3. How many children will there be in 2100?
BillionChildren(<15yrs)
0
1950 2000 2050 2100
4
2
3
1
4 billion
3 billion
2 billion
A
B
In 1950 there were fewer than one billion children (aged 0-14) in the world.
By 2000 there were almost two billion. How many do UN experts think there
will be in 2100?
?
www.gapminder.org/teach Version: 13Free teaching material for a fact-based worldview
Source: http://esa.un.org/unpd/wpp/unpp/panel_indicators.htm
B
C
5. B 3 billionB
A 4 billionA
2 billionC
How many children will there be in 2100?
CORRECT
ANSWER
6. What is the average life expectancy at birth
in the world today??
www.gapminder.org/teach Version: 13Free teaching material for a fact-based worldview
50 years
60 years
70 years
AA
AB
AC
8. What percentage of adults in the world
today are literate — can read and write??
80%
60%
40%
AA
AB
AC
9. What percentage of adults in the world today
are literate — can read and write?
80%
60%
40%
AA
AB
AC
CORRECT
ANSWER
10. Extreme Poverty Rate Trend
In the last 20 years the proportion of the
World population living in extreme poverty
has...
?
Almost doubled
Remained more or less the same
Almost halved
AA
AB
AC
11. Q7.1
AA
AB
AC
Almost doubled
Remained more
or less the same
Almost halved
Extreme Poverty Rate Trend — ANSWERS
In the last 20 years the proportion of the World population
living in extreme poverty has...
CORRECT
ANSWER
12. The world is better than it has ever
been (This does NOT mean we should take
our foot off the accelerator but rather
acknowledge the progress we have made)
If this peaked your interest, go to GapMinder.org and read Factfulness by Hans Rosling!
What does this all mean?
Stay grounded in data driven
insights (replace the dramatic
worldview with a fact-based worldview)
1
2
15. The coin toss for the US Open
final match was at 4pm…
And every min an exponential
drop of water falls on the court…
How long (in mins) will it take for
the water to reach your seat at
the very top row of the stadium?
Assuming that…
40 mins
= 0.05 ml
= 61,780,500,000 ml
The disruptive nature of exponential growth
20. Terry Stuart @ C2 Montreal 20
Marketers are leveraging
crowdsourcing and facial
recognition like
to assess their marketing material
One step further…
NeuroMarketing which is the use of
medical technologies such as fMRI to
study the brain's responses to marketing
stimuli
Computer Vision
Knowledge
representation /
reasoning
31. Presentation title
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31
Contributions to others: social improvements
and helping people in need
Relevance: feeling like your contributions have
made an impact
Status: respect, recognition, and an increased
sense of worth
Control: freedom to do your own work and master a task
Power: the ability to direct or influence others in a
leadership capacity
Learning: attainment of valuable skills and new
experiences
Belonging to a community: a sense of
connection
Accomplishment: intrinsic satisfaction in
completion and achievement
Benefits of a purpose
driven life
https://www2.deloitte.com/content/dam/Deloitte/us/Documents/about-deloitte/us-about-defining-purpose-vertical-infographic.pdf
32. Terry Stuart @ C2 Montreal 32
Map to your values & beliefs
Framing your
purpose:
Know what you stand for.
Do what you believe in
Gain deeper insight through journaling to
contemplate and discover your “best self”
Do more of the things that you are
good at that energize you
Don’t forget to engage in hobbies and
activities that give you pleasure
Continue to reflect and re-
frame your purpose as your
situation changes. Be agile,
adapt, and repeat
Consider a short break or a longer vacation to
rest and recover so you can be refreshed for
what’s next
Don’t underestimate the impact you have on others.
Imagine your life experiences as valuable coins.
Share them but also get inspired as a “coin” collector
Understand what’s holding you back. Re-
frame those faulty stories and excuses you
tell yourself with a new positive narrative
Remember to take care of
yourself first before you take
care of others
Self awareness through reflection
Play to your strengths
Pursue your passion
Life is an adventure
Take time to recharge
Share your coins
Road blocks & barriers
Make self-care a priority
34. Redefine work and workforces
New realities #3: Unleashed workforce
Continuum of talent
L i f e l o n g
r e i n v e n t i o n
E m p l o y e e s
J o i n t v e n t u r e s
C o n t r a c t o r s
F r e e l a n c e r s
C r o w d s
R o b o t s
Source: New realities facing today’s leaders, Deloitte Insights 2018
E x p o n e n t i a l
o r g a n i z a t i o n s
T e c h , t a l e n t &
t r a n s f o r m a t i o n
T h e
u n l e a s h e d
w o r k f o r c e
T h e e t h i c s o f
w o r k &
s o c i e t y
35. Engage and promote lifelong learning
K-12 Post Secondary Early Career Mid Career Late Career Retired
Angela Jackson Sofia Jonas Wil Rachelle
Take active ownership over your on-going talent
development needs, addressing the entire continuum
of lifelong learners
36. W H Y W A S I T C R E A T E D ?
We wanted to create a movement that
could ignite the power of the crowd to
build upon each other’s strengths. An
organism for learning that could grow
and adapt on its own.
