AI Are we ready to hand it over to the machine

[Music]

i want to

ask you two questions

every revolution comes with an utopia

and a dystopia and i’ve been working in

communications for

26 27 years now

and i have seen many revolutions

many of the results of these resolution

revolutions

we consider more or less normal and we

are used to them

but i think at the moment we

are witnessing a very big revolution

a very important revolution and it’s

basically driven by

artificial intelligence

and if you focus on the

of on the size and the impact of this

revolution

you realize that we have to be careful

we have to be careful

that the whatever is happening

technically

is based on values we agree on

and before we look into the future i

would love to

take a look into the past because i

think we can learn

a lot from what we’ve gone through the

last 20 years and if you look

back you know in 1990 1994

i read this article about mosaic and i

was absolutely thrilled by these things

that were happening

and i was absolutely convinced that it

will change the world and it changed the

world

at that time we all maul is all pioneers

at that time were very optimistic we all

believe that

free access to free information

will free the mind of the people and

lead to free

societies but at the end we have to

realize

part of it happened and parts of it

didn’t happen

so if we look at the past i think we

have we get

good information how to behave for the

future

so let’s uh think about the two

questions

that i have the one question is

what you tell utopias came true and the

second

question is which dystopias came true

and looking at the utopias i must say

i’m still

more than happy that i live now that

i’ve gone through the

last 20 years i love technology

technological progress i love everything

that is happening

things are you know improving it’s

always you know

something new you have to recombine

things you have to understand

things everything is moving very fast i

love that

and parts of the original idea survived

the 20 years ideas like free more or

less free communication with everybody

you want to communicate with

you can find people all over the world

more or less without restrictions that

are interested in the same things as you

are

and things like this so it’s it’s very

open it’s very

uh accessible you know the internet

changed the world a lot in this

in this part but there are also

dystopias that came through

for example something we are very

suffering a lot

recently is this whole thing the

fake news filter bubbles misinformation

so free access to information is not

always information

access to good information sometimes

it’s really bad information

and the second part is that it’s

we all started kind of equal when it

when the world wide web

opened for us but now we are not equal

anymore there are huge corporations

um that dominate the cyberspace and that

are

very important i mean for for several

reasons

and that are very strong and uh

to show you a little bit how big and

important

uh they are i have a little chart

that was the questions now the chart

shows

um just you know give you a glimpse of

how powerful they are

the chart shows the market shares of

facebook and google in different

countries for example here in

in the us it’s 50 in the uk 65 percent

and in germany even 75 percent

and the the cake they are eating

is getting bigger and bigger because

more and more ads uh

go online so that is something that came

true uh or that not came true that was

the dystopia that

at the beginning we did not really

expect but there was if you look back

back we were very naive so it’s not

really surprising that we have this now

and what is the what are the values that

drive this

development the values are more i would

say kpis

it’s about attracting attention of as

many users as possible

as long as possible and it is selling

these attention selling ads to the users

that’s basically what happened and so if

you look at

the original idea of the free web and

all that stuff

you know there’s not much left here it’s

not free it’s all

you know kpi driven more or less

so that should teach us that we have

a chance to lead the stuff the future

in in into the right direction but

there’s also a dystopian aspect of it

so

now we are witnessing and it’s um even

bigger revolution

um since we you know we reflect the past

now we look into the future and we

realize it’s

it’s a revolution that is going deeper

and it’s for me it’s always kind of

difficult to explain how

deep it goes and how exactly uh

uh it will change the world but i have a

very strong feeling that it’s extremely

deep

i have a little chart i already that

already shows the original situation

where we come from

the individual and the world that’s what

we see

that’s how we’ve been living for

millions of years

and in the time of the mass media some

devices

came in like tv or radio

these devices are still part of our

world

and there are devices you switch them on

you switch them

off it’s very simple and we are used to

that and

you know we exist around these devices

we still have a strong interaction with

the world

besides these devices and i would say

starting in the 90s we got a completely

different development

now we are more and more surrounded by a

layer

a digital layer that is always on there

is a big big difference

and that is more and more driven by

artificial intelligence

i think that’s very important and that’s

something we really have to realize that

is a

real game changer and it all started

with the

spread of the smartphone with the iphone

in 2007 since that we have a device that

is extremely personal

that is very close to us and that

contains more or less all aspects of our

life

that’s the reason why i think there’s

really a difference now

if you focus if you look at it

it’s you know if you think about your um

the

last two days or last week

you have to realize that even we are on

the revolution is already is only

starting

we’re already doing a lot of decisions

machine based and that’s what i mean

with this digital layer

you know the interaction with the world

is not neutral it’s not us in the world

and a few tools that we switch on and

off we are more and more relying on

machines we check the weather to find

out what to wear tomorrow

we check the route to the beach if it’s

