SlideShare una empresa de Scribd logo
1 de 62
Colombia and IBM:
Partnering for 21C Skills
Dr. James C. (“Jim”) Spohrer
IBM Innovation Champion & Director, IBM Global University Programs
San Jose, CA, USA, March 26, 2014
Topics (via Catalina Rengifo)
• Collaboration on Skills (Main focus…)
• Engineering Enrollment (Mention…)
• Royalties and Revenue for Investment
• Reading Companion (ESL & IBM CC&CA)
Talent
National Innovation Initiative
Investment Infrastructure
 Develop a
diverse, world
class, next-
generation of
innovators
 Establish a National
Innovation Prize
 Make the US a
magnet for the best
global talent
 Help markets place
top value on long-
term innovation
strategies
 Establish incentives
to increase early-
stage investment in
small-business
innovation
 Invest to accelerate
innovation in the
services economy
 Create world-class
infrastructures, includin
g
transportation, informat
ion, healthcare and
energy
 Drive regulatory and
legal systems to better
support innovation and
entrepreneurship
 Build a system that
protects the rewards of
IP, but that also
encourages open
collaboration
Establish innovation metrics for the knowledge economy, not the industrial economy
(From Nick Donofrio, IBM SVP Retired)
© 2009 IBM Corporation
Commission on the Future of Higher Education
Among the Findings …
“Government and institutional
policies created during a
different era are impeding
the expansion of models
designed to meet the
nation’s workforce needs”
(From Nick Donofrio, IBM SVP Retired)
(From Nick Donofrio, IBM SVP Retired)
© 2009 IBM Corporation
Developing T-Shaped People
Science and Engineering
Math and Operations Research
Computer Science & Info. Systems
Industrial and Systems Engineering
Business and Management
Economics and Social Sciences
Business Anthropology
Organizational Change & Learning
(From Nick Donofrio, IBM SVP Retired)
© 2009 IBM Corporation
Energy
Building a Smarter Planet
To Address the World’s Most Pressing Issues
Transport
Hunger
Environment
Healthcare
(From Nick Donofrio, IBM SVP Retired)
© 2009 IBM Corporation
“If nothing changes, nothing changes.”
(From Nick Donofrio, IBM SVP Retired)
Cybersecurity Solutions:
Next Generation Infrastructure
for a Smarter Planet
Cloud
Social
Internet of Things
Mobile
Partnering for Skills
Marisa Viveros,
VP Cybersecurity
Innovation
Dianne Fodell,
Program Exec
Skills for 21st C
Nanci Knight,
Academic
Initiatives
(Western Region)
Key Question: Knowledge Half-Life
• What percentage of a companies product and service
offerings to customers change every year?
• What percentage of the courses that students get change
every year?
© 2014 IBM Corporation12
Global University Programs
1.Research (Collaboration)
2.Readiness (Skills)
3.Recruiting (Jobs)
4.Revenue (Solutions)
5.Responsibility (Volunteers)
6.Regions (Smarter Cities, Startups and Workforce)
Faculty Awards
Shared University Research Awards
Open Collaborative Research Awards
PhD Fellowships
Student Contests
Partnership Executive
Program (PEP)
© 2014 IBM Corporation13
We Leverage Large Community of IBMers Who Influence Universities
 300 University Partnership Executives; 140 in U.S.
 300 Client Reps + 300 Managers Assigned to Universities with PEPs
 500 members of the Global University Programs Team
 University Technical Partnership Executives – being assigned now
 150 University Technical Advocates assigned to key universities
 1500 Members of University Ambassador Community
 275 Members of University Recruiting Community
 1150 Members of IBM on Campus Community
 1000 Technical Leaders in Academy of Technology
© 2014 IBM Corporation14
University Programs Experience Creating Skills Programs
 Service Science – 2005
 Smarter Planet, Smarter Cities – 2009
 Business Analytics - 2010
 Data Management, Data Science – 2011
 Cyber Security – 2012
 Cloud Computing -2012
 Digital Marketing – 2013
 Cognitive Computing - 2014
© 2014 IBM Corporation15
Successful University Programs Require
 Information: Resources for Faculty and Students
• Software
• Watson in the Cloud
• Developer Cloud (clone BP platform for universities)
• Corlet Programming Language
• Watson front end to Wikipedia (Thunderstone)
• Hardware
• Simulators
• Books, Articles, Journals
• Case Studies
• Student Projects
• Online games
• Online courses
 Interaction:
• Subject Matter Experts to Work with Faculty
• Mentors, Student Challenges, and projects
 Investment: Funds for Research and Faculty Awards and PhD Fellowships
T-Shaped People:
Next Generation Adaptive Innovators
for a Smarter Planet
Many disciplines
Many sectors
Many regions/cultures
(understanding & communications)
Deepinonesector
Deepinoneregion/culture
Deepinonediscipline
“No one knows everything, but a well-chosen team of T-shapes has empathy to learn anything.”
© 2012 IBM Corporation
Inspired by the function, power, and volume of the organic brain, IBM is
developing TrueNorth, a novel modular, scalable, non-von
Neumann, ultra-low power, cognitive computing architecture.
TrueNorth consists of a scalable network of neurosynaptic cores, with
each core containing neurons, dendrites, synapses, and axons. To set
sail for TrueNorth, IBM developed Compass, a multi-
threaded, massively parallel functional simulator and a parallel compiler
that maps a network of long-distance pathways in the macaque monkey
brain to TrueNorth.
IBM and LBNL demonstrated near-perfect weak scaling on a 16 rack IBM
Blue Gene/Q (262,144 processor cores, 256 TB memory), achieving an
unprecedented scale of 256 million neurosynaptic cores containing 65
billion neurons and 16 trillion synapses running only 388 slower than
real time with an average spiking rate of 8.1 Hz. By using emerging
PGAS communication primitives, IBM also demonstrated 2 better real-
time performance over MPI primitives on a 4 rack Blue Gene/P (16384
processor cores, 16 TB memory). Here is PDF of final paper.
NEW NEWS: Since submitting the camera ready copy, using 96 Blue
Gene/Q racks of the Lawrence Livermore National Lab Sequoia
supercomputer (1,572,864 processor cores, 1.5 PB memory, 98,304 MPI
processes, and 6,291,456 threads), IBM and LBNL achieved an
unprecedented scale of 2.084 billion neurosynaptic cores containing
53x1010 neurons and 1.37x1014 synapses running only 1542 slower
than real time. Here is PDF of IBM Research Report, RJ 10502.
1014 on November 14, 2012
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
19
20
What are the trends?
Digital Immigrant
Born: 1990
Graduated College: 2014
Digital Native
Born: 2014
Enters College: 2032
21
Transportation: Self-driving cars
Steve Mahan:
Test “Driver”
22
Water: Circular Economy
23
Manufacturing: Circular Economy
Ryan Chin:
Urban Mobility
Baxter: Building the Future
Maker-Bot: Replicator 2
24
Energy: Artificial Leaf
25
Technology: Cognitive Computing
26
26
Example: Leading Through Connections with…
Universities Collaborate with IBM Research to Design Watson
for the Grand Challenge of Jeopardy !
Assisted in the development of the Open
Advancement of Question-Answering Initiative
(OAQA) architecture and methodology
Pioneered an online natural language question
answering system called START, which provided the
ability to answer questions with high precision using
information from semi-structured and structured
information repositories
Worked to extend the
capabilities of Watson, with a
focus on extensive common sense
knowledge
Focused on large-scale
information
extraction, parsing, and
knowledge inference
technologies
Worked on a visualization component to visually
explain to external audiences the massively parallel
analytics skills it takes for the Watson computing
system to break down a question and formulate a
rapid and accurate response to rival a human brain
 Provided technological advancement enabling a
computing system to remember the full
interaction, rather than treating every question like
the first one - simulating a real dialogue
Explored advanced machine learning
techniques along with rich text
representations based on syntactic and
semantic structures for the Watson’s
optimization
Worked on information retrieval
and text search technologies
http://w3.ibm.com/news/w3news/top_stories/2011/02/chq_watson_wrapup.html
27
Buildings: Circular Economy
China Broad Group:
30 Stories in 15 Days
28
Retail & Hospitality: Social Media
29
Finance: Crowd Funding
30
Health: Robotics & 3D Printing
31
Education: Challenge-Based Sport
32
Government: Parameterized Meta-Rules
• Innovativeness
• Equity
– Improve
weakest
link
• Sustainability
