SlideShare uma empresa Scribd logo
1 de 36
Baixar para ler offline
Making Things in 2030 –
Implications for Policy
Andy Wyckoff, Director
Alistair Nolan, Senior Economist
Directorate for Science, Technology and Innovation, OECD
TA CR Day, Prague,
October 20th 2016
The NPR will be a confluence of new
technologies…..
….underpinned by digital
technologies.
Autonomous
machines and
systems
Artificial
Intelligence
Cloud
computing
Human-
Machine
integration
System
integration
Internet of
Things
Big data
Simulations
Additive
manufacturing
(3D printing)
Contribution to potential per capita output growth (% pts unless otherwise noted)
Source: OECD Economic Outlook 2016, Volume 1.
-0.5
0.0
0.5
1.0
1.5
2.0
2.5
-0.5
0.0
0.5
1.0
1.5
2.0
2.5
1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
Capital per worker MFP
Potential employment rate Active population rate
Potential per capita growth (%)
Pre-crisis: MFP story Post-crisis: K story
The possible productivity benefits of digital
technologies are urgently needed.
-Output and productivity in US firms that adopt data-driven
decision making are 5% to 6% higher than expected given
those firms’ other investments in ICTs
- (Brynjolfsson, Hitt and Kim, 2011).
-The Internet of Things reduces costs among industrial
adopters by 18% on average.
- (Vodatafone, 2015).
-Autonomous mine haulage trucks could increase output by
15-20%, lower fuel consumption by 10-15% and reduce
maintenance costs by 8%.
- (Citigroup-Oxford Martin School, 2015).
Selected themes – digital
technologies
Autonomous
machines and
systems
Artificial
Intelligence
Cloud
computing
Human-
Machine
integration
System
integration
Internet of
Things
Big data
Simulations
Additive
manufacturing
(3D printing)
Policy challenges include
-Broadening access to critical ICT infrastructures.
-Reducing barriers to diffusion, increasing
interoperability.
-Resolving issues of liability, transparency and
ownership.
-Managing digital security and privacy.
Selected Themes - 3D printing
Selected Themes - 3D printing
Selected Themes - 3D printing
Could have positive environmental effects
E.g. It permits many materials to be shaped in ways previously possible
only with plastics.
E.g. 3D-printed parts can also lower the environmental impacts of some
products (3D-printed nozzles in jet engines lower fuel consumption).
Selected Themes - 3D printing
Could have positive environmental effects
E.g. It permits many materials to be shaped in ways previously possible
only with plastics.
E.g. 3D-printed parts can also lower the environmental impacts of some
products (3D-printed nozzles in jet engines lower fuel consumption).
But how widespread will 3D-printing be in manufacturing ?
Much machining work is now replaced by 3D-printing :
Boeing has replaced hundreds of parts.
But machining is a small part of manufacturing (+/- 5% by
value).
Selected Themes - 3D printing
Could have positive environmental effects
E.g. It permits many materials to be shaped in ways previously possible
only with plastics.
E.g. 3D-printed parts can also lower the environmental impacts of some
products (3D-printed nozzles in jet engines lower fuel consumption).
But will 3D-printing become widespread in manufacturing ?
Much machining is now replaced by 3D-printing – and
Boeing has replaced hundreds of parts.
But machining is a small share of all production (+/- 5% by
value).
From a ‘green’ standpoint, policy challenges include:
• Create a voluntary certification system to label 3D
printers with different grades of sustainability;
• Remove intellectual property barriers to enable 3D
printing of repair parts for products no longer in
production.
• X-border shipment of “printer” cartridges (toxic
materials)
• Purity of required feedstock precludes using recycled
materials.
Bio-based products are becoming
widespread and familiar
Automotive
– Tyres
– Bioplastics, interior paneling
– Textiles
- biobased surfactants and
lubricants
Consumer Goods
– Enzymes in Detergents
– Biobased Cosmetics
– Biological Dental Care
– Biobased Packaging
– Biobased Sweeteners
– Enzymes as Additives
Health, Medical Tech.
– Biological Coatings
– Implants
– Diagnostics
Building Industry
– Biological Insulating Materials
– Biobased Building Material
– Biobased Construction Chemicals
Nutrition
– Food Security
– Healthy Diets and Additives
– Biobased Flavourings
Medicine
– Biopharmaceuticals
– Antibiotics
– Tissue Replacement
Energy
– Biofuels
– Bioenergy
– Biogas
Source: Courtesy of BIOCOM AG, Germany
Bio-based production creates policy
challenges, for instance…
Automotive
– Tyres
– Bioplastics, interior paneling
– Textiles
- biobased surfactants and
lubricants
Consumer Goods
– Enzymes in Detergents
– Biobased Cosmetics
– Biological Dental Care
– Biobased Packaging
– Biobased Sweeteners
– Enzymes as Additives
Health, Medical Tech.
– Biological Coatings
– Implants
– Diagnostics
Building Industry
– Biological Insulating Materials
– Biobased Building Material
– Biobased Construction Chemicals
Nutrition
– Food Security
– Healthy Diets and Additives
– Biobased Flavourings
Medicine
– Biopharmaceuticals
– Antibiotics
– Tissue Replacement
Energy
– Biofuels
– Bioenergy
– Biogas
Source: Courtesy of BIOCOM AG, Germany
-Screening processes for manufacture and sale of
synthetic DNA (avoid dubious customers);
-Public-private investments in bio-refineries;
-Improve regulation, e.g.
-Boost the use of standards to reduce barriers to
trade in bio-based products.
-Improve waste regulation.
- Develop interdisciplinary skills
Selected Themes – Nantoechnology
Electron microscope image of gold
mesh. Each hole is 175
nanometers in diameter, smaller
than the wavelength of light. Can
increase efficiency of solar cells
175%.
Nanotechnology-enabled printing
of solar cells (can move away from
energy-intensive zone-melting
processes used for traditional
silicon solar cells).
Selected Themes - New materials
Selected Themes - New materials
New policy issues: cybersecurity risks.
Older policy issues: Close collaboration needed
between industry, universities, research funding
agencies and public laboratories.
Some Cross-Cutting Issues
Sound science and R&D policies are
essential
…but many countries have reduced
public spending on R&D…
Public R&D budgets 2008-2015 : G7,Korea and Czech
Republic, Index 2008 = 100
80
90
100
110
120
130
140
2008 2009 2010 2011 2012 2013 2014 2015
United States
Italy
Czech Republic
Germany