sunny

we check the stock market we check

prices for sneakers we do

everything we communicate all the time

with these devices

so they are not separate from us they’re

getting closer and closer to us

and there is uh there are a lot of

devices coming like voice interaction

tools like

alexa or google homepod or something

like that

vr ar and more things to come watches

so the digital layer that surrounds us

is

is tightening up and is getting more and

more

between us and the world

so if we think we if we agree on that

we must say you know we really have to

think about

what is driving these machines what is

happening inside of the machines

what is happening in these algorithmic

systems

what is happening in this artificial

intelligence services

that make decisions and artificial

intelligence

is uh is uh different than it used to be

so far up to now there were algorithmic

systems

that reacted on us i artificial

intelligence is more

you know it’s self-learning systems and

they predict the future

and on this prediction they make

decisions

that’s so we have now in our

digital layer decision making

self-learning systems

so if you think about that we have to

really

decide what values they’re based on as i

described in the first phase of the

revolution

we have values that maybe we do not

fully agree on

like you know attract as much attention

and sell the

the user data and the attention of the

user so my suggestion is

we need a i based on humanistic values

if we agree on that we have to look at

three

questions question number one what are

humanistic values

question number two what happens when

a.i does not include them question

number three

how can we include them we go through

this so

the debate about what are humanistic

values can be

big and long but let

let’s make it short i found a very good

concept

from amartya sen and martha

nussbaum two authors who wrote

that or developed this idea

that societies the goal of humanistic

societies

is to improve increase the capabilities

of the

people not of a few person individuals

but all of them so if education is good

for

increasing capabilities you invest in

education and the same you can transfer

it to the

to technology because technology is

there to improve the

capabilities of human beings so we could

say that

if we want technology that is based on

on

humanistic values we need technology

that

improves the capabilities of people

okay if we agree on that we go to the

next

question what happens when ai does not

include them

that’s the second question very

important we can see that we don’t have

to speculate it we can look at what is

happening at the moment

we see that a lot of companies and

countries are

investing in ai i give you a short

idea of the amounts that are invested

and who

invests how much and you can see the

main drivers are the us

and china and if you look at their

values or their systems that they are

establishing

you see that on one side china is trying

to use

ai to get more control over people so

the state

knows it all and the u.s are trying to

use ai to get control over profit so the

market knows it all

so i must say i neither want to live in

a

you know state controlled system nor do

i want to be

in a in a market controlled system

so that’s why i say we need

oh sorry we need we need

humanistic values in this in this

to emphasize how important it is i can

show you what

facebook did lately they did they

checked what

natural engagement patterns exist

in connection to the content so on the

right side you see prohibited content

on the left side allowed content and the

engagement of people

is in the allowed content section is

average and the closer it gets to

prohibited content

the clo the more engagement

develops so that’s a real problem so

they’re

looking for our instincts and how to get

them

and how to use them to um to

give us a feeling of you know intense

experience and stuff like this

so we should be very careful with all

that

and we should focus on the next question

the most important question how can we

include them how can we include

humanistic values into artificial

intelligence

um we have i think the most important

thing that we have to realize is

that we are the generation who will

decide where we are going

who will make the this future the

utopian future or the dystopian future

exists we decided now and

we have strong allies i would

emphasize that we have to get

the the transparency and the design of

ai

regulated and there’s a strong ally like

the

european union which is really strong if

you look

at for example

what the big tech companies spend on

lobbying in brussels you see that big

tech

companies nearly spend three times more

than the

top seven car manufacturers so they

agree on how powerful the eu

is if you

if we agree on this we should um

that’s not everything so we should when

you when you vote

look for parties that think that ai is

important

that work for this humanistic

value idea there’s a

german author ferdinand from shirak

who is trying to get the eu

um to recognize

um some aspects that are seem important

that people don’t get

manipulated that people don’t get spied

on and things like this

but on an individual level you can do a

lot you know

because it’s a fantastic time and a

fantastic world to change the future

and to work together and

i think if you if you have money invest

in companies that

are focused on

humanistic ai based on humanistic values

if you look for a job if you’re young

invest your time and your brain

into this if you work in politics

of course you should focus on the

humanistic values

values and it’s not just something that

the techies should do

it’s important for the whole society

it’s

important for all of us because it’s as

i told you

it’s part of this digital layer that

will define our relationship

and our in interaction with the world so

it’s really time

to wake up and to stand up and to work

for a better future

with technology that supports us and

makes uh

our capabilities as individuals and as

humans bigger so please wake up and

stand up and i say that

as a human being a european

citizen as a professional um

from communi from the you know

communications

and as a father i hope you

agree and i hope you join in the quest

for the better future

thank you very much

you

[音乐]