• Resiliency
33
Competitive Parity – Achieved.
• The NFL touts parity—the idea
that any team can win on any
given Sunday. But this year,
parity has truly run wild.
• Through six weeks, 11 of the
NFL's 32 teams are 3-3.
• The Journal asked the statistical
gurus of Massey-Peabody
Analytics to run a coin-flip
simulation…
34
2030 and Beyond…. Government, Health, Education, Finance, etc.
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
35
Jim Spohrer, IBM
• Dr. James (“Jim”) C. Spohrer is IBM Innovation
Champion and Director of IBM University Programs
(IBM UP). Jim works to align IBM and universities
globally for innovation amplification. Previously, Jim
helped to found IBM’s first Service Research
group, the global Service Science community, and
was founding CTO of IBM’s Venture Capital Relations
Group in Silicon Valley. During the 1990’s while at
Apple Computer, he was awarded Apple’s
Distinguished Engineer Scientist and Technology title
for his work on next generation learning
platforms. Jim has a PhD in Computer
Science/Artificial Intelligence from Yale, and BS in
Physics from MIT. His current research priorities
include applying service science to study
nested, networked holistic service systems, such as
cities and universities. He has more than ninety
publications and been awarded nine patents.
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
37
IBM operates in 170 countries
around the globe
Acquisitions contribute significantly
to IBM’s growth ; ~120 acquisitions in
last decade
2012 Financials
Revenue - $ 104.5B
Net Income - $ 17.6B
EPS - $ 15.25 (10 yrs of
EPS d/digit growth)
 Net Cash - $18.2B
24% of IBMs revenue in
Growth Market countries;
growing at 7% ( @cc) in
2012
Number 1 in patent
generation for 20
consecutive years ;
6,478 US patents
awarded in 2012
More than 40% of IBMs
workforce does
business away from an
office
5 Nobel Laureates10 time winner of the
President’s National
Medal of Technology &
Innovation – latest for
LASIK laser refractive
surgical techniques
The Smartest Machine On Earth
100 Years of Business &
Innovation in 2011
New Era in IBM’s Leadership
IBM Growth Initiatives
IBM has
~425,000
employees
worldwide
Context: IBM 101
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
38
39
What’s UP at IBM?
40
Those in-the-know say, “IBM is helping to build a Smarter Planet…”
41
Smarter Planet = Smarter “Service” Systems
INSTRUMENTED
We now have the ability to
measure, sense and see
the exact condition of
practically everything.
INTERCONNECTED
People, systems and objects
can communicate and
interact with each other in
entirely new ways.
INTELLIGENT
We can respond to changes
quickly and accurately,
and get better results
by predicting and optimizing
for future events.
WORKFORCE
PRODUCTS
SUPPLY CHAIN
COMMUNICATIONS
TRANSPORTATION BUILDINGS
IT NETWORKS
42
Land-population-energy-carbon
Carlo Ratti:
Senseable Cities
43
44
IBM Platforms for Entrepreneurs
• Smarter Cities Intelligent Operations Center Platform
• IBM Watson & Cognitive Computing Platform
• IBM UP helping university startups to scale-up (growth)
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
45
Welcome to the new age of
platform technologies and
smarter service systems
for every sector of
business and society
nested, networks systems
National Science Foundation
A feature of a service system is the
participation and cooperation of the customer
in the service and its delivery. A service system
then requires an integration of knowledge and
technologies from a range of disciplines, often
including engineering, computer science, social
science, behavioral science, and cognitive
science, paired with market knowledge to
increase its social benefit.
Nano-Bio-Info-Cogno
Holistic Service Systems (HSS)
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
48
http://www.service-science.info/archives/1056
Nation
State/Province
City/Region
University
College
K-12
Cultural &
Conference
Hotels
Hospital
Medical
Research
Worker
(professional)
Family
(household)
For-profits:
Business Entrepreneurship
Non-profits
Social Entrepreneurship
U-BEE
Job Creator/Sustainer
U-BEEs = University-Based Entrepreneurial Ecosystems
“The future is already
here (at universities),
it is just not evenly
distributed.”
“The best way to
predict the future
is to (inspire the next
generation of students
to) build it better.”
“Multilevel nested,
networked
holistic service
systems (HSS)
that provision
whole service (WS) to
the people inside them.
WS includes
flows (transportation,
water, food, energy, com
development (buildings,
retail ,finance, health,
education),
and governance (city,
state, nation). ”
University Four Missions
1. Learning
2. Discovery
3. Engagement
4. Integration
Universities Matter #1
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
49
Japan
China
Germany
France
United KingdomItaly
Russia SpainBrazil
Canada
India
Mexico AustraliaSouth Korea
NetherlandsTurkey
Sweden
y = 0,7489x + 0,3534
R² = 0,719
0
1
2
3
4
5
6
7
8
9
0 1 2 3 4 5 6 7 8 9
%globalGDP
% top 500 universities
Nation’s % WW GDP and % Top 500 Universities (2009 Data)
Universities Matter #2
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
50
…But it can be costly, American student loan debt is over $900M
Universities Matter #3
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
51
“When we combined the impact of Harvard’s direct spending on payroll, purchasing and construction – the
indirect impact of University spending – and the direct and indirect impact of off-campus spending by Harvard
students – we can estimate that Harvard directly and indirectly accounted for nearly $4.8 billion in economic
activity in the Boston area in fiscal year 2008, and more than 44,000 jobs.”
52
What are the trends?
Digital Immigrant
Born: 1988
Graduated College: 2012
Digital Native
Born: 2012
Enters College: 2030
53
Technology: Cognitive Computing
54
Education: Challenge-Based Sport
Why ISSIP? T-shapes for
Teamwork
• Our world is becoming more
interconnected and complex
• Yet most organizations
operate is silos
• Most professional
organizations do a great job
of focusing on one
discipline, function, or
industry sector
ISSIP is a professional society designed
to focus on the interconnected nature
of value co-creation for smart service
systems (tech, biz, social, etc.)
BREADTH
DEPTH
T-Shape
professionals can
innovate across
traditional
boundaries
ISSIP Ambassadors
• More than 15 Ambassadors
and growing…
• Link ISSIP to other
professional
associations, research
centers, conferences, etc.
• Help ISSIP co-sponsor
activities in other conferences
more...
http://www.issip.org/learningcenter/valuen
twork/
Service Systems Fundamental Abstraction of Service Science:
ISSIP portal to Disciplines (23), Professional Associations (39), Journals (20), Conferences (31), Workshops (7)
IBM SSME Centennial Icon of Progress
Discipline Association
Marketing AMA
Operations
Research
INFORMS
Information
Systems
AIS
Computer Science
and Engineering
ACM, IEEE
Human Factors AHFE
Operations
Management
POMS
Systems Science ISSS
Design SDN
Systems
Engineering
IIE
… …
Serviceology SfS
The Well-Read Service Scientist
(The top 300 papers – together over 100,000 citations)
• http://service-science.info/archives/2708
Service-Dominant Logic
Prof. Stephen VARGO Prof. Robert LUSCH
Vargo, S. L., & Lusch, R. F. (2004). Evolving to a
new dominant logic for marketing. Journal of
marketing, 1-17. (Oct. 2013, ~4500 citations)
Claude Frédéric Bastiat David Ricardo Colin Clark Richard Normann John Riordan
Service Thinking
Saperstein & Hastings: Book, Course, ISSIP Certificate
All value is co-created
Service systems we live and work in
Componentized business architecture
Global-mobile-social scalable platforms
Run-Transform-Innovate
Multi-sided metrics
CVC Group, LLC 60
61
“Order of Magnitude” Observation:
Modeling Holistic Service Systems
Level AKA ~No. People ~No. Entities Example
0. Individual Person 1 10,000,000,000 Jim
1. Family Household 10 1,000,000,000 Spohrer’s
2.Neighborhood Street 100 100,000,000 Kensington
3. Community Block 1000 10,000,000 Bird Land
4. Urban-Zone District 10,000 1,000,000 SC Unified
5. Urban-Center City 100,0000 100,000 Santa Clara
6.Metro-Region County 1,000,000 10,000 SC County
7. State Province 10,000,000 1,000 CA
8. Nation Country 100,000,000 100 USA
9. Continent Union 1,000,000,000 10 NAFTA
10. Planet World 10,000,000,000 1 UN
3/26/2014
© IBM 2013 IBM University Programs
worldwide accelerating regional
development (IBM UPward)
62

