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人工智能、区块链 以及欧洲的未来.docx
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人工智能、区块链 以及欧洲的未来.docx
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Artificial intelligence, blockchain and
the future of Europe:
How disruptive technologies
create opportunities for a green and digital
economy
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Artificial intelligence, blockchain and
the future of Europe:
How
disruptive
technologies
create
opportunities
for
a
green
and
digital
economy
Main
Report
June
2021
Prepared
for:
The
European
Commission
(DG
CONNECT)
By:
Innovation
Finance
Advisory,
part
of
the
European
Investment
Bank's
advisory
services
Authors: Arnold
Verbeek, Maria Lundqvist
Supervisor:
Shiva
Dustdar
Contributions from Cristian Antoci, Alberto Casorati, Gabriela Macehko Magurova, Jerome Marcelino
(Operations Directorate), Alejandro Raboso, Manuel Tarazona (Projects Directorate)
EC
Report
Coordinators:
Bjorn-Soren
Gigler,
Yves
Paindaveine,
Luuk
Borg
(DG
CONNECT)
This
report
was
produced
with
funding
from
the
European
Union,
under
the
InnovFin
mandate.
Contact:
innovfinadvisory@eib.org
Consultancy
support:
Oliver
Wyman
![](https://csdnimg.cn/release/download_crawler_static/89159049/bg4.jpg)
Artificial intelligence, blockchain and the future of Europe: How disruptive technologies create
opportunities for a green and digital economy
© European Investment Bank, 2021
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All
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reserved.
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should
be
addressed
to
publications@eib.org
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credits:
Shutterstock.
Authorisation
to
reproduce
or
use
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photos
must
be
requested
directly
from
the
copyright
holder.
The findings, interpretations and conclusions are those of the authors and do not necessarily reflect
the views of the European Investment Bank.
For further information on the EIB’s activities, please consult our website, www.eib.org.
You can also contact our InfoDesk, info@eib.org
Disclaimer
This Report should not be referred to as representing the views of the European Investment Bank (EIB), of the
Innovation Finance Advisory (IFA), of the European Commission (EC), or of other European Union (EU) institutions
and bodies. Any views expressed herein, including interpretation(s) of regulations, reflect the current views of
the author(s), which do not necessarily correspond to the views of the EIB, of the IFA, of the EC, or of other EU
institutions and bodies. Views expressed herein may differ from views set out in other documents, including
similar research papers published by the EIB, the IFA, the EC, or other EU institutions and bodies. Contents of this
Report, including views expressed, are current at the date of publication set out above, and may change without
notice. No representation or warranty, express or implied, is or will be made, and no liability or responsibility is
or will be accepted by the EIB, the IFA, the EC, or other EU institutions and bodies in respect of the accuracy or
completeness of the information contained herein, and any such liability is expressly disclaimed. Nothing in this
Report constitutes investment, legal, or tax advice, nor shall be relied upon as such advice. Specific professional
advice should always be sought separately before taking any action based on this Report. Reproduction,
publication, and reprint are subject to the authors’ prior written authorisation.
Published by the European Investment Bank.
Printed on FSC® Paper.
The EIB uses paper certified by the Forest Stewardship Council (FSC). Because it’s made by people who like trees.
FSC promotes environmentally sound, socially beneficial, and economically viable management of the world’s
forests. We all know reading is good for you. It’s good for the planet, too – as long as you read on the right paper.
pdf:
QH-09-21-205-EN-N ISBN
978-92-861-5039-5 DOI
10.2867/126279
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i
Table
of
contents
Foreword....................................................................................................................iii
Executive
summary......................................................................................................1
Introduction...............................................................................................................................1
Bottlenecks
in
AI
and
blockchain
financing
.....................................................................................4
Recommendations .................................................................................................................11
1.
Context,
objectives
and
approach
....................................................................17
1.1.
Context ...................................................................................................................17
1.2.
Objectives ...............................................................................................................20
1.3.
Approach ................................................................................................................20
1.4.
Key
inputs ................................................................................................................21
1.4.1.
Databases...............................................................................................................21
1.4.2.
SME
survey
and
interviews
..........................................................................................21
1.4.3.
Interviews
with
financial
market
participants
...............................................................22
1.4.4.
Case
studies
.............................................................................................................23
1.4.5.
Desk-based
research
...................................................................................................23
2.
The AI
and blockchain landscape
.....................................................................
25
2.1.
Artificial intelligence
..................................................................................................25
2.1.1.
Definition.................................................................................................................25
2.1.2.
Key trends across domains and sectors
........................................................................26
2.1.3.
Key
benefits
of
AI
for
companies
.................................................................................28
2.1.4.
Key
ongoing
initiatives
within
the
European
Union
........................................................29
2.2.
Blockchain...............................................................................................................32
2.2.1.
Definition.................................................................................................................32
2.2.2.
Key trends across domains and sectors
........................................................................33
2.2.3.
Key
benefits
of
blockchain
for
companies
.....................................................................34
2.2.4.
Key
ongoing
initiatives
within
the
European
Union
........................................................34
2.3.
Convergence of AI, blockchain and IoT
.........................................................................37
3.
The
EU
and
international
ecosystems
for
AI
and
blockchain
..............................39
3.1.
Number
of
AI
and
blockchain
SMEs
............................................................................39
3.2.
Global
equity
investments
in
AI
and
blockchain
............................................................42
3.3.
Key enablers for AI and blockchain technologies
...........................................................44
3.3.1.
Talent and research publications
.................................................................................45
3.3.2.
Digital
economy
performance
......................................................................................46
3.3.3.
Data
availability........................................................................................................48
4.
The
investment
gap
for
AI
and
blockchain
.......................................................51
4.1.
Equity
investment
gap
...............................................................................................53
4.1.1.
Bottom-up approach
.................................................................................................53
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