想问你两个问题

每次革命都伴随着一个乌托邦

和一个反乌托邦,我已经在

通信领域工作了

26 27 年

,我已经看到了许多革命

,这些解决革命的许多结果

我们认为更多或 不太正常,我们

已经习惯了,

但我认为目前我们

正在目睹一场非常大的革命,

一场非常重要的革命,它

基本上是由人工智能驱动的

,如果你关注

这场革命的规模和影响,

你就会意识到 我们必须小心,

我们必须小心

,无论从技术上讲,发生的事情

都是基于我们同意的价值观

,在我们展望未来之前,我

很想回顾一下过去,因为我

认为我们可以

从中学到很多东西 过去 20 年我们所经历的

,如果你

回顾一下,你知道 1990 年 1994 年

我读了这篇关于马赛克的文章,我

对正在发生的这些事情感到非常兴奋

,我被赦免了 坚信它

会改变世界,它改变了当时的

世界

我们所有人都是

当时的先驱者 非常乐观 我们都

相信

自由获取免费信息

将解放人们的思想并

导致自由

社会 最后,我们必须

意识到

它的一部分发生了,部分

没有发生

所以如果我们回顾过去,我认为

我们已经得到了

很好的信息如何为未来表现,

所以让我们想想我的两个

问题 第一个问题是

你告诉乌托邦实现了什么,

第二个

问题是哪个反乌托邦实现了

热爱技术

技术进步 我热爱

正在发生的

一切事情 你知道吗 改进它

总是你知道

一些新的东西 你必须重新组合

事情 你必须了解

事情 一切都在快速发展 我

喜欢那个

和 最初的想法的一部分

在 20 年中幸存下来 像免费这样的想法

或多或少与你想与之交流的每个人自由交流

你可以在世界各地

或多或少地找到对

与你相同的事物感兴趣的人

这个所以它非常

开放它非常

容易访问你知道互联网

在这部分改变了世界很多

但也有

反乌托邦通过

例如我们最近非常

痛苦的

事情这整件事

假新闻过滤器 冒泡错误信息,

因此免费获取信息并不

总是

获取好信息的信息,有时

它是非常糟糕的信息

,第二部分是

当万维网为我们打开时,我们都开始平等,

但现在我们

不再平等 嗯,有一些大公司

主导着网络空间,这

非常重要,我的意思是有几个

原因

,而且非常 强大,呃

,向你展示它们有多大和

重要,

呃,我有一个小图表

,现在图表显示的问题

是你知道的,让你一瞥

它们的强大

,图表显示了 Facebook 的市场份额

和不同国家的谷歌,

例如

在美国,英国是 50,占 65%

,在德国甚至是 75%

,他们吃的蛋糕

越来越大,因为

越来越多的广告

上线,所以这就是 成

真了,或者没有成真,那是

一开始我们并没有真正

预料到的反乌托邦,但如果你回头看,

我们非常天真,

所以我们现在拥有这个并不奇怪

,什么是什么是什么

推动这种

发展的价值观 价值观更多 我

想说的是,

kpis 是关于尽可能

多地吸引尽可能多的用户的注意力

,它是

向用户出售这些注意力销售广告,

这基本上是什么 发生了,所以如果

你看看

免费网络的最初想法和

所有

知道的东西,这里

已经不多了 把

未来塞进正确的方向,但

它也有反乌托邦的一面,所以

现在我们正在目睹,这是

一场更大的革命,

嗯,因为我们知道我们反映了过去,

现在我们展望未来,我们