Korea
Japan
Canada
United Kingdom
France
Cross-country differences in resource flows to patenting firms
Change in financial inputs associated with a 10% change in patent stock
(2003-2010)
Note: The black dot shows the country-specific point estimate while the grey bands denote the 90% confidence interval (note
that the confidence intervals vary across countries due to differences in the number of observations).
Source: Andrews, Criscuolo and Menon (2014) based on firm level data from the ORBIS-Patstat Database for the non-farm
business sector
Governments must create an
environment for business dynamism
Well designed institutions needed for
technology diffusion and adoption
0
10
20
30
40
50
60
70
% All enterprises 10-49 50-249 250+
Source: OECD Science, Technology and Industry Scoreboard 2015.
Enterprises using cloud computing services by employment size class, 2014
As a percentage of enterprises in each employment size class
0
10
20
30
40
50
60
70
% All enterprises 10-49 50-249 250+
Source: OECD Science, Technology and Industry Scoreboard 2015.
Enterprises using cloud computing services by employment size class, 2014
As a percentage of enterprises in each employment size class
”We have to execute quickly, otherwise those who are already
leading in digital will snatch the industrial production from us.”
Angela Merkel, World Economic Forum 2015
We need well designed institutions for
technology diffusion and adoption
0
10
20
30
40
50
60
70
% All enterprises 10-49 50-249 250+
Source: OECD Science, Technology and Industry Scoreboard 2015.
Enterprises using cloud computing services by employment size class, 2014
As a percentage of enterprises in each employment size class
”We have to execute quickly, otherwise those who are already
leading in digital will snatch the industrial production from us.”
Angela Merkel, World Economic Forum 2015
- Just 18% of German companies familiar with the term ‘Industry
4.0’
- Only 4% of German businesses have implemented digitalised
and networked production processes or have plans to begin
doing so.
ZEW Mannnheim 2015 survey of 4,500 German businesses
We need well designed institutions for
technology diffusion and adoption
NPR will create new challenges for the
intellectual property system
Copyrights, patents, trademarks,
designs
T M
NPR will create new challenges for the
intellectual property system
Copyrights, patents, trademarks,
designs
T M
For example:
- We may need to rethink some aspects of IP rules in a
world where machines can invent things.
- Will 3D printing create challenges for patent
eligibility, for instance if printed human tissue
improves on the original ?
- Should there be a public domain for designs that allow
parts for old products to be printed?
NPR may need changes to labour
market policies
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
NPR may need changes to labour
market policies
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
A version of IBM’s Watson can act as a customer
service agent (Rotman, 2013).
NPR may need changes to labour
market policies
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
A version of IBM’s Watson can act as a customer
service agent (Rotman, 2013).
Computer-based managers are being trialled. These
allocate work and schedules (Lorentz et al, 2015).
NPR may need changes to labour
market policies
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
A version of IBM’s Watson can act as a customer
service agent (Rotman, 2013).
Computer-based managers are being trialled. These
allocate work and schedules (Lorentz et al, 2015).
NPR may need changes to labour
market policies
The Quill programme writes analytic reports and
Automated Insights can draft text from spreadsheets.
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
A version of IBM’s Watson can act as a customer
service agent (Rotman, 2013).
Computer-based managers are being trialled. These
allocate work and schedules (Lorentz et al, 2015).
NPR may need changes to labour
market policies
The Quill programme writes analytic reports and
Automated Insights can draft text from spreadsheets.
Recent softwares interpret some human emotion
better than humans (Khatchadourian, 2015).
Complex aspects of the work of software engineers
can be performed by algorithms (Hoos, 2012).
A version of IBM’s Watson can act as a customer
service agent (Rotman, 2013).
Computer-based managers are being trialled. These
allocate work and schedules (Lorentz et al, 2015).
NPR may need changes to labour
market policies
The Quill programme writes analytic reports and
Automated Insights can draft text from spreadsheets.
Recent softwares interpret some human emotion
better than humans (Khatchadourian, 2015).
- More self-employment, as technology
displaces labour and lowers start-up costs?
- Are any Labour Ministries preparing for
driverless vehicles ?
- More sub-national policy, as NPR technologies
amplify effects of initial skills endowments ?
Education and training systems
needs constant attention
Two thirds of people surveyed lack the skills to succeed in technology-rich
environments
very low skills or opted
out of the test
low skills
medium skills
solid skills
2 out of
3
people
lack
skills
for the
digital
age
32
Education and training systems
needs constant attention
Two thirds of people surveyed lack the skills to succeed in technology-rich
environments
very low skills or opted
out of the test
low skills
medium skills
solid skills
2 out of
3
people
lack
skills
for the
digital
age
33
-But it is not only about balancing skills supply
and demand.
-Increasing importance of inter-disciplinary
education and research?
-More interaction with industry as the
knowledge content of production rises?
Other cross-cutting issues
Policy also needs long-term thinking.
This has challenges, of course:
Robert Metcalfe, inventor of Ethernet, in 1995:
"I predict the Internet will soon go spectacularly
supernova and in 1996 catastrophically collapse”
Public attitudes have shaped regulation of new
technologies in the recent past
Public acceptance might also be important.
http://www.vinnova.se/en/misc/Smart_Industry_Conference/
http://oe.cd/npr-industry
NPR Conference –
November 17th and 18th, Stockholm
Co-organised with Vinnova and Sweden’s Ministry of
Enterprise and Innovation
300 policymakers, industrialists, academics and
policy analysts to consider the main themes of the
NPR
Thank you