Más contenido relacionado

La actualidad más candente

Service science progress and directions 20100620
Service science progress and directions 20100620Service science progress and directions 20100620
Service science progress and directions 20100620ISSIP
 
Ijcai nyc ai summit 20140224 v1
Ijcai nyc ai summit 20140224 v1Ijcai nyc ai summit 20140224 v1
Ijcai nyc ai summit 20140224 v1ISSIP
 
Service science and policymaking 20111203 v1
Service science and policymaking 20111203 v1Service science and policymaking 20111203 v1
Service science and policymaking 20111203 v1ISSIP
 
Mpict cloud computing and ict workforce 20110106 v8
Mpict cloud computing and ict workforce 20110106  v8Mpict cloud computing and ict workforce 20110106  v8
Mpict cloud computing and ict workforce 20110106 v8ISSIP
 
Ssmed short 20101118 v8
Ssmed short 20101118 v8Ssmed short 20101118 v8
Ssmed short 20101118 v8ISSIP
 
Rit service innovation 20110414 v3
Rit service innovation 20110414 v3Rit service innovation 20110414 v3
Rit service innovation 20110414 v3ISSIP
 
Japan may 11 future of cities and universities 20120511 v3
Japan may 11 future of cities and universities 20120511 v3Japan may 11 future of cities and universities 20120511 v3
Japan may 11 future of cities and universities 20120511 v3ISSIP
 
Universities as hss 2011071 v1
Universities as hss 2011071 v1Universities as hss 2011071 v1
Universities as hss 2011071 v1ISSIP
 
Service science intro 20110606 v1
Service science intro 20110606 v1Service science intro 20110606 v1
Service science intro 20110606 v1ISSIP
 
Vail 2014 20140526 v1
Vail 2014 20140526 v1Vail 2014 20140526 v1
Vail 2014 20140526 v1ISSIP
 
Cases for chesbrough 201304122 v2
Cases for chesbrough 201304122 v2Cases for chesbrough 201304122 v2
Cases for chesbrough 201304122 v2ISSIP
 
20220203 jim spohrer uidp v11
20220203 jim spohrer uidp v1120220203 jim spohrer uidp v11
20220203 jim spohrer uidp v11ISSIP
 
Siss 20110228 v4
Siss 20110228 v4Siss 20110228 v4
Siss 20110228 v4ISSIP
 
Portugal iess 20130207 v3
Portugal iess 20130207 v3Portugal iess 20130207 v3
Portugal iess 20130207 v3ISSIP
 
Cts csl phoenix 20131104 v1
Cts csl phoenix 20131104 v1Cts csl phoenix 20131104 v1
Cts csl phoenix 20131104 v1ISSIP
 
Lumina service science 20130404 v4
Lumina service science 20130404 v4Lumina service science 20130404 v4
Lumina service science 20130404 v4ISSIP
 
T shaped people discipline depth 20090828
T shaped people discipline depth 20090828T shaped people discipline depth 20090828
T shaped people discipline depth 20090828ISSIP
 
Ibm 101 smarter planet and universities 20121011 v1
Ibm 101 smarter planet and universities 20121011 v1Ibm 101 smarter planet and universities 20121011 v1
Ibm 101 smarter planet and universities 20121011 v1ISSIP
 
Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3ISSIP
 
Ic serv japan 20131016 v2
Ic serv japan 20131016 v2Ic serv japan 20131016 v2
Ic serv japan 20131016 v2ISSIP
 

La actualidad más candente (20)

Service science progress and directions 20100620
Service science progress and directions 20100620Service science progress and directions 20100620
Service science progress and directions 20100620
 