意识到

这是一场革命 越来越深

,对我来说,总是有点难以解释它的

深度以及它将如何

改变世界,但我有一种

非常强烈的感觉,它非常

我有一个小图表,我

已经显示了

我们

来自个人和世界的原始情况,这就是

我们所

看到的,这就是我们生活了

数百万年的方式

,在大众媒体时代,一些

设备

出现了,比如电视或收音机,

这些设备 CES仍然是我们

世界的一部分

,有些设备你打开它们就

关掉它非常简单,我们已经习惯

了,

你知道我们存在于这些设备周围

,除了这些设备之外,我们仍然与世界有很强的互动

,我 会说

从 90 年代开始,我们得到了完全

不同的发展,

现在我们越来越多地被一层包围,一个

始终存在的数字层

有很大的不同

,而且越来越受到人工智能的驱动,

我认为这非常重要 这

是我们真正必须意识到的事情,这

是一个

真正的游戏规则改变者,这一切都

始于 2007 年智能手机与 iphone 的普及,因为我们拥有一个

非常个人

化的设备,它离我们非常近,并且

包含更多或 少了我们

生活

方方面面,

这就是为什么我认为现在

真的有不同的原因 或者上周

你必须意识到,即使我们

正在进行革命,也只是

刚刚开始,

我们已经在做很多

基于机器的决策,这就是我

对这个数字层的意思,

你知道与世界的互动

不是中立的,它是 不是世界

上的我们,以及我们打开和关闭的一些工具

我们越来越依赖

机器我们检查天气以

了解明天穿什么

我们检查去海滩的路线如果

天气晴朗

我们检查股票市场我们 检查

运动鞋的价格

我们一直在

与这些设备进行交流,

因此它们与我们没有分离,它们

离我们越来越近,

并且有很多

设备,例如语音交互

工具,例如

alexa 或 google homepod 或

类似的 VR

AR 和更多的东西来观看

所以我们周围的数字层

正在收紧并且

在我们和世界之间越来越多

所以如果我们认为如果我们同意

我们必须说你知道我们真的必须

考虑是

什么在驱动这些机器

机器内部发生了

什么这些算法

系统中

正在发生什么在这个人工智能服务中发生了什么

做出决策和人工智能

是呃呃呃不同 与过去相比,

到目前为止,有算法

系统

对我们做出反应。

人工智能更多的是

你知道它是自学习系统,

它们预测未来,

并根据这个预测做出

决定

,这就是我们现在在我们的

数字 分层决策制定

自学习系统,

因此,如果您考虑一下,我们必须

真正

决定它们所基于的价值观,正如我

在革命的第一阶段所描述的那样,

我们拥有的价值观也许我们并不

完全同意,

就像你知道的那样 尽可能多地关注

出售用户数据和用户的注意力,

所以我的建议是,

如果我们同意,我们需要基于人文价值观的人工智能 n 我们必须看

三个

问题 问题一 什么是

人文价值

问题二 当人工智能不包括它们时会发生什么

问题三

我们如何包括它们 我们经历了

这个,所以

关于什么是人文价值的辩论

可能

很大 长话短说,我

从 amartya sen 和 martha

nussbaum 两位作者那里

发现了一个非常好的概念

个人,

但所有人,所以如果教育有利于

提高能力,你投资于

教育,同样,你可以将

其转移

到技术上,因为