Mais conteúdo relacionado

Mais procurados

Industry 4.0 pai
Industry 4.0 paiIndustry 4.0 pai
Industry 4.0 paiJayesh Pai
 
Digital Enterprise: Industry 4.0
Digital Enterprise: Industry 4.0Digital Enterprise: Industry 4.0
Digital Enterprise: Industry 4.0Ali Riza ERSOY
 
Smart Engineering - The Impact of Industry 4.0 on PLM
Smart Engineering - The Impact of Industry 4.0 on PLMSmart Engineering - The Impact of Industry 4.0 on PLM
Smart Engineering - The Impact of Industry 4.0 on PLMJoseph Lopez, M.ISM
 
Industry 4.0 pai
Industry 4.0 paiIndustry 4.0 pai
Industry 4.0 paiJayesh Pai
 
Industry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and FactoriesIndustry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and FactoriesFabernovel
 
What is an industry 4.0 cmms
What is an industry 4.0 cmms What is an industry 4.0 cmms
What is an industry 4.0 cmms Mobility Work
 
Industry 4.0 : Digital Reinvention in Manufacturing Industry
Industry 4.0 : Digital Reinvention in Manufacturing IndustryIndustry 4.0 : Digital Reinvention in Manufacturing Industry
Industry 4.0 : Digital Reinvention in Manufacturing IndustryEthan Chee
 
How did Industry 4.0 begin and the changes it is causing
How did Industry 4.0 begin and the changes it is causingHow did Industry 4.0 begin and the changes it is causing
How did Industry 4.0 begin and the changes it is causingWg Cdr Jayesh C S PAI
 
The Dawn of Industry 4.0
The Dawn of Industry 4.0The Dawn of Industry 4.0
The Dawn of Industry 4.0CPqD
 
The way forward - Transforming Towards Industry 4.0
The way forward - Transforming Towards Industry 4.0The way forward - Transforming Towards Industry 4.0
The way forward - Transforming Towards Industry 4.0Wg Cdr Jayesh C S PAI
 
SITIST 2015 Dev - Industry 4.0
SITIST 2015 Dev - Industry 4.0SITIST 2015 Dev - Industry 4.0
SITIST 2015 Dev - Industry 4.0sitist
 
Industry 4.0 and sustainable energy
Industry 4.0 and sustainable energyIndustry 4.0 and sustainable energy
Industry 4.0 and sustainable energyBayu imadul Bilad
 
Why Cloud Matters in Industry 4.0
Why Cloud Matters in Industry 4.0Why Cloud Matters in Industry 4.0
Why Cloud Matters in Industry 4.0Ridi Fe
 
Towards a Connected World of Supply Chain - Industrie 4.0
Towards a Connected World of Supply Chain - Industrie 4.0Towards a Connected World of Supply Chain - Industrie 4.0
Towards a Connected World of Supply Chain - Industrie 4.0Sarathy Kalaichelvan
 

Mais procurados (20)

Industry 4.0
Industry 4.0 Industry 4.0
Industry 4.0
 
Industry 4.0 pai
Industry 4.0 paiIndustry 4.0 pai
Industry 4.0 pai
 
Digital Enterprise: Industry 4.0
Digital Enterprise: Industry 4.0Digital Enterprise: Industry 4.0
Digital Enterprise: Industry 4.0
 
Smart Engineering - The Impact of Industry 4.0 on PLM
Smart Engineering - The Impact of Industry 4.0 on PLMSmart Engineering - The Impact of Industry 4.0 on PLM
Smart Engineering - The Impact of Industry 4.0 on PLM
 
Industry 4.0 pai
Industry 4.0 paiIndustry 4.0 pai
Industry 4.0 pai
 
Industry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and FactoriesIndustry 4.0: Merging Internet and Factories
Industry 4.0: Merging Internet and Factories
 
What is an industry 4.0 cmms
What is an industry 4.0 cmms What is an industry 4.0 cmms
What is an industry 4.0 cmms
 
Industry 4.0 : Digital Reinvention in Manufacturing Industry
Industry 4.0 : Digital Reinvention in Manufacturing IndustryIndustry 4.0 : Digital Reinvention in Manufacturing Industry
Industry 4.0 : Digital Reinvention in Manufacturing Industry
 
How did Industry 4.0 begin and the changes it is causing
How did Industry 4.0 begin and the changes it is causingHow did Industry 4.0 begin and the changes it is causing
How did Industry 4.0 begin and the changes it is causing
 
Industry 4.0 for beginners
Industry 4.0 for beginnersIndustry 4.0 for beginners
Industry 4.0 for beginners
 
Industry 4.0
Industry 4.0Industry 4.0
Industry 4.0
 
Industry 4.0-sgd-mar-2016
Industry 4.0-sgd-mar-2016Industry 4.0-sgd-mar-2016
Industry 4.0-sgd-mar-2016
 
The Dawn of Industry 4.0
The Dawn of Industry 4.0The Dawn of Industry 4.0
The Dawn of Industry 4.0
 
The way forward - Transforming Towards Industry 4.0
The way forward - Transforming Towards Industry 4.0The way forward - Transforming Towards Industry 4.0
The way forward - Transforming Towards Industry 4.0
 
SITIST 2015 Dev - Industry 4.0
SITIST 2015 Dev - Industry 4.0SITIST 2015 Dev - Industry 4.0
SITIST 2015 Dev - Industry 4.0
 
Industry 4.0 and sustainable energy
Industry 4.0 and sustainable energyIndustry 4.0 and sustainable energy
Industry 4.0 and sustainable energy
 
Why Cloud Matters in Industry 4.0
Why Cloud Matters in Industry 4.0Why Cloud Matters in Industry 4.0
Why Cloud Matters in Industry 4.0
 
Industry 4.0
Industry 4.0Industry 4.0
Industry 4.0
 
Towards a Connected World of Supply Chain - Industrie 4.0
Towards a Connected World of Supply Chain - Industrie 4.0Towards a Connected World of Supply Chain - Industrie 4.0
Towards a Connected World of Supply Chain - Industrie 4.0
 
Logistics 4.0
Logistics 4.0Logistics 4.0
Logistics 4.0
 

Destaque

Caravan jewellery range overview
Caravan jewellery range overviewCaravan jewellery range overview
Caravan jewellery range overviewram raju
 
Gazte irekia
Gazte irekiaGazte irekia
Gazte irekialexion
 
Actividades en ludico educativo ♥
Actividades en ludico educativo ♥Actividades en ludico educativo ♥
Actividades en ludico educativo ♥marithza1998
 
Neuronas y neurotransmisores
Neuronas y neurotransmisoresNeuronas y neurotransmisores
Neuronas y neurotransmisoresmarilynabc
 
Reporte de investigación
Reporte de investigaciónReporte de investigación
Reporte de investigaciónErika Tapia
 
Social media strategie randstad nederland
Social media strategie randstad nederlandSocial media strategie randstad nederland
Social media strategie randstad nederlandBart Sikkema
 
Slideshare
SlideshareSlideshare
SlideshareICABABY
 
Apresentação Estação Meteorologica - 2º Período
Apresentação Estação Meteorologica - 2º PeríodoApresentação Estação Meteorologica - 2º Período
Apresentação Estação Meteorologica - 2º PeríodoMeteo Team
 