Ijcai nyc ai summit 20140224 v1
Ijcai nyc ai summit 20140224 v1Ijcai nyc ai summit 20140224 v1
Ijcai nyc ai summit 20140224 v1
 
Service science and policymaking 20111203 v1
Service science and policymaking 20111203 v1Service science and policymaking 20111203 v1
Service science and policymaking 20111203 v1
 
Mpict cloud computing and ict workforce 20110106 v8
Mpict cloud computing and ict workforce 20110106  v8Mpict cloud computing and ict workforce 20110106  v8
Mpict cloud computing and ict workforce 20110106 v8
 
Ssmed short 20101118 v8
Ssmed short 20101118 v8Ssmed short 20101118 v8
Ssmed short 20101118 v8
 
Rit service innovation 20110414 v3
Rit service innovation 20110414 v3Rit service innovation 20110414 v3
Rit service innovation 20110414 v3
 
Japan may 11 future of cities and universities 20120511 v3
Japan may 11 future of cities and universities 20120511 v3Japan may 11 future of cities and universities 20120511 v3
Japan may 11 future of cities and universities 20120511 v3
 
Universities as hss 2011071 v1
Universities as hss 2011071 v1Universities as hss 2011071 v1
Universities as hss 2011071 v1
 
Service science intro 20110606 v1
Service science intro 20110606 v1Service science intro 20110606 v1
Service science intro 20110606 v1
 
Vail 2014 20140526 v1
Vail 2014 20140526 v1Vail 2014 20140526 v1
Vail 2014 20140526 v1
 
Cases for chesbrough 201304122 v2
Cases for chesbrough 201304122 v2Cases for chesbrough 201304122 v2
Cases for chesbrough 201304122 v2
 
20220203 jim spohrer uidp v11
20220203 jim spohrer uidp v1120220203 jim spohrer uidp v11
20220203 jim spohrer uidp v11
 
Siss 20110228 v4
Siss 20110228 v4Siss 20110228 v4
Siss 20110228 v4
 
Portugal iess 20130207 v3
Portugal iess 20130207 v3Portugal iess 20130207 v3
Portugal iess 20130207 v3
 
Cts csl phoenix 20131104 v1
Cts csl phoenix 20131104 v1Cts csl phoenix 20131104 v1
Cts csl phoenix 20131104 v1
 
Lumina service science 20130404 v4
Lumina service science 20130404 v4Lumina service science 20130404 v4
Lumina service science 20130404 v4
 
T shaped people discipline depth 20090828
T shaped people discipline depth 20090828T shaped people discipline depth 20090828
T shaped people discipline depth 20090828
 
Ibm 101 smarter planet and universities 20121011 v1
Ibm 101 smarter planet and universities 20121011 v1Ibm 101 smarter planet and universities 20121011 v1
Ibm 101 smarter planet and universities 20121011 v1
 
Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3
 
Ic serv japan 20131016 v2
Ic serv japan 20131016 v2Ic serv japan 20131016 v2
Ic serv japan 20131016 v2
 

Similar a Colombia 20140326 v1

Picmet 20130801 v2
Picmet 20130801 v2Picmet 20130801 v2
Picmet 20130801 v2ISSIP
 
K tech santa clara 20131114 v1
K tech santa clara 20131114 v1K tech santa clara 20131114 v1
K tech santa clara 20131114 v1ISSIP
 
Data urban service science 20130617 v2
Data urban service science 20130617 v2Data urban service science 20130617 v2
Data urban service science 20130617 v2ISSIP
 
Bhef almaden 20131122 v1
Bhef almaden 20131122 v1Bhef almaden 20131122 v1
Bhef almaden 20131122 v1ISSIP
 
Ibm smarter planet strategy 20130524 v5
Ibm smarter planet strategy 20130524 v5Ibm smarter planet strategy 20130524 v5
Ibm smarter planet strategy 20130524 v5ISSIP
 
Service innovation 20130611 v1
Service innovation 20130611 v1Service innovation 20130611 v1
Service innovation 20130611 v1ISSIP
 
Welcome to almaden 20140904 v12 short
Welcome to almaden 20140904 v12 shortWelcome to almaden 20140904 v12 short
Welcome to almaden 20140904 v12 shortISSIP
 
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019Amit Sheth
 
Ibm and innovation overview 20150326 v15 short
Ibm and innovation overview 20150326 v15 shortIbm and innovation overview 20150326 v15 short
Ibm and innovation overview 20150326 v15 shortISSIP
 
2030 inspire students to build it better 20141230 v1
2030 inspire students to build it better 20141230 v12030 inspire students to build it better 20141230 v1
2030 inspire students to build it better 20141230 v1ISSIP
 
Spohrer smarter service systems transdisciplinarity 20141121 v7
Spohrer smarter service systems transdisciplinarity  20141121 v7Spohrer smarter service systems transdisciplinarity  20141121 v7
Spohrer smarter service systems transdisciplinarity 20141121 v7ISSIP
 
Thefutureofcitiesandregions 20200724 v5
Thefutureofcitiesandregions 20200724 v5Thefutureofcitiesandregions 20200724 v5
Thefutureofcitiesandregions 20200724 v5ISSIP
 
China caas 20161015 v5
China caas 20161015 v5China caas 20161015 v5
China caas 20161015 v5ISSIP
 
New trends for HE in Australasia: Learning to be agile
New trends for HE in Australasia: Learning to be agileNew trends for HE in Australasia: Learning to be agile
New trends for HE in Australasia: Learning to be agileCharles Darwin University
 
The Analytics and Data Science Landscape
The Analytics and Data Science LandscapeThe Analytics and Data Science Landscape
The Analytics and Data Science LandscapePhilip Bourne
 
Brno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxBrno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxISSIP
 
Spohrer UCSC-SV 20230418 v14.pptx
Spohrer UCSC-SV 20230418 v14.pptxSpohrer UCSC-SV 20230418 v14.pptx
Spohrer UCSC-SV 20230418 v14.pptxISSIP
 
Ed Fox on Learning Technologies
Ed Fox on Learning TechnologiesEd Fox on Learning Technologies
Ed Fox on Learning TechnologiesGardner Campbell
 
Bleeding, Leading, or Not Competing
Bleeding, Leading, or Not CompetingBleeding, Leading, or Not Competing
Bleeding, Leading, or Not CompetingRobert H. McDonald
 
20211107 jim spohrer otago entrepreneurship v6
20211107 jim spohrer otago entrepreneurship v620211107 jim spohrer otago entrepreneurship v6
20211107 jim spohrer otago entrepreneurship v6ISSIP
 

Similar a Colombia 20140326 v1 (20)

Picmet 20130801 v2
Picmet 20130801 v2Picmet 20130801 v2
Picmet 20130801 v2
 
K tech santa clara 20131114 v1
K tech santa clara 20131114 v1K tech santa clara 20131114 v1
K tech santa clara 20131114 v1
 