技术可以

提高人类的能力,所以我们可以

说,

如果我们想要技术 基于

人文主义价值观,我们需要

能够

提高人们能力的技术,

如果我们同意,我们将进入

下一个

质疑当人工智能不包括它们时会发生什么

这是第二个问题非常

重要我们可以看到我们

不必推测它我们可以看看目前正在

发生的事情

我们看到很多公司和

国家都

在投资人工智能 我简要

介绍了投资金额

以及谁

投资了多少,您可以看到

主要驱动因素是美国

和中国,如果您查看

他们正在建立的价值观或系统,

您会看到一方面是中国 正在

尝试使用

人工智能来更好地控制人们,

这样国家就

知道这一切,而美国正试图

使用人工智能来控制利润,所以

市场知道这一切,

所以我必须说我不想生活在

一个

你知道的国家 受控系统,

我也不想

处于市场受控系统中,

所以这就是为什么我说我们需要

哦,对不起,我们需要我们需要

人文主义价值观,

以强调它的重要性我可以

向你展示

Facebook 最近做了什么他们做了 他们

检查了

与内容相关的自然参与模式,因此在

右侧,您会在左侧看到禁止的内容

允许的内容并且

人们的参与

度在允许的内容部分是

平均的,并且它越接近

禁止的内容

越接近 更多的参与度

发展了,所以这是一个真正的问题,所以

他们正在

寻找我们的直觉以及如何获得

它们

以及如何使用它们来

让我们感觉你知道强烈的

经验和类似的东西,

所以我们应该非常小心所有

那我们应该关注下一个

问题最重要的问题我们如何

将它们包括在内我们如何将

人文价值观纳入

人工智能我们有我认为我们必须意识到的最重要的

事情

是我们是决定的一代

我们要去哪里

谁将使这个未来成为

乌托邦未来或反乌托邦未来

存在我们现在决定并且

我们有强大的盟友我会

强调t 我们必须让人工智能

的透明度和设计受到

监管,并且有一个像欧盟这样

强大盟友,如果

看看大型科技公司

在布鲁塞尔游说上的花费,你会发现大型

科技

公司几乎 花费

前七大汽车制造商

的三倍,因此

他们同意欧盟的强大

程度 为这种人文

价值理念而工作 有一位

来自 shirak 的德国作家 ferdinand

试图让欧盟

um 承认

um 一些看起来很重要的方面

,人们不会被

操纵,人们不会被监视

,诸如此类,

但是 在个人层面上,你可以做

很多你知道的事情,

因为这是改变未来和共同努力的美好时光和

美好世界

我认为如果你有钱投资

我 n

专注于

基于人文价值观的人文人工智能的公司

如果你年轻时找工作,

投入你的时间和大脑

在这方面 如果你从事政治工作

,当然你应该关注

人文

价值观,而不仅仅是

技术人员应该做的事情

这对整个社会很

重要 这对我们所有人都很重要,因为正如

我告诉你的那样,

它是这个数字层的一部分,

它将定义我们的关系

以及我们与世界的互动,所以

现在是

时候醒来了 站起来,用支持我们的技术

为更美好的未来

而努力,

使

我们作为个人和

人类的能力变得更大,所以请醒醒,

站起来,我说

作为一个人类,作为一个欧洲

公民,作为一个来自Community的专业人士

从你知道的

通讯中

,作为父亲,我希望你

同意,我希望你加入追求

更美好的未来

,非常感谢你