Sales gauge-10tips-negotiation
Sales gauge-10tips-negotiationSales gauge-10tips-negotiation
Sales gauge-10tips-negotiationTim Haller
 
Demotivators in intercultural companies (english version)
Demotivators in intercultural companies (english version)Demotivators in intercultural companies (english version)
Demotivators in intercultural companies (english version)Alexey Kuksenok
 
Fenòmens estrambòtics al laboratori
Fenòmens estrambòtics al laboratoriFenòmens estrambòtics al laboratori
Fenòmens estrambòtics al laboratoriCarlosLlopis
 

Destaque (20)

Equipment list
Equipment listEquipment list
Equipment list
 
Caravan jewellery range overview
Caravan jewellery range overviewCaravan jewellery range overview
Caravan jewellery range overview
 
Doc1
Doc1Doc1
Doc1
 
Gazte irekia
Gazte irekiaGazte irekia
Gazte irekia
 
Enerflex Compression
Enerflex CompressionEnerflex Compression
Enerflex Compression
 
Actividades en ludico educativo ♥
Actividades en ludico educativo ♥Actividades en ludico educativo ♥
Actividades en ludico educativo ♥
 
Garage Door Repair San Francisco
Garage Door Repair San FranciscoGarage Door Repair San Francisco
Garage Door Repair San Francisco
 
Neuronas y neurotransmisores
Neuronas y neurotransmisoresNeuronas y neurotransmisores
Neuronas y neurotransmisores
 
Present Continuous (intermidiate level)
Present Continuous (intermidiate level)Present Continuous (intermidiate level)
Present Continuous (intermidiate level)
 
Reporte de investigación
Reporte de investigaciónReporte de investigación
Reporte de investigación
 
Social media strategie randstad nederland
Social media strategie randstad nederlandSocial media strategie randstad nederland
Social media strategie randstad nederland
 
Slideshare
SlideshareSlideshare
Slideshare
 
Fmp moodboard 2
Fmp moodboard 2Fmp moodboard 2
Fmp moodboard 2
 
APERA-TERA 2016
APERA-TERA 2016APERA-TERA 2016
APERA-TERA 2016
 
Apresentação Estação Meteorologica - 2º Período
Apresentação Estação Meteorologica - 2º PeríodoApresentação Estação Meteorologica - 2º Período
Apresentação Estação Meteorologica - 2º Período
 
Evolucion de la Web
Evolucion de la WebEvolucion de la Web
Evolucion de la Web
 
Piano imagen
Piano imagenPiano imagen
Piano imagen
 
Sales gauge-10tips-negotiation
Sales gauge-10tips-negotiationSales gauge-10tips-negotiation
Sales gauge-10tips-negotiation
 
Demotivators in intercultural companies (english version)
Demotivators in intercultural companies (english version)Demotivators in intercultural companies (english version)
Demotivators in intercultural companies (english version)
 
Fenòmens estrambòtics al laboratori
Fenòmens estrambòtics al laboratoriFenòmens estrambòtics al laboratori
Fenòmens estrambòtics al laboratori
 

Semelhante a TA CR Day - Making things in 2030 (Andrew Wyckoff, OECD)

The Next Big Thing in Technology: What innovations will have the biggest impa...
The Next Big Thing in Technology: What innovations will have the biggest impa...The Next Big Thing in Technology: What innovations will have the biggest impa...
The Next Big Thing in Technology: What innovations will have the biggest impa...Career Communications Group
 
5 Manufacturing Technology Trends That Lead to Cost Savings
5 Manufacturing Technology Trends That Lead to Cost Savings5 Manufacturing Technology Trends That Lead to Cost Savings
5 Manufacturing Technology Trends That Lead to Cost SavingsInsight
 
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoT
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoTPete Wassell (Augmate): AR Smart Glasses and the Industrial IoT
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoTAugmentedWorldExpo
 
PTC Product Lifecycle Stories eMagazine - Spring 2014
PTC Product Lifecycle Stories eMagazine - Spring 2014PTC Product Lifecycle Stories eMagazine - Spring 2014
PTC Product Lifecycle Stories eMagazine - Spring 2014PTC
 
Riding the wave of change in manufacturing
Riding the wave of change in manufacturingRiding the wave of change in manufacturing
Riding the wave of change in manufacturingAndreas Schwarzenbrunner
 
Digital Manufacturing & Design Technology
Digital Manufacturing & Design TechnologyDigital Manufacturing & Design Technology
Digital Manufacturing & Design TechnologyManishJoshi224
 
How artificial intelligence use to manufacturing companies
How artificial intelligence use to manufacturing companiesHow artificial intelligence use to manufacturing companies
How artificial intelligence use to manufacturing companieskoteshwarreddy7
 
AR Smart Glasses and the Industrial IoT
AR Smart Glasses and the Industrial IoTAR Smart Glasses and the Industrial IoT
AR Smart Glasses and the Industrial IoTPete Wassell
 
Report 3 the fourth industrial revolution - things to tighten the link betwe...
Report 3  the fourth industrial revolution - things to tighten the link betwe...Report 3  the fourth industrial revolution - things to tighten the link betwe...
Report 3 the fourth industrial revolution - things to tighten the link betwe...Rick Bouter
 
Sogeti things - the fourth industrial revolution - things to tighten the li...
Sogeti   things - the fourth industrial revolution - things to tighten the li...Sogeti   things - the fourth industrial revolution - things to tighten the li...
Sogeti things - the fourth industrial revolution - things to tighten the li...polenumerique33
 
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...VINTlabs | The Sogeti Trendlab
 
Advanced Manufacturing – Solutions That Are Transforming the Industry
Advanced Manufacturing – Solutions That Are Transforming the IndustryAdvanced Manufacturing – Solutions That Are Transforming the Industry
Advanced Manufacturing – Solutions That Are Transforming the IndustryMRPeasy
 
Rise of the Automatons: ABB and the Evolution of Robotics
Rise of the Automatons: ABB and the Evolution of RoboticsRise of the Automatons: ABB and the Evolution of Robotics
Rise of the Automatons: ABB and the Evolution of RoboticsCapgemini
 
