In Search Of The Intelligent Museum

even though my

talk’s title rather boldly declares

that i would be on a mission in search

of the intelligent museum

i have to say that i’ve never seen

myself as a museum person

i can recall from my youth that the art

museum experience

was always too much of an intangible

experience for me so there were artworks

they were hanging on the walls or they

were put on pedestals

but in almost any case there were those

captions saying don’t touch

so it was not very easy for me to engage

with it

i didn’t get any access

later i had my first encounters with

media

arts and participatory artistic practice

and this was like a revelation to me

and today here i stand i’m a media

artist i

quite often use state-of-the-art

technologies in

many different configurations in

artistic projects

i like to observe how

technology can change the societal

status quo

and how it can unfold disruptive

potentials

and basically that’s at what i’m doing

at the zkm

center for art in media where i

currently work

i work at artistic research and

development

the zkm is a rather unique institution

which is operating at the intersection

of art

sciences technology and society

our core mission is to perpetuate the

classical arts

into the digital age and we are not only

doing this

by means of artistically producing

and developing but we also have a

world-class museum

and we have a top-notch art and museum

educational squad

and together with these people i did

have some vivid exchange and we were

discussing the recent developments in

artificial intelligence

because we were observing in how far our

society gradually transforms into

a data-driven society that’s not least

due to the advent of the artificial

intelligence technologies

okay so now you might think oh ai

that’s something for the i.t people or

for the robotics engineers

or for the data scientists but i think

it’s about time

that we make it a matter of public

concern

those technologies they are permanently

surrounding us in the digital

age while some of those might actually

get considered

your everyday little helpers just like

text translation tools auto

transcription

or maybe those handy systems on

youtube netflix spotify etc

some other technologies might actually

fuel your everyday dystopia

and among these are surveillance

technologies

deep fakes and politically motivated

opinion robots

so how can we inspire and encourage

people

to critically engage with artificial

intelligence and together with the

german museum in munich

we made a project out of it the

intelligent museum

that’s a four year spanning project

which we kicked off earlier this year

it is generously funded by the german

federal foundation of culture

and its overall goal is to

experimentally test out a new museum

experience

would like to open up a big field of

experimentation

for art science technology

and public discourse

and with this project we are drawing on

an expanded concept of the museum

so what is the role and the function of

a museum today

is it collecting preserving exhibiting

maybe all three but we believe that it

is about time that we expand beyond that

scope

so to us museums are

social spaces those are open community

places

people come together they meet they

exchange

ideas and they can critically reflect on

those ideas

so i think this already does sound like

the ideal breeding ground

for public discourse to appear

and we would like to enable our visitors

to being able to broadly discuss ai

topics

we would on the one hand like them to

discuss the chances and the potentials

but also the risk then the possible

ethical implications

and we will hook them up with artists

scientists technologists

and then together we can also tackle the

big questions

how might ai change the concept of work

in the future

how might it affect democracy how

could it change generally our concepts

of

what the future might look like so

as we are also strongly believing that

museums

should be catalysts to the people’s

creativity

curiosity and their eagerness to learn

we will

have experiential presentations

we are not the spokespeople of the

industry but there will be

ai technology sandboxes there will be

lots of hands-on demonstrations

we want that the visitors can get their