Data urban service science 20130617 v2
Data urban service science 20130617 v2Data urban service science 20130617 v2
Data urban service science 20130617 v2
 
Bhef almaden 20131122 v1
Bhef almaden 20131122 v1Bhef almaden 20131122 v1
Bhef almaden 20131122 v1
 
Ibm smarter planet strategy 20130524 v5
Ibm smarter planet strategy 20130524 v5Ibm smarter planet strategy 20130524 v5
Ibm smarter planet strategy 20130524 v5
 
Service innovation 20130611 v1
Service innovation 20130611 v1Service innovation 20130611 v1
Service innovation 20130611 v1
 
Welcome to almaden 20140904 v12 short
Welcome to almaden 20140904 v12 shortWelcome to almaden 20140904 v12 short
Welcome to almaden 20140904 v12 short
 
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019
Leadership talk: Artificial Intelligence Institute at UofSC Feb 2019
 
Ibm and innovation overview 20150326 v15 short
Ibm and innovation overview 20150326 v15 shortIbm and innovation overview 20150326 v15 short
Ibm and innovation overview 20150326 v15 short
 
2030 inspire students to build it better 20141230 v1
2030 inspire students to build it better 20141230 v12030 inspire students to build it better 20141230 v1
2030 inspire students to build it better 20141230 v1
 
Spohrer smarter service systems transdisciplinarity 20141121 v7
Spohrer smarter service systems transdisciplinarity  20141121 v7Spohrer smarter service systems transdisciplinarity  20141121 v7
Spohrer smarter service systems transdisciplinarity 20141121 v7
 
Thefutureofcitiesandregions 20200724 v5
Thefutureofcitiesandregions 20200724 v5Thefutureofcitiesandregions 20200724 v5
Thefutureofcitiesandregions 20200724 v5
 
China caas 20161015 v5
China caas 20161015 v5China caas 20161015 v5
China caas 20161015 v5
 
New trends for HE in Australasia: Learning to be agile
New trends for HE in Australasia: Learning to be agileNew trends for HE in Australasia: Learning to be agile
New trends for HE in Australasia: Learning to be agile
 
The Analytics and Data Science Landscape
The Analytics and Data Science LandscapeThe Analytics and Data Science Landscape
The Analytics and Data Science Landscape
 
Brno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxBrno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptx
 
Spohrer UCSC-SV 20230418 v14.pptx
Spohrer UCSC-SV 20230418 v14.pptxSpohrer UCSC-SV 20230418 v14.pptx
Spohrer UCSC-SV 20230418 v14.pptx
 
Ed Fox on Learning Technologies
Ed Fox on Learning TechnologiesEd Fox on Learning Technologies
Ed Fox on Learning Technologies
 
Bleeding, Leading, or Not Competing
Bleeding, Leading, or Not CompetingBleeding, Leading, or Not Competing
Bleeding, Leading, or Not Competing
 
20211107 jim spohrer otago entrepreneurship v6
20211107 jim spohrer otago entrepreneurship v620211107 jim spohrer otago entrepreneurship v6
20211107 jim spohrer otago entrepreneurship v6
 

Más de ISSIP

AI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxAI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxISSIP
 
Semiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxSemiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxISSIP
 
Semiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxSemiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxISSIP
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxISSIP
 
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerUCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerISSIP
 
Brno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxBrno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxISSIP
 
Brno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxBrno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxISSIP
 
Brno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxBrno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxISSIP
 
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxNordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxISSIP
 
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptxISSIP
 
Bayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxBayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxISSIP
 
NextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxNextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxISSIP
 
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxEIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxISSIP
 
Ntegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxNtegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxISSIP
 
ICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxISSIP
 
Spohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxSpohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxISSIP
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxISSIP
 
Worker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxWorker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxISSIP
 
Spohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxSpohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxISSIP
 
Spohrer SIRs 20230511 v16.pptx
Spohrer SIRs 20230511 v16.pptxSpohrer SIRs 20230511 v16.pptx
Spohrer SIRs 20230511 v16.pptxISSIP
 

Más de ISSIP (20)

AI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxAI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptx
 
Semiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxSemiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptx
 
Semiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxSemiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptx
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
 
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerUCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
 
Brno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxBrno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptx
 
Brno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxBrno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptx
 
Brno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxBrno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptx
 
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxNordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
 
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
 
Bayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxBayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptx
 
NextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxNextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptx
 
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxEIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
 
Ntegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxNtegra 20231003 v3.pptx
Ntegra 20231003 v3.pptx
 
ICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptx
 
Spohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxSpohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptx
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptx
 
Worker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxWorker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptx
 
Spohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxSpohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptx
 
Spohrer SIRs 20230511 v16.pptx
Spohrer SIRs 20230511 v16.pptxSpohrer SIRs 20230511 v16.pptx
Spohrer SIRs 20230511 v16.pptx
 

Último

Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptxmary850239
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxMichelleTuguinay1
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDhatriParmar
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQuiz Club NITW
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Association for Project Management
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQuiz Club NITW
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...Nguyen Thanh Tu Collection
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxDhatriParmar
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationdeepaannamalai16
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfPrerana Jadhav
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxkarenfajardo43
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 

Último (20)

Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
 
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptxINCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
 
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
Team Lead Succeed – Helping you and your team achieve high-performance teamwo...
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentation
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdf
 
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptxGrade Three -ELLNA-REVIEWER-ENGLISH.pptx
Grade Three -ELLNA-REVIEWER-ENGLISH.pptx
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 