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)PwC France
 
Industry 4.0 – Tech Trends Driving Innovation in Manufacturing
Industry 4.0 – Tech Trends Driving Innovation in ManufacturingIndustry 4.0 – Tech Trends Driving Innovation in Manufacturing
Industry 4.0 – Tech Trends Driving Innovation in ManufacturingBernard Marr
 
The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing Bernard Marr
 
Llanza-A-2015-MScManagement
Llanza-A-2015-MScManagementLlanza-A-2015-MScManagement
Llanza-A-2015-MScManagementÁlvaro Llanza
 
AlexChausovsky_Inside3DPrintingSingapore_2015
AlexChausovsky_Inside3DPrintingSingapore_2015AlexChausovsky_Inside3DPrintingSingapore_2015
AlexChausovsky_Inside3DPrintingSingapore_2015MecklerMedia
 
10 Most Disruptive Automation Companies to Watch
10 Most Disruptive Automation Companies to Watch10 Most Disruptive Automation Companies to Watch
10 Most Disruptive Automation Companies to WatchMerry D'souza
 
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURING
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURINGSILENT REVOLUTION - 3D PRINTING IN MANUFACTURING
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURINGAnselm Magel
 

Semelhante a TA CR Day - Making things in 2030 (Andrew Wyckoff, OECD) (20)

The Next Big Thing in Technology: What innovations will have the biggest impa...
The Next Big Thing in Technology: What innovations will have the biggest impa...The Next Big Thing in Technology: What innovations will have the biggest impa...
The Next Big Thing in Technology: What innovations will have the biggest impa...
 
5 Manufacturing Technology Trends That Lead to Cost Savings
5 Manufacturing Technology Trends That Lead to Cost Savings5 Manufacturing Technology Trends That Lead to Cost Savings
5 Manufacturing Technology Trends That Lead to Cost Savings
 
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoT
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoTPete Wassell (Augmate): AR Smart Glasses and the Industrial IoT
Pete Wassell (Augmate): AR Smart Glasses and the Industrial IoT
 
PTC Product Lifecycle Stories eMagazine - Spring 2014
PTC Product Lifecycle Stories eMagazine - Spring 2014PTC Product Lifecycle Stories eMagazine - Spring 2014
PTC Product Lifecycle Stories eMagazine - Spring 2014
 
Riding the wave of change in manufacturing
Riding the wave of change in manufacturingRiding the wave of change in manufacturing
Riding the wave of change in manufacturing
 
Digital Manufacturing & Design Technology
Digital Manufacturing & Design TechnologyDigital Manufacturing & Design Technology
Digital Manufacturing & Design Technology
 
How artificial intelligence use to manufacturing companies
How artificial intelligence use to manufacturing companiesHow artificial intelligence use to manufacturing companies
How artificial intelligence use to manufacturing companies
 
AR Smart Glasses and the Industrial IoT
AR Smart Glasses and the Industrial IoTAR Smart Glasses and the Industrial IoT
AR Smart Glasses and the Industrial IoT
 
Report 3 the fourth industrial revolution - things to tighten the link betwe...
Report 3  the fourth industrial revolution - things to tighten the link betwe...Report 3  the fourth industrial revolution - things to tighten the link betwe...
Report 3 the fourth industrial revolution - things to tighten the link betwe...
 
Sogeti things - the fourth industrial revolution - things to tighten the li...
Sogeti   things - the fourth industrial revolution - things to tighten the li...Sogeti   things - the fourth industrial revolution - things to tighten the li...
Sogeti things - the fourth industrial revolution - things to tighten the li...
 
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...
The Fourth Industrial Revolution – Internet of Things to Tighten the Link bet...
 
Advanced Manufacturing – Solutions That Are Transforming the Industry
Advanced Manufacturing – Solutions That Are Transforming the IndustryAdvanced Manufacturing – Solutions That Are Transforming the Industry
Advanced Manufacturing – Solutions That Are Transforming the Industry
 
Rise of the Automatons: ABB and the Evolution of Robotics
Rise of the Automatons: ABB and the Evolution of RoboticsRise of the Automatons: ABB and the Evolution of Robotics
Rise of the Automatons: ABB and the Evolution of Robotics
 
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)
Etude PwC et Strategy& sur l'Industrie 4.0 (mars 2015)
 
Industry 4.0 – Tech Trends Driving Innovation in Manufacturing
Industry 4.0 – Tech Trends Driving Innovation in ManufacturingIndustry 4.0 – Tech Trends Driving Innovation in Manufacturing
Industry 4.0 – Tech Trends Driving Innovation in Manufacturing
 
The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing The 10 Biggest Future Trends In Manufacturing
The 10 Biggest Future Trends In Manufacturing
 
Llanza-A-2015-MScManagement
Llanza-A-2015-MScManagementLlanza-A-2015-MScManagement
Llanza-A-2015-MScManagement
 
AlexChausovsky_Inside3DPrintingSingapore_2015
AlexChausovsky_Inside3DPrintingSingapore_2015AlexChausovsky_Inside3DPrintingSingapore_2015
AlexChausovsky_Inside3DPrintingSingapore_2015
 
10 Most Disruptive Automation Companies to Watch
10 Most Disruptive Automation Companies to Watch10 Most Disruptive Automation Companies to Watch
10 Most Disruptive Automation Companies to Watch
 
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURING
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURINGSILENT REVOLUTION - 3D PRINTING IN MANUFACTURING
SILENT REVOLUTION - 3D PRINTING IN MANUFACTURING
 

Mais de Technologická agentura ČR

Seminář před vyhlášením 1. veřejné soutěže programu ÉTA
Seminář před vyhlášením 1. veřejné soutěže programu ÉTASeminář před vyhlášením 1. veřejné soutěže programu ÉTA
Seminář před vyhlášením 1. veřejné soutěže programu ÉTATechnologická agentura ČR
 
Prezentace k 1. veřejné soutěži programu ZÉTA
Prezentace k 1. veřejné soutěži programu ZÉTAPrezentace k 1. veřejné soutěži programu ZÉTA
Prezentace k 1. veřejné soutěži programu ZÉTATechnologická agentura ČR
 
Seminář ke 3 veřejné soutěži programu EPSILON
Seminář ke 3 veřejné soutěži programu EPSILONSeminář ke 3 veřejné soutěži programu EPSILON
Seminář ke 3 veřejné soutěži programu EPSILONTechnologická agentura ČR
 
