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IKT DER ZUKUNFT
13 NOVEMBER 2017VIENNA, AT
IKT der Zukunft 2017
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.2
Profile: Christopher Martin
2002: Carnegie Mellon University (Electrical + Computer Engineering)
2002: Joined Bosch Research and Technology Center USA
2004: Software Architect Bosch Automotive Electronics Stuttgart, DE
2008: Group Manager Bosch Corporate Research Stuttgart, DE
2014: Director R+D Bosch Research and Technology Center USA
[email protected] / @ChristopMartin
Since 2009: ICT Expert @
European Commission
• ARTEMIS (incl. SRA)
• HORIZON 2020 (Advisory)
• Reviewer (Projects + Calls)
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.3
IKT der Zukunft 2017Agenda
1. Bosch / Global Corporate Research Introduction
2. Perspective: Bosch + Artificial Intelligence
3. International R+D Success Factors
BOSCH –A GLOBAL NETWORK FOR INNOVATION
Bosch – A Global Network for Innovation
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.5
1 As of 12.16
Bosch is one of the world’s leading
international providers of technology
and services.
Some 59,0001 researchers and developers
work at Bosch: at 1202 locations worldwide,
in a single network.
Over the past six years, Bosch has invested
more than 27 billion euros in research and
development.
Our objective: to develop innovative, useful,
and exciting products and solutions to
enhance quality of life – technology that is
“Invented for life.”
Mobility Solutions Industrial
Technology
Energy and Building
TechnologyConsumer Goods
Bosch – A Global Network for InnovationFour Business Sectors
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.6
BOSCHGLOBAL CORPORATE RESEARCH
Bosch Global Corporate Research
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.8
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.9
Bosch Global Corporate ResearchFigures, Facts and Locations
1 Incl udes all locations with at least 50 associates (as of December 2016)
59,000Bosch researchers and developers worldwide
In 2016, Bosch invested
7 billion €research and development
3%of them work in Corporate Research
1,600associates in Corporate Research at12 locations in North America, Europe, Russia, Asia-Pacific and India
In 2016,
345 million € were invested in Corporate Research
Of this,
5% came from
public funding
120Bosch research and development locations worldwide1
Bosch creates a new invention
every 22 minutes
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.10
Bosch Global Corporate ResearchFigures, Facts and Locations
Palo Alto
Pittsburgh
Boston
Hildesheim
Renningen
St. Petersburg
Moscow
Tel Aviv
Bangalore
Singapore
Tokyo
Shanghai
AmericaResearch and Technology Center
North America
110 associates
Europe Corporate research
Research and Technology Office Russia
Research and Technology Office Tel Aviv
1,360 associates
Asia-Pacific Research and Technology Center India
Research and Technology Center Asia-Pacific
90 associates
as of December 2016
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.11
Bosch Global Corporate ResearchConnected with the Best in the World
America90 cooperations
Europe580 cooperations
Asia-Pacific40 cooperations
California Institute of Technology
Carnegie Mellon University
German Aerospace Center
Fraunhofer society
Nanyang Techn. University
Shanghai Jiao Tong University
Massachusetts Institute of Technology
Stanford University
Hahn-Schickard-society
RWTH Aachen University Aachen
Tongji University
University of Tokyo
University of Cal. Berkeley
University of Stuttgart
Indian Institute of Science
Bosch Global Corporate Research
Research and Technology Center | Palo Alto | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.12
Management Departments and Cross-Divisional Functions
Enabling Open
Context Systems
Bosch Start-Up Platform
(BOSP)
Future Mobility Systems
Future Systems for Industrial Technology,
Consumer Goodsand Building Technology
Advanced Functional
Materials and Microsystem Technologies
Future Components
and SimulationMethods
Metal and Plastics
Technology,Production Automation
Bosch Center for
Artificial Intelligence
(BCAI)
Michael Bolle
President
Advance Engineering Systems
Jürgen Kirschner
Executive Vice President
Applied Research and Production
Technology
BOSCH + ARTIFICIAL INTELLIGENCE
Research and Technology Center | CR/RTC3.1-NA | DS-012 | Ji Eun Kim | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.14
“Ten years from now, scarcely any Bosch
product will be conceivable without artificial
intelligence. It will either possess that intelligence
itself, or AI will have played a key role in its
development or manufacture. Within just five years,
products featuring artificial intelligence are expected
to account for 10 percent of Bosch sales.”
Research and Technology Center | CR/RTC3.1-NA | DS-012 | Ji Eun Kim | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.15
“When it comes to the car of
the future and automated
driving experiences, data is
literally the new oil.
Collecting the data is only the
first step. Without analysis
and refinement, the data
hasn't reached its full
potential.”
Research and Technology Center | CR/RTC3.1-NA | DS-012 | Ji Eun Kim | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.16 Credit: http://hexus.net/ce/news/automotive/99277-data-new-oil-declares-intel-ceo-brian-krzanich/
Comparison: Currently an average person generates 650MB per day (FB, emails, ..); 1.2 GB per day in 2020
Bosch + Artificial Intelligence
Research and Technology Center | CR/RTC3.1-NA | DS-012 | Ji Eun Kim | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.17
Review: Timing of AI Advances over the Past 30 Years
1994: Human level spontaneous
speech recognition
1997: IBM Deep Blue became the
world’s top chess player
2005: Google’s breakthrough
performance at Arabic- and
Chinese-to-English Translation
2011: IBM Watson became the
world Jeorpardy! champion
2014: GoogLeNet achieved near-
human performance at object
classification
1984: Hidden Markov model
algorithm
10 years
1983: NegaScout planning
algorithm
14 years
1988: Statistical machine
translation algorithm
17 years
1991: Mixture-of-experts
algorithm
20 years
1989: Convolutional Neural
Network algorithm (LeNet5)
25 years
1991: Dataset of spoken
WSJ articles & other text
1991: Dataset of 700,000
Grandmaster chess game
2005: Dataset of
1.8 trillions tokens from
Google Web & News
2010: ImageNet Dataset
of 15M labels for
22K categories
2010: Dataset of 8.6 M
documents from
Wikipeia, Wikitionary, ..
Large, High Quality Training DatasetsSupervised Learning(17 years)
(3 years, 6X faster)
3 years
6 years
Same
1 year
4 years
Bosch + Artificial Intelligence
Research and Technology Center | CR/RTC3.1-NA | DS-012 | Ji Eun Kim | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.18
“Datasets—not algorithms—might be the key limiting factor to development of human-level artificial intelligence.”
A L E X A N D E R W I S S N E R - G R O S SEdge.org, 2016
IKT der Zukunft 2017
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.19
IKT der Zukunft 2017
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.20
Bosch Center for Artificial Intelligence
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.21
INTERNATIONAL R+D SUCCES FACTORS
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.23
Project Management: Identifying Risk,Handling Complexity
1
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.24
Experience Matters: Past Performance Future Success
2
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.25
Agile Approach: Building the Vision One Step at a Time
3
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.26
Consortium Integration: “Core” Versus “Peripheral”
4
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.27
Result Sustainability: Beyond Exploitation and Dissemination
5!
IKT der Zukunft
Research and Technology Center | CR/RTC3-NA | 11/13/2017
© 2017 Robert Bosch LLC and affiliates. All rights reserved.28
Summary + Conclusion
Bosch’s global network for innovation is critical to supporting future growth
across business sectors.
Artificial Intelligence is poised to transform our world, and research at the
Bosch Center for AI will shape and advance this crucial technology.
Executing R+D across borders is essential to tackling the world’s biggest
challenges, and the identified best practices can ensure success.
THANK YOU!