Colombia 20140326 v1

  • 1. Colombia and IBM: Partnering for 21C Skills Dr. James C. (“Jim”) Spohrer IBM Innovation Champion & Director, IBM Global University Programs San Jose, CA, USA, March 26, 2014
  • 2. Topics (via Catalina Rengifo) • Collaboration on Skills (Main focus…) • Engineering Enrollment (Mention…) • Royalties and Revenue for Investment • Reading Companion (ESL & IBM CC&CA)
  • 3. Talent National Innovation Initiative Investment Infrastructure  Develop a diverse, world class, next- generation of innovators  Establish a National Innovation Prize  Make the US a magnet for the best global talent  Help markets place top value on long- term innovation strategies  Establish incentives to increase early- stage investment in small-business innovation  Invest to accelerate innovation in the services economy  Create world-class infrastructures, includin g transportation, informat ion, healthcare and energy  Drive regulatory and legal systems to better support innovation and entrepreneurship  Build a system that protects the rewards of IP, but that also encourages open collaboration Establish innovation metrics for the knowledge economy, not the industrial economy (From Nick Donofrio, IBM SVP Retired)
  • 4. © 2009 IBM Corporation Commission on the Future of Higher Education Among the Findings … “Government and institutional policies created during a different era are impeding the expansion of models designed to meet the nation’s workforce needs” (From Nick Donofrio, IBM SVP Retired)
  • 5. (From Nick Donofrio, IBM SVP Retired)
  • 6. © 2009 IBM Corporation Developing T-Shaped People Science and Engineering Math and Operations Research Computer Science & Info. Systems Industrial and Systems Engineering Business and Management Economics and Social Sciences Business Anthropology Organizational Change & Learning (From Nick Donofrio, IBM SVP Retired)
  • 7. © 2009 IBM Corporation Energy Building a Smarter Planet To Address the World’s Most Pressing Issues Transport Hunger Environment Healthcare (From Nick Donofrio, IBM SVP Retired)
  • 8. © 2009 IBM Corporation “If nothing changes, nothing changes.” (From Nick Donofrio, IBM SVP Retired)
  • 9. Cybersecurity Solutions: Next Generation Infrastructure for a Smarter Planet Cloud Social Internet of Things Mobile
  • 10. Partnering for Skills Marisa Viveros, VP Cybersecurity Innovation Dianne Fodell, Program Exec Skills for 21st C Nanci Knight, Academic Initiatives (Western Region)
  • 11. Key Question: Knowledge Half-Life • What percentage of a companies product and service offerings to customers change every year? • What percentage of the courses that students get change every year?
  • 12. © 2014 IBM Corporation12 Global University Programs 1.Research (Collaboration) 2.Readiness (Skills) 3.Recruiting (Jobs) 4.Revenue (Solutions) 5.Responsibility (Volunteers) 6.Regions (Smarter Cities, Startups and Workforce) Faculty Awards Shared University Research Awards Open Collaborative Research Awards PhD Fellowships Student Contests Partnership Executive Program (PEP)
  • 13. © 2014 IBM Corporation13 We Leverage Large Community of IBMers Who Influence Universities  300 University Partnership Executives; 140 in U.S.  300 Client Reps + 300 Managers Assigned to Universities with PEPs  500 members of the Global University Programs Team  University Technical Partnership Executives – being assigned now  150 University Technical Advocates assigned to key universities  1500 Members of University Ambassador Community  275 Members of University Recruiting Community  1150 Members of IBM on Campus Community  1000 Technical Leaders in Academy of Technology
  • 14. © 2014 IBM Corporation14 University Programs Experience Creating Skills Programs  Service Science – 2005  Smarter Planet, Smarter Cities – 2009  Business Analytics - 2010  Data Management, Data Science – 2011  Cyber Security – 2012  Cloud Computing -2012  Digital Marketing – 2013  Cognitive Computing - 2014
  • 15. © 2014 IBM Corporation15 Successful University Programs Require  Information: Resources for Faculty and Students • Software • Watson in the Cloud • Developer Cloud (clone BP platform for universities) • Corlet Programming Language • Watson front end to Wikipedia (Thunderstone) • Hardware • Simulators • Books, Articles, Journals • Case Studies • Student Projects • Online games • Online courses  Interaction: • Subject Matter Experts to Work with Faculty • Mentors, Student Challenges, and projects  Investment: Funds for Research and Faculty Awards and PhD Fellowships
  • 16. T-Shaped People: Next Generation Adaptive Innovators for a Smarter Planet Many disciplines Many sectors Many regions/cultures (understanding & communications) Deepinonesector Deepinoneregion/culture Deepinonediscipline “No one knows everything, but a well-chosen team of T-shapes has empathy to learn anything.”
  • 17.
  • 18. © 2012 IBM Corporation Inspired by the function, power, and volume of the organic brain, IBM is developing TrueNorth, a novel modular, scalable, non-von Neumann, ultra-low power, cognitive computing architecture. TrueNorth consists of a scalable network of neurosynaptic cores, with each core containing neurons, dendrites, synapses, and axons. To set sail for TrueNorth, IBM developed Compass, a multi- threaded, massively parallel functional simulator and a parallel compiler that maps a network of long-distance pathways in the macaque monkey brain to TrueNorth. IBM and LBNL demonstrated near-perfect weak scaling on a 16 rack IBM Blue Gene/Q (262,144 processor cores, 256 TB memory), achieving an unprecedented scale of 256 million neurosynaptic cores containing 65 billion neurons and 16 trillion synapses running only 388 slower than real time with an average spiking rate of 8.1 Hz. By using emerging PGAS communication primitives, IBM also demonstrated 2 better real- time performance over MPI primitives on a 4 rack Blue Gene/P (16384 processor cores, 16 TB memory). Here is PDF of final paper. NEW NEWS: Since submitting the camera ready copy, using 96 Blue Gene/Q racks of the Lawrence Livermore National Lab Sequoia supercomputer (1,572,864 processor cores, 1.5 PB memory, 98,304 MPI processes, and 6,291,456 threads), IBM and LBNL achieved an unprecedented scale of 2.084 billion neurosynaptic cores containing 53x1010 neurons and 1.37x1014 synapses running only 1542 slower than real time. Here is PDF of IBM Research Report, RJ 10502. 1014 on November 14, 2012
  • 19. 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 19
  • 20. 20 What are the trends? Digital Immigrant Born: 1990 Graduated College: 2014 Digital Native Born: 2014 Enters College: 2032
  • 21. 21 Transportation: Self-driving cars Steve Mahan: Test “Driver”
  • 23. 23 Manufacturing: Circular Economy Ryan Chin: Urban Mobility Baxter: Building the Future Maker-Bot: Replicator 2
  • 26. 26 26 Example: Leading Through Connections with… Universities Collaborate with IBM Research to Design Watson for the Grand Challenge of Jeopardy ! Assisted in the development of the Open Advancement of Question-Answering Initiative (OAQA) architecture and methodology Pioneered an online natural language question answering system called START, which provided the ability to answer questions with high precision using information from semi-structured and structured information repositories Worked to extend the capabilities of Watson, with a focus on extensive common sense knowledge Focused on large-scale information extraction, parsing, and knowledge inference technologies Worked on a visualization component to visually explain to external audiences the massively parallel analytics skills it takes for the Watson computing system to break down a question and formulate a rapid and accurate response to rival a human brain  Provided technological advancement enabling a computing system to remember the full interaction, rather than treating every question like the first one - simulating a real dialogue Explored advanced machine learning techniques along with rich text representations based on syntactic and semantic structures for the Watson’s optimization Worked on information retrieval and text search technologies http://w3.ibm.com/news/w3news/top_stories/2011/02/chq_watson_wrapup.html
  • 27. 27 Buildings: Circular Economy China Broad Group: 30 Stories in 15 Days
  • 28. 28 Retail & Hospitality: Social Media
  • 30. 30 Health: Robotics & 3D Printing
  • 32. 32 Government: Parameterized Meta-Rules • Innovativeness • Equity – Improve weakest link • Sustainability • Resiliency