Stockelova, T._Odpovědný výzkum a inovace_RRI
Stockelova, T._Odpovědný výzkum a inovace_RRIStockelova, T._Odpovědný výzkum a inovace_RRI
Stockelova, T._Odpovědný výzkum a inovace_RRITechnologická agentura ČR
 
Kraus, M._Gender a rovné příležitosti na TA ČR, program Zéta
Kraus, M._Gender a rovné příležitosti na TA ČR, program ZétaKraus, M._Gender a rovné příležitosti na TA ČR, program Zéta
Kraus, M._Gender a rovné příležitosti na TA ČR, program ZétaTechnologická agentura ČR
 
Petr, J._Gender a inovace z mužské perspektivy
Petr, J._Gender a inovace z mužské perspektivyPetr, J._Gender a inovace z mužské perspektivy
Petr, J._Gender a inovace z mužské perspektivyTechnologická agentura ČR
 
Program ZÉTA - seminář před vyhlášením veřejné soutěže
Program ZÉTA -  seminář před vyhlášením veřejné soutěžeProgram ZÉTA -  seminář před vyhlášením veřejné soutěže
Program ZÉTA - seminář před vyhlášením veřejné soutěžeTechnologická agentura ČR
 
Seminář Podpora inovací a zvýšení konkurenceschopnosti
Seminář Podpora inovací a zvýšení konkurenceschopnostiSeminář Podpora inovací a zvýšení konkurenceschopnosti
Seminář Podpora inovací a zvýšení konkurenceschopnostiTechnologická agentura ČR
 
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela Linková
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela LinkováHorizon 2020 : Projekty kulturní a institucionální změny - Marcela Linková
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela LinkováTechnologická agentura ČR
 
Operační program zaměstnanost - Adéla Purschová
Operační program zaměstnanost - Adéla PurschováOperační program zaměstnanost - Adéla Purschová
Operační program zaměstnanost - Adéla PurschováTechnologická agentura ČR
 
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka Grünbergová
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka GrünbergováProsazování gender mainstreamingu na úrovni vlády ČR - Lenka Grünbergová
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka GrünbergováTechnologická agentura ČR
 
Profesní versus rodinný život žen v regionu - Lenka Bukačová
Profesní versus rodinný život žen v regionu - Lenka BukačováProfesní versus rodinný život žen v regionu - Lenka Bukačová
Profesní versus rodinný život žen v regionu - Lenka BukačováTechnologická agentura ČR
 
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...Technologická agentura ČR
 
Závěrečná prezentace projektu zefektivnění TA ČR
Závěrečná prezentace projektu zefektivnění TA ČRZávěrečná prezentace projektu zefektivnění TA ČR
Závěrečná prezentace projektu zefektivnění TA ČRTechnologická agentura ČR
 
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČR
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČRZvýšení informovanosti o inovacích - projekt Zefektivnění TA ČR
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČRTechnologická agentura ČR
 

Mais de Technologická agentura ČR (20)

Seminář před vyhlášením 1. veřejné soutěže programu ÉTA
Seminář před vyhlášením 1. veřejné soutěže programu ÉTASeminář před vyhlášením 1. veřejné soutěže programu ÉTA
Seminář před vyhlášením 1. veřejné soutěže programu ÉTA
 
Prezentace pro uchazeče 4. vs delta
Prezentace pro uchazeče 4. vs deltaPrezentace pro uchazeče 4. vs delta
Prezentace pro uchazeče 4. vs delta
 
Prezentace k 1. veřejné soutěži programu ZÉTA
Prezentace k 1. veřejné soutěži programu ZÉTAPrezentace k 1. veřejné soutěži programu ZÉTA
Prezentace k 1. veřejné soutěži programu ZÉTA
 
Seminář ke 3 veřejné soutěži programu EPSILON
Seminář ke 3 veřejné soutěži programu EPSILONSeminář ke 3 veřejné soutěži programu EPSILON
Seminář ke 3 veřejné soutěži programu EPSILON
 
TA ČR v Horizontu 2020
TA ČR v Horizontu 2020TA ČR v Horizontu 2020
TA ČR v Horizontu 2020
 
Stockelova, T._Odpovědný výzkum a inovace_RRI
Stockelova, T._Odpovědný výzkum a inovace_RRIStockelova, T._Odpovědný výzkum a inovace_RRI
Stockelova, T._Odpovědný výzkum a inovace_RRI
 
Kraus, M._Gender a rovné příležitosti na TA ČR, program Zéta
Kraus, M._Gender a rovné příležitosti na TA ČR, program ZétaKraus, M._Gender a rovné příležitosti na TA ČR, program Zéta
Kraus, M._Gender a rovné příležitosti na TA ČR, program Zéta
 
Petr, J._Gender a inovace z mužské perspektivy
Petr, J._Gender a inovace z mužské perspektivyPetr, J._Gender a inovace z mužské perspektivy
Petr, J._Gender a inovace z mužské perspektivy
 
Program ZÉTA - seminář před vyhlášením veřejné soutěže
Program ZÉTA -  seminář před vyhlášením veřejné soutěžeProgram ZÉTA -  seminář před vyhlášením veřejné soutěže
Program ZÉTA - seminář před vyhlášením veřejné soutěže
 
Seminář Podpora inovací a zvýšení konkurenceschopnosti
Seminář Podpora inovací a zvýšení konkurenceschopnostiSeminář Podpora inovací a zvýšení konkurenceschopnosti
Seminář Podpora inovací a zvýšení konkurenceschopnosti
 
TA CR Day - Smart Life (Petr Ocko, TA CR)
TA CR Day - Smart Life (Petr Ocko, TA CR) TA CR Day - Smart Life (Petr Ocko, TA CR)
TA CR Day - Smart Life (Petr Ocko, TA CR)
 
Google a diverzita - Petra Pazderková
Google a diverzita - Petra PazderkováGoogle a diverzita - Petra Pazderková
Google a diverzita - Petra Pazderková
 
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela Linková
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela LinkováHorizon 2020 : Projekty kulturní a institucionální změny - Marcela Linková
Horizon 2020 : Projekty kulturní a institucionální změny - Marcela Linková
 
Operační program zaměstnanost - Adéla Purschová
Operační program zaměstnanost - Adéla PurschováOperační program zaměstnanost - Adéla Purschová
Operační program zaměstnanost - Adéla Purschová
 
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka Grünbergová
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka GrünbergováProsazování gender mainstreamingu na úrovni vlády ČR - Lenka Grünbergová
Prosazování gender mainstreamingu na úrovni vlády ČR - Lenka Grünbergová
 
Profesní versus rodinný život žen v regionu - Lenka Bukačová
Profesní versus rodinný život žen v regionu - Lenka BukačováProfesní versus rodinný život žen v regionu - Lenka Bukačová
Profesní versus rodinný život žen v regionu - Lenka Bukačová
 
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...
Zkušenosti s budováním genderové rovnováhy na VŠCHT Praha - Anna Mittnerová, ...
 
