,我认为我们可以

回到第欧根尼和

孔子那里,他们不太

关心是否撒谎或 不要撒谎,

更关心做真实的

自己,我认为

现在当你要说

或做一些我们可以认为的事情时,这真的很重要,我是否希望

这成为我

个人记录的遗产部分,因为在

我们生活的数字时代 在网络时代

我们都在留下记录

非常感谢您的时间并祝

您的记录好运

[鼓掌]