  • 33. 33 Competitive Parity – Achieved. • The NFL touts parity—the idea that any team can win on any given Sunday. But this year, parity has truly run wild. • Through six weeks, 11 of the NFL's 32 teams are 3-3. • The Journal asked the statistical gurus of Massey-Peabody Analytics to run a coin-flip simulation…
  • 34. 34 2030 and Beyond…. Government, Health, Education, Finance, etc.
  • 35. 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 35
  • 36. Jim Spohrer, IBM • Dr. James (“Jim”) C. Spohrer is IBM Innovation Champion and Director of IBM University Programs (IBM UP). Jim works to align IBM and universities globally for innovation amplification. Previously, Jim helped to found IBM’s first Service Research group, the global Service Science community, and was founding CTO of IBM’s Venture Capital Relations Group in Silicon Valley. During the 1990’s while at Apple Computer, he was awarded Apple’s Distinguished Engineer Scientist and Technology title for his work on next generation learning platforms. Jim has a PhD in Computer Science/Artificial Intelligence from Yale, and BS in Physics from MIT. His current research priorities include applying service science to study nested, networked holistic service systems, such as cities and universities. He has more than ninety publications and been awarded nine patents.
  • 37. 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 37 IBM operates in 170 countries around the globe Acquisitions contribute significantly to IBM’s growth ; ~120 acquisitions in last decade 2012 Financials Revenue - $ 104.5B Net Income - $ 17.6B EPS - $ 15.25 (10 yrs of EPS d/digit growth)  Net Cash - $18.2B 24% of IBMs revenue in Growth Market countries; growing at 7% ( @cc) in 2012 Number 1 in patent generation for 20 consecutive years ; 6,478 US patents awarded in 2012 More than 40% of IBMs workforce does business away from an office 5 Nobel Laureates10 time winner of the President’s National Medal of Technology & Innovation – latest for LASIK laser refractive surgical techniques The Smartest Machine On Earth 100 Years of Business & Innovation in 2011 New Era in IBM’s Leadership IBM Growth Initiatives IBM has ~425,000 employees worldwide Context: IBM 101
  • 38. 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 38
  • 40. 40 Those in-the-know say, “IBM is helping to build a Smarter Planet…”
  • 41. 41 Smarter Planet = Smarter “Service” Systems INSTRUMENTED We now have the ability to measure, sense and see the exact condition of practically everything. INTERCONNECTED People, systems and objects can communicate and interact with each other in entirely new ways. INTELLIGENT We can respond to changes quickly and accurately, and get better results by predicting and optimizing for future events. WORKFORCE PRODUCTS SUPPLY CHAIN COMMUNICATIONS TRANSPORTATION BUILDINGS IT NETWORKS
  • 43. 43
  • 44. 44
  • 45. IBM Platforms for Entrepreneurs • Smarter Cities Intelligent Operations Center Platform • IBM Watson & Cognitive Computing Platform • IBM UP helping university startups to scale-up (growth) 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 45
  • 46. Welcome to the new age of platform technologies and smarter service systems for every sector of business and society nested, networks systems
  • 47. National Science Foundation A feature of a service system is the participation and cooperation of the customer in the service and its delivery. A service system then requires an integration of knowledge and technologies from a range of disciplines, often including engineering, computer science, social science, behavioral science, and cognitive science, paired with market knowledge to increase its social benefit. Nano-Bio-Info-Cogno
  • 48. Holistic Service Systems (HSS) 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 48 http://www.service-science.info/archives/1056 Nation State/Province City/Region University College K-12 Cultural & Conference Hotels Hospital Medical Research Worker (professional) Family (household) For-profits: Business Entrepreneurship Non-profits Social Entrepreneurship U-BEE Job Creator/Sustainer U-BEEs = University-Based Entrepreneurial Ecosystems “The future is already here (at universities), it is just not evenly distributed.” “The best way to predict the future is to (inspire the next generation of students to) build it better.” “Multilevel nested, networked holistic service systems (HSS) that provision whole service (WS) to the people inside them. WS includes flows (transportation, water, food, energy, com development (buildings, retail ,finance, health, education), and governance (city, state, nation). ” University Four Missions 1. Learning 2. Discovery 3. Engagement 4. Integration
  • 49. Universities Matter #1 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 49 Japan China Germany France United KingdomItaly Russia SpainBrazil Canada India Mexico AustraliaSouth Korea NetherlandsTurkey Sweden y = 0,7489x + 0,3534 R² = 0,719 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 %globalGDP % top 500 universities Nation’s % WW GDP and % Top 500 Universities (2009 Data)
  • 50. Universities Matter #2 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 50 …But it can be costly, American student loan debt is over $900M
  • 51. Universities Matter #3 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 51 “When we combined the impact of Harvard’s direct spending on payroll, purchasing and construction – the indirect impact of University spending – and the direct and indirect impact of off-campus spending by Harvard students – we can estimate that Harvard directly and indirectly accounted for nearly $4.8 billion in economic activity in the Boston area in fiscal year 2008, and more than 44,000 jobs.”
  • 52. 52 What are the trends? Digital Immigrant Born: 1988 Graduated College: 2012 Digital Native Born: 2012 Enters College: 2030
  • 55. Why ISSIP? T-shapes for Teamwork • Our world is becoming more interconnected and complex • Yet most organizations operate is silos • Most professional organizations do a great job of focusing on one discipline, function, or industry sector ISSIP is a professional society designed to focus on the interconnected nature of value co-creation for smart service systems (tech, biz, social, etc.) BREADTH DEPTH T-Shape professionals can innovate across traditional boundaries
  • 56. ISSIP Ambassadors • More than 15 Ambassadors and growing… • Link ISSIP to other professional associations, research centers, conferences, etc. • Help ISSIP co-sponsor activities in other conferences more... http://www.issip.org/learningcenter/valuen twork/
  • 57. Service Systems Fundamental Abstraction of Service Science: ISSIP portal to Disciplines (23), Professional Associations (39), Journals (20), Conferences (31), Workshops (7) IBM SSME Centennial Icon of Progress Discipline Association Marketing AMA Operations Research INFORMS Information Systems AIS Computer Science and Engineering ACM, IEEE Human Factors AHFE Operations Management POMS Systems Science ISSS Design SDN Systems Engineering IIE … … Serviceology SfS
  • 58. The Well-Read Service Scientist (The top 300 papers – together over 100,000 citations) • http://service-science.info/archives/2708
  • 59. Service-Dominant Logic Prof. Stephen VARGO Prof. Robert LUSCH Vargo, S. L., & Lusch, R. F. (2004). Evolving to a new dominant logic for marketing. Journal of marketing, 1-17. (Oct. 2013, ~4500 citations) Claude Frédéric Bastiat David Ricardo Colin Clark Richard Normann John Riordan
  • 60. Service Thinking Saperstein & Hastings: Book, Course, ISSIP Certificate All value is co-created Service systems we live and work in Componentized business architecture Global-mobile-social scalable platforms Run-Transform-Innovate Multi-sided metrics CVC Group, LLC 60
  • 61. 61 “Order of Magnitude” Observation: Modeling Holistic Service Systems Level AKA ~No. People ~No. Entities Example 0. Individual Person 1 10,000,000,000 Jim 1. Family Household 10 1,000,000,000 Spohrer’s 2.Neighborhood Street 100 100,000,000 Kensington 3. Community Block 1000 10,000,000 Bird Land 4. Urban-Zone District 10,000 1,000,000 SC Unified 5. Urban-Center City 100,0000 100,000 Santa Clara 6.Metro-Region County 1,000,000 10,000 SC County 7. State Province 10,000,000 1,000 CA 8. Nation Country 100,000,000 100 USA 9. Continent Union 1,000,000,000 10 NAFTA 10. Planet World 10,000,000,000 1 UN
  • 62. 3/26/2014 © IBM 2013 IBM University Programs worldwide accelerating regional development (IBM UPward) 62