Závěrečná prezentace projektu zefektivnění TA ČR
Závěrečná prezentace projektu zefektivnění TA ČRZávěrečná prezentace projektu zefektivnění TA ČR
Závěrečná prezentace projektu zefektivnění TA ČR
 
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČR
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČRZvýšení informovanosti o inovacích - projekt Zefektivnění TA ČR
Zvýšení informovanosti o inovacích - projekt Zefektivnění TA ČR
 
Den TA ČR - Vladimír Mařík
Den TA ČR - Vladimír MaříkDen TA ČR - Vladimír Mařík
Den TA ČR - Vladimír Mařík
 

Último

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024The Digital Insurer
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Principled Technologies
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 

Último (20)

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 

TA CR Day - Making things in 2030 (Andrew Wyckoff, OECD)

  • 1. Making Things in 2030 – Implications for Policy Andy Wyckoff, Director Alistair Nolan, Senior Economist Directorate for Science, Technology and Innovation, OECD TA CR Day, Prague, October 20th 2016
  • 2. The NPR will be a confluence of new technologies…..
  • 3. ….underpinned by digital technologies. Autonomous machines and systems Artificial Intelligence Cloud computing Human- Machine integration System integration Internet of Things Big data Simulations Additive manufacturing (3D printing)
  • 4. Contribution to potential per capita output growth (% pts unless otherwise noted) Source: OECD Economic Outlook 2016, Volume 1. -0.5 0.0 0.5 1.0 1.5 2.0 2.5 -0.5 0.0 0.5 1.0 1.5 2.0 2.5 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 Capital per worker MFP Potential employment rate Active population rate Potential per capita growth (%) Pre-crisis: MFP story Post-crisis: K story The possible productivity benefits of digital technologies are urgently needed. -Output and productivity in US firms that adopt data-driven decision making are 5% to 6% higher than expected given those firms’ other investments in ICTs - (Brynjolfsson, Hitt and Kim, 2011). -The Internet of Things reduces costs among industrial adopters by 18% on average. - (Vodatafone, 2015). -Autonomous mine haulage trucks could increase output by 15-20%, lower fuel consumption by 10-15% and reduce maintenance costs by 8%. - (Citigroup-Oxford Martin School, 2015).
  • 5. Selected themes – digital technologies Autonomous machines and systems Artificial Intelligence Cloud computing Human- Machine integration System integration Internet of Things Big data Simulations Additive manufacturing (3D printing) Policy challenges include -Broadening access to critical ICT infrastructures. -Reducing barriers to diffusion, increasing interoperability. -Resolving issues of liability, transparency and ownership. -Managing digital security and privacy.
  • 6. Selected Themes - 3D printing
  • 7. Selected Themes - 3D printing
  • 8. Selected Themes - 3D printing Could have positive environmental effects E.g. It permits many materials to be shaped in ways previously possible only with plastics. E.g. 3D-printed parts can also lower the environmental impacts of some products (3D-printed nozzles in jet engines lower fuel consumption).
  • 9. Selected Themes - 3D printing Could have positive environmental effects E.g. It permits many materials to be shaped in ways previously possible only with plastics. E.g. 3D-printed parts can also lower the environmental impacts of some products (3D-printed nozzles in jet engines lower fuel consumption). But how widespread will 3D-printing be in manufacturing ? Much machining work is now replaced by 3D-printing : Boeing has replaced hundreds of parts. But machining is a small part of manufacturing (+/- 5% by value).
  • 10. Selected Themes - 3D printing Could have positive environmental effects E.g. It permits many materials to be shaped in ways previously possible only with plastics. E.g. 3D-printed parts can also lower the environmental impacts of some products (3D-printed nozzles in jet engines lower fuel consumption). But will 3D-printing become widespread in manufacturing ? Much machining is now replaced by 3D-printing – and Boeing has replaced hundreds of parts. But machining is a small share of all production (+/- 5% by value). From a ‘green’ standpoint, policy challenges include: • Create a voluntary certification system to label 3D printers with different grades of sustainability; • Remove intellectual property barriers to enable 3D printing of repair parts for products no longer in production. • X-border shipment of “printer” cartridges (toxic materials) • Purity of required feedstock precludes using recycled materials.
  • 11. Bio-based products are becoming widespread and familiar Automotive – Tyres – Bioplastics, interior paneling – Textiles - biobased surfactants and lubricants Consumer Goods – Enzymes in Detergents – Biobased Cosmetics – Biological Dental Care – Biobased Packaging – Biobased Sweeteners – Enzymes as Additives Health, Medical Tech. – Biological Coatings – Implants – Diagnostics Building Industry – Biological Insulating Materials – Biobased Building Material – Biobased Construction Chemicals Nutrition – Food Security – Healthy Diets and Additives – Biobased Flavourings Medicine – Biopharmaceuticals – Antibiotics – Tissue Replacement Energy – Biofuels – Bioenergy – Biogas Source: Courtesy of BIOCOM AG, Germany
  • 12. Bio-based production creates policy challenges, for instance… Automotive – Tyres – Bioplastics, interior paneling – Textiles - biobased surfactants and lubricants Consumer Goods – Enzymes in Detergents – Biobased Cosmetics – Biological Dental Care – Biobased Packaging – Biobased Sweeteners – Enzymes as Additives Health, Medical Tech. – Biological Coatings – Implants – Diagnostics Building Industry – Biological Insulating Materials – Biobased Building Material – Biobased Construction Chemicals Nutrition – Food Security – Healthy Diets and Additives – Biobased Flavourings Medicine – Biopharmaceuticals – Antibiotics – Tissue Replacement Energy – Biofuels – Bioenergy – Biogas Source: Courtesy of BIOCOM AG, Germany -Screening processes for manufacture and sale of synthetic DNA (avoid dubious customers); -Public-private investments in bio-refineries; -Improve regulation, e.g. -Boost the use of standards to reduce barriers to trade in bio-based products. -Improve waste regulation. - Develop interdisciplinary skills
  • 13. Selected Themes – Nantoechnology Electron microscope image of gold mesh. Each hole is 175 nanometers in diameter, smaller than the wavelength of light. Can increase efficiency of solar cells 175%. Nanotechnology-enabled printing of solar cells (can move away from energy-intensive zone-melting processes used for traditional silicon solar cells).
  • 14. Selected Themes - New materials
  • 15. Selected Themes - New materials New policy issues: cybersecurity risks. Older policy issues: Close collaboration needed between industry, universities, research funding agencies and public laboratories.