hands on the technologies

simply trying them out so that they can

then

discuss them properly and as we are an

art institution

there obviously will be artistic

presentations

so the project will be quite open

to a whole variety of international

artists who work

in many different genres this could be

interactive installations this is a very

specific

art form which draws on the activities

of the visitors so it is a responsive

art form it

adapts to the people’s feedback

but there will also be data

visualizations and sonifications

generative video device art web-based

art you name it

we are interested in the questions those

artists

might evoke we are interested in

how far they expand or extend and stress

the notion we have on artificial

intelligence

so they will be given from us basically

money

and time to being able to elaborate on

their ideas

and to actually producing an artwork we

will share our

knowledge and our resources with them

and we will help them out with the

implementation

and if we don’t come any further then we

will just point them to the smart people

who might know better than we do

we also believe that artists can be very

strong catalysts to marginalized voices

and a museum should be a very inclusive

space

those are polyphonic places where every

voice should be heard and where

everybody should have equal access

so we ask ourselves the question could

we use artificial intelligence

to make the museum experience more

inclusive

and more accessible

so we developed that idea we

successfully want to

build a cognitive system the museum

should get

transformed into a cognitive system so

what is a cognitive system

this is a digital system which has

interfaces

between the physical surroundings on the

one hand

and the visitors on the other hand so it

has

sensors which can basically determine

things

based on how people react

the intelligent museum in the end it

will be capable

of exchanging information auditory

information

visual information and textual

information

so it will become like some sort of

conversation or dialogue between the

museum

and the visitors and for this

we will experimentally test out a whole

variety of new interfacing strategies

so we will experiment for instance with

the

conversational user interfaces like chat

bots

or we will have voice interfaces but

there will also be

interfaces which rely on computer vision

technology

this is a kind of technology which

preoccupies itself

with the way machines do see things

how they perceive the environment

okay so what’s the aim the aim is to

create functional applications

which can increase accessibility so

i give you an example at the moment

we preoccupy ourselves with so-called

spoken language identification

so now i would like you to picture the

following scenario

there is a group of let’s say

spanish-speaking people

entering the museum space and then

starting to

discuss and converse in front of an

artwork

but this particular artwork will be

capable

to detect the spoken languages out of

the language of the visitors

and it can adapt to this and it can then

automatically translate a given digital

label

into the corresponding language so you

see

all of a sudden the language barrier

decreases

and the accessibility increases

we consider the intelligent museum a

learning experiment

so what is an experiment in

collaborative learning

we would like to give the visitors a

possibility to learn from the museum but

the museum should also learn

from its visitors and then

collaboratively

they can become more competent and

more knowledgeable together

speaking of accessibility

for this project we will have a very

strict open source and open access

publishing policy we will

follow the slogan given by the free

software foundation

which goes like public money public code

which basically means that if there is

some public funding involved

the code should be made freely

accessible to the general public

and this we will do all codes which we

will develop as part of this project

will get uploaded onto an open code

repository

and this will be done for at least three

reasons

for quite obvious reasons we want

international developers

communities to being able to participate

in this project

they should be able to help us out they