-Gord Sandford, Lead Partner of Deloitte’s Canadian Deloitte Digital Practice
38. Presentation title
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38
Think exponential, ask yourself…
How do we prepare for the various policy changes that will
result from exponential technologies?
1
How does my organization build a continuous sensing
engine?
2
What are you, personally, and your organization doing to
prepare for the future of work (e.g. digital literacy, human
centric skills)? What skills do you need?
3
How am I going to be more A.P.E. (awake, purposeful and
engaged) in the work that I do?4
39. Schedule a
test drive
Buy an ecobee3
thermostat
Watch
Black Mirror
Buy smart glasses
from By North
Experience AI with
Google Quick Draw
Tour a start-up
incubator/
accelerator
Attend SingularityU
Global Summit
August 19-21st
Constructive disruptor roadmap
Read Factfulness
by Hans Rosling
40. Thank you!
SEE THE PRESENTATION
AgeOfDisruption.xyz
Presentation code: interac
Notas del editor
Defining your purpose as an organization
Exponential technologies more broadly (AI call out will be interesting for them, as well as anything around cyber)
Some specific technologies of interest:
AI
Quantum
Cyber
Changing workforce and training in a digital age
Awake (know the data)
Purposeful (anchor in purpose and passion)
Engaged (continue to learn and adjust)
Factfulness, like a healthy diet and regular exercise, can and should become part of your daily life. Start to practice it, and you will be able to replace your overdramatic worldview with a worldview based on facts.”
· Many people around the world have an overdramatic worldview. This means that we think that the world is more frightening, violent and hopeless than it really is. This worldview is stressful and incorrect.
· Though practice, by accessing data and by using simple strategies, we can replace the over- dramatic worldview with a fact-based worldview. This worldview enables us to make better and wiser decisions, it makes us more aware of real dangers and possibilities, and it helps us to stress less about the wrong things.
Summarizing the Ten Instincts
The ten instincts discussed in Factfulness are:
1) The Gap Instinct, which makes us divide things into two groups. This instinct fuels the mis- conception that the countries in the world can be divided into rich and poor, with a gap between the two groups. In reality, most countries are in the middle.
2) The Negativity Instinct, which makes us take more notice of the bad than of the good. This instinct fuels the misconception that the world is steadily deteriorating, when it is in fact improving.
3) The Straight Line Instinct, which makes us assume that lines in graphs are straight. This instinct fuels the misconception that the world’s population is just increasing, and will continue to increase if nothing drastic is done. In fact, the world’s population is increasing a lot, but the rate of increase has already begun to slow down, and the line in the graph will almost certainly be horizontal as we approach the end of this century.
The Fear Instinct, which makes us focus our attention on dramatic dangers and overlook those things that pose the biggest risk. This instinct fuels the misconception that the world is more frightening than it really is.
The Size Instinct, which makes us misjudge the proportions or sizes of certain things. This instinct makes us systematically underestimate the progress that has taken place in the world.
The Generalization Instinct, which makes us generalize incorrectly. It is impossible to avoid generalizations, but incorrect generalizations makes us clump things together, like people
and countries, that are actually very different.
The Destiny Instinct, which gives us the impression that innate qualities determine the fate
of people as well as countries. This instinct fuels the misconception that societies and cul- tures are not in a constant state of change, and it makes us mistake slow rates of change for no change at all.
The Single Perspective Instinct, which concerns our love of simple ideas and attracts us to simple explanations and solutions. As a result of this instinct we often misunderstand the world and become blind to information that does not fit into our perspective.
The Blame Instinct, which makes us search for a culprit when something bad happens and a hero when something good happens. This instinct blocks our analytical skills and makes us simplify the world instead of searching for alternative explanations.
10. The Urgency Instinct, which gives us a sense of urgency—“now or never!”—and makes us want to act immediately (while we seem to lack the instinct to take long-term risk seriously). This instinct impedes our ability for critical thinking when we face complex problems.
Those data driven insights are shaping exponential organizations
Do you all recall this recent moment in history? We are going to use this to understand the nature of disruptive growth…
61,780.5 square metres= 61,780,500,000 ml
Per drop is 0.05 mL
P(t)=.05(2^t)
t=?
P(t)=61780500000 ml
.05ml= P1
t=40.168
=40 mins 10 secs
It’s 4pm. Imagine you are in the stadium about to watch the Bianca andreescu and Sereina Williams play the final match for the US Open CHampion. In this stadium