  • 17. Sound science and R&D policies are essential
  • 18. …but many countries have reduced public spending on R&D… Public R&D budgets 2008-2015 : G7,Korea and Czech Republic, Index 2008 = 100 80 90 100 110 120 130 140 2008 2009 2010 2011 2012 2013 2014 2015 United States Italy Czech Republic Germany Korea Japan Canada United Kingdom France
  • 19. Cross-country differences in resource flows to patenting firms Change in financial inputs associated with a 10% change in patent stock (2003-2010) Note: The black dot shows the country-specific point estimate while the grey bands denote the 90% confidence interval (note that the confidence intervals vary across countries due to differences in the number of observations). Source: Andrews, Criscuolo and Menon (2014) based on firm level data from the ORBIS-Patstat Database for the non-farm business sector Governments must create an environment for business dynamism
  • 20. Well designed institutions needed for technology diffusion and adoption 0 10 20 30 40 50 60 70 % All enterprises 10-49 50-249 250+ Source: OECD Science, Technology and Industry Scoreboard 2015. Enterprises using cloud computing services by employment size class, 2014 As a percentage of enterprises in each employment size class
  • 21. 0 10 20 30 40 50 60 70 % All enterprises 10-49 50-249 250+ Source: OECD Science, Technology and Industry Scoreboard 2015. Enterprises using cloud computing services by employment size class, 2014 As a percentage of enterprises in each employment size class ”We have to execute quickly, otherwise those who are already leading in digital will snatch the industrial production from us.” Angela Merkel, World Economic Forum 2015 We need well designed institutions for technology diffusion and adoption
  • 22. 0 10 20 30 40 50 60 70 % All enterprises 10-49 50-249 250+ Source: OECD Science, Technology and Industry Scoreboard 2015. Enterprises using cloud computing services by employment size class, 2014 As a percentage of enterprises in each employment size class ”We have to execute quickly, otherwise those who are already leading in digital will snatch the industrial production from us.” Angela Merkel, World Economic Forum 2015 - Just 18% of German companies familiar with the term ‘Industry 4.0’ - Only 4% of German businesses have implemented digitalised and networked production processes or have plans to begin doing so. ZEW Mannnheim 2015 survey of 4,500 German businesses We need well designed institutions for technology diffusion and adoption
  • 23. NPR will create new challenges for the intellectual property system Copyrights, patents, trademarks, designs T M
  • 24. NPR will create new challenges for the intellectual property system Copyrights, patents, trademarks, designs T M For example: - We may need to rethink some aspects of IP rules in a world where machines can invent things. - Will 3D printing create challenges for patent eligibility, for instance if printed human tissue improves on the original ? - Should there be a public domain for designs that allow parts for old products to be printed?
  • 25. NPR may need changes to labour market policies
  • 26. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). NPR may need changes to labour market policies
  • 27. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). A version of IBM’s Watson can act as a customer service agent (Rotman, 2013). NPR may need changes to labour market policies
  • 28. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). A version of IBM’s Watson can act as a customer service agent (Rotman, 2013). Computer-based managers are being trialled. These allocate work and schedules (Lorentz et al, 2015). NPR may need changes to labour market policies
  • 29. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). A version of IBM’s Watson can act as a customer service agent (Rotman, 2013). Computer-based managers are being trialled. These allocate work and schedules (Lorentz et al, 2015). NPR may need changes to labour market policies The Quill programme writes analytic reports and Automated Insights can draft text from spreadsheets.
  • 30. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). A version of IBM’s Watson can act as a customer service agent (Rotman, 2013). Computer-based managers are being trialled. These allocate work and schedules (Lorentz et al, 2015). NPR may need changes to labour market policies The Quill programme writes analytic reports and Automated Insights can draft text from spreadsheets. Recent softwares interpret some human emotion better than humans (Khatchadourian, 2015).
  • 31. Complex aspects of the work of software engineers can be performed by algorithms (Hoos, 2012). A version of IBM’s Watson can act as a customer service agent (Rotman, 2013). Computer-based managers are being trialled. These allocate work and schedules (Lorentz et al, 2015). NPR may need changes to labour market policies The Quill programme writes analytic reports and Automated Insights can draft text from spreadsheets. Recent softwares interpret some human emotion better than humans (Khatchadourian, 2015). - More self-employment, as technology displaces labour and lowers start-up costs? - Are any Labour Ministries preparing for driverless vehicles ? - More sub-national policy, as NPR technologies amplify effects of initial skills endowments ?
  • 32. Education and training systems needs constant attention Two thirds of people surveyed lack the skills to succeed in technology-rich environments very low skills or opted out of the test low skills medium skills solid skills 2 out of 3 people lack skills for the digital age 32
  • 33. Education and training systems needs constant attention Two thirds of people surveyed lack the skills to succeed in technology-rich environments very low skills or opted out of the test low skills medium skills solid skills 2 out of 3 people lack skills for the digital age 33 -But it is not only about balancing skills supply and demand. -Increasing importance of inter-disciplinary education and research? -More interaction with industry as the knowledge content of production rises?
  • 34. Other cross-cutting issues Policy also needs long-term thinking. This has challenges, of course: Robert Metcalfe, inventor of Ethernet, in 1995: "I predict the Internet will soon go spectacularly supernova and in 1996 catastrophically collapse” Public attitudes have shaped regulation of new technologies in the recent past Public acceptance might also be important.
  • 35. http://www.vinnova.se/en/misc/Smart_Industry_Conference/ http://oe.cd/npr-industry NPR Conference – November 17th and 18th, Stockholm Co-organised with Vinnova and Sweden’s Ministry of Enterprise and Innovation 300 policymakers, industrialists, academics and policy analysts to consider the main themes of the NPR