Notas del editor

  1. Service ThinkingValue co-creation and capability co-elevationDigital Design ThinkingMore capabilities exist in software formCompliance capabilities as wellSystems ThinkingBalancing productivity & qualityBalancing compliance & innovation
  2. Individuals with smartphonesDrivers in driveless carsHome owners in smart rooms in their smart housesOccupants of smart buildings, sometimes 30 story smart buildings built in just 15 daysPatients, doctors, and nurses in smart hospitals and operating roomsTechnicians monitoring multiples aspects of from a smarter city intelligent operations centersSmall retail businesses taking credit card purchses on their smart phones
  3. Multilevel nested, networked holistic service systems (HSS) that provision whole service (WS) to the people inside them. WS includes flows (transportation, water, food, energy, communications), development (buildings, retail, finance, health, education), and governance (city, state, nation). What are the largest and smallest service system entities that have the problem of interconnected systems?Holistic Service Systems like nations, states, cities, and universities – are all system of systems dealing with flows, development, and governance.=============\Nations (~100)States/Provinces (~1000)Cities/Regions (~10,000)Educational Institutions (~100,000)Healthcare Institutions (~100,000)Other Enterprises (~10,000,000)Largest 2000>50% GDP WWFamilies/Households (~1B)Persons (~10B)Balance/ImproveQuality of Life, generation after generationGDP/CapitaQuality of ServiceCustomer ExperienceQuality of JobsEmployee ExperienceQuality of Investment-OpportunitiesOwner ExperienceEntrepreneurial ExperienceSustainabilityGDP/Energy-Unit% Fossil% RenewableGDP/Mass-Unit% New Inputs% Recycled Inputs
  4. Why service scientists are interested in universities…. They are in many ways the service system of most central importance to other service systems…Graph based on data from Source: http://www.arwu.org/ARWUAnalysis2009.jspAnalysis: Antonio Fischetto and Giovanna Lella (URome, Italy) students visiting IBM AlmadenDynamicgraphybased on Swissstudents work:http://www.upload-it.fr/files/1513639149/graph.htmlUS isstill “off the chart” – China projected to be “off the chart” in lessthan 10 years: US % of WW Top-RankedUniversities: 30,3 % US % of WW GDP: 23,3 %CorrelatingNation’s (2004) % of WW GDP to % of WW Top-Ranked UniversitiesUS isliterally “off the chart” – butincluding US make high correlationevenhigher: US % of WW Top-RankedUniversities: 33,865 % US % of WW GDP: 28,365 %
  5. http://www.bls.gov/emp/ep_chart_001.htmhttp://theeconomiccollapseblog.com/archives/student-loan-debt-hell-21-statistics-that-will-make-you-think-twice-about-going-to-collegePosted below are 21 statistics about college tuition, student loan debt and the quality of college education in the United States....#1 Since 1978, the cost of college tuition in the United States has gone up by over 900 percent.#2 In 2010, the average college graduate had accumulated approximately $25,000 in student loan debt by graduation day.#3 Approximately two-thirds of all college students graduate with student loans.#4 Americans have accumulated well over $900 billion in student loan debt. That figure is higher than the total amount of credit card debt in the United States.#5 The typical U.S. college student spends less than 30 hours a week on academics.#6 According to very extensive research detailed in a new book entitled "Academically Adrift: Limited Learning on College Campuses", 45 percent of U.S. college students exhibit "no significant gains in learning" after two years in college.#7 Today, college students spend approximately 50% less time studying than U.S. college students did just a few decades ago.#835% of U.S. college students spend 5 hours or less studying per week.#950% of U.S. college students have never taken a class where they had to write more than 20 pages.#1032% of U.S. college students have never taken a class where they had to read more than 40 pages in a week.#11 U.S. college students spend 24% of their time sleeping, 51% of their time socializing and 7% of their time studying.#12 Federal statistics reveal that only 36 percent of the full-time students who began college in 2001 received a bachelor's degree within four years.#13Nearly half of all the graduate science students enrolled at colleges and universities in the United States are foreigners.#14 According to the Economic Policy Institute, the unemployment rate for college graduates younger than 25 years old was 9.3 percent in 2010.#15One-third of all college graduates end up taking jobs that don't even require college degrees.#16 In the United States today, over 18,000 parking lot attendants have college degrees.#17 In the United States today, 317,000 waiters and waitresses have college degrees.#18 In the United States today, approximately 365,000 cashiers have college degrees.#19 In the United States today, 24.5 percent of all retail salespersons have a college degree.#20 Once they get out into the "real world", 70% of college graduates wish that they had spent more time preparing for the "real world" while they were still in school.#21Approximately 14 percent of all students that graduate with student loan debt end up defaulting within 3 years of making their first student loan payment.http://www.citytowninfo.com/career-and-education-news/articles/georgetown-university-study-shows-a-bachelors-degree-in-stem-pays-off-11102002About 65 percent of individuals with bachelor's degrees in STEM subjects commanded greater salaries than those with master's degrees in non-STEM fields, according to a Georgetown press release. Likewise, 47 percent of college graduates with bachelor's degrees in STEM fields earn higher wages than those with doctoral degrees in non-STEM subjects.
  6. Edu-Impact.Com: Growing Importance of Universities with Large, Growing EndowmentsRecently visited Yang building at StanfordOne of the greenest buildings on the planetBut if it does not evolve in 20 years it will not be the greenest buildingVisited supercomputers – we have two at IBM Almaden – there was a time they were in the top 100 supercomputers in the world – not any more ….So a Moore’s law of buildings is more than cutting waste in half every year, it is also about the amount of time it takes to structural replace the material with newer and more modern materials that provide benefits…
  7. There is a conference nearly every week, and approx. ten publication every day…Service Science Knowledge Environmenthttp://sske.cloud.upb.ro/sskemw/index.php/Main_Page
  8. Bastiat: Economic HarmoniesRicardo: Principles of Political Economy and TaxationClark: Conditions of Economic ProgressRiordan: Stochastic Service Systems