should make propositions

and suggestions or simply draw on the

codes we already elaborated

secondly we want to work very

transparent

because especially when you work in the

field of data driven applications

which rely on big data sets you must

secure that

all voices are equally represented in

these data sets

you would like to avoid data bias

last but not least we strongly desire to

have

a reuse perspective for this project

so we would like to give the others the

opportunity

to draw on our findings nobody needs to

do the same mistakes we might have done

during this project

everybody can draw on this so this um

should go out to all the institutions to

the

software developers the artists

everybody can make use of it

and this is a way of reaching

sustainability

the intelligent museum in the end we

think that it will

transform us and it will

transform the museum experience

it will become more like a dialogue more

like a

conversation so i accordingly invite you

to join us and to participate

and together we can then collectively

make a quantum leap

into the future thank you

you

尽管我

演讲的标题相当大胆地

宣称我将执行一项

寻找智能博物馆的任务,但

我不得不说,我从未将

自己视为一个博物馆人,

我记得我年轻时的艺术

博物馆

经历总是太

对我来说,这是一种无形的体验,所以有些艺术品

挂在墙上

或放在基座上,

但几乎无论如何都有那些

标题说不要碰,

所以我不太容易参与

其中

我 后来没有任何机会

我第一次接触

媒体

艺术和参与性艺术实践

,这对我来说就像一个启示

,今天我站在这里,我是一名媒体

艺术家,我

经常使用最先进的技术

在艺术项目的许多不同配置中,

我喜欢观察

技术如何改变社会

现状

以及它如何展现破坏性

潜力

,基本上这就是我

在 zkm

媒体艺术中心所做的事情 我

目前工作的地方

我从事艺术研究和

开发 zkm 是一个相当独特的机构

,它在艺术科学技术和社会的交叉点上运作

我们的核心使命是将

古典艺术延续

到数字时代,我们不仅

在这样做

通过艺术生产

和发展,我们也有一个

世界级的博物馆

,我们有一流的艺术和博物馆

教育团队

,和这些人我确实

进行了一些生动的交流,我们

讨论了人工智能的最新发展,

因为 我们正在观察我们的社会在多大程度上

逐渐转变为

一个数据驱动的社会,这尤其是

由于人工智能技术的出现,

好吧,所以现在你可能会认为,哦

,这对

IT 人员、机器人工程师

或 数据科学家,但我认为

时候让公众

关注

他们的技术了 在数字时代永久地

围绕着我们,

而其中一些实际上可能

被视为

您的日常小帮手,就像

文本翻译工具自动

转录

或 youtube netflix 上的那些方便的系统

spotify 等

一些其他技术实际上可能会

助长您的日常反乌托邦

,其中包括 监控

技术

深度伪造和出于政治动机的

意见机器人

那么我们如何才能激发和鼓励

人们批判性地参与

人工智能,我们与

慕尼黑的德国博物馆一起

制作了一个项目

智能博物馆

,这是一个为期四年的项目

,我们启动了 今年早些时候,

它得到了德国

联邦文化基金会的慷慨资助

,其总体目标是

实验性地测试一种新的博物馆

体验,

希望为艺术科学技术和公共话语开辟一个广阔的

实验

领域

,通过这个项目,我们 正在绘制

一个扩展的 博物馆的概念

那么今天博物馆的角色和功能

是什么 收集 保存 展览

可能所有这三者都可以,但我们相信现在

是时候超越这个

范围了,

所以对我们来说,博物馆是

社交空间,是开放的社区

场所

人们聚在一起

交流

想法,他们可以批判性地反思

这些想法,

所以我认为这听起来确实

是公共话语出现的理想温床

,我们希望让我们的访问者

能够广泛讨论

我们的人工智能主题 一方面希望他们

讨论机会和潜力

,还有风险,然后是可能的

道德影响

,我们会将他们与艺术家

科学家技术专家联系起来

,然后我们还可以一起解决

人工智能如何改变概念的大问题

未来的工作

它会如何影响民主 它又会如何

普遍地改变我们

对未来可能是什么样子的概念

因为我们也坚信

博物馆

应该成为人们

创造力

好奇心和学习热情的催化剂,

我们将

进行体验式演示,

我们不是行业的代言人,

但会有

人工智能技术沙盒,会有

很多动手演示

我们希望参观者可以通过

简单的尝试来掌握这些技术,以便他们可以

适当地讨论它们,因为我们是一家

艺术机构

,显然会有艺术

展示,

因此该项目将对

各种国际人士开放

以多种不同类型工作的艺术家 这可能是

互动装置 这是一种非常

具体的

艺术形式,它利用参观者的活动

,因此它是一种响应式

艺术形式,它

适应人们的反馈,

但也会有数据

可视化和声音

生成 视频设备艺术基于网络的

艺术你的名字

我们对这些问题感兴趣 这些

艺术家

可能会唤起我们对

他们扩展或扩展的程度感兴趣,并强调

我们对人工智能的概念,

因此我们基本上会给他们

金钱

和时间来阐述

他们的想法

并实际制作我们将要制作的艺术品

与他们分享我们的知识和资源,

我们将帮助他们实施

,如果我们不进一步,我们

只会将他们指向

可能比我们更了解的聪明人

我们也相信艺术家可以 非常

强烈的边缘化声音催化剂

和博物馆应该是一个非常包容的

空间

那些是和弦的地方,每个

声音都应该被听到,

每个人都应该有平等的机会,

所以我们问自己一个问题,我们是否可以

使用

人工智能让博物馆体验更具

包容性

并且更易于访问,

因此我们提出了我们

想要成功

建立一个博物馆应该转变的认知系统的想法

认知系统

什么是认知系统

这是一个数字系统,

一方面在物理环境

和参观者之间有接口,所以它

传感器,基本上可以

根据人们的

反应来确定事物 智能博物馆 最终它将

能够交换信息、听觉

信息、

视觉信息和文本

信息,

因此它会变成博物馆和参观者

之间的某种对话或对话

,为此

我们将试验性地测试

各种新的接口策略,

所以 例如,我们将尝试

对话式用户界面,例如聊天

机器人,

或者我们将拥有语音界面,

但也会有

依赖计算机视觉技术的界面,

这是一种

专注

于机器看待事物

方式的技术。 环境

还可以所以目的是什么目的是

创造福

可以增加可访问性的功能性应用程序,所以

我给你一个例子,现在

我们全神贯注于所谓的

口语识别,

所以现在我想让你想象一下

下面的场景,

有一群说

西班牙语的人

进入博物馆 空间,然后

开始

在艺术品前讨论和交谈,

但是这件特定的艺术品将能够

从参观者的语言中检测出口语

,它可以适应这一点,然后可以

自动将给定的数字标签翻译

成 相应的语言,所以

你突然看到语言障碍

减少

,可访问性增加

我们认为智能博物馆是一个

学习

实验所以什么是

协作学习实验

我们想给参观者一个

从博物馆学习的可能性,

但博物馆 还应该

向访问者学习,然后通过

协作,

他们可以变得更加 c 有能力

和知识渊博

谈到这个项目的可访问

性,我们将有一个非常

严格的开源和开放获取

发布政策,我们将

遵循自由

软件基金会

给出的口号,就像公共资金公共代码

,这基本上意味着如果有

一些 所涉及的公共资金

代码应

免费向公众开放

,我们将这样做 我们

将作为该项目的一部分开发的所有代码

将上传到一个开放的代码

存储库中

,这将至少

出于三个原因 我们希望

国际开发者

社区能够

参与这个项目的明显原因

他们应该能够帮助我们 他们

应该提出建议

和建议,或者只是利用

我们已经阐述的代码

其次我们希望工作非常

透明,

因为特别是当你工作时 在

依赖大数据集的数据驱动应用领域,您必须

了解 治愈

所有声音在

这些

数据集中的平等代表

最后但并非最不重要的一点是,我们强烈希望

对这个项目有一个重用的观点,

所以我们想让其他人有

机会利用我们没有人需要的发现

做我们在这个项目中可能犯的同样的错误,

每个人都可以借鉴这个,所以这个嗯

应该向所有的机构发给

软件开发人员,艺术家

每个人都可以使用它

,这是实现

可持续发展

的一种方式智能博物馆 最后,我们

认为它会

改变我们,它会

改变博物馆的体验,

它会变得更像是一场对话,

更像是一场

对话,所以我相应地邀请你

加入我们并参与其中

,然后我们可以

共同实现一个巨大的

飞跃 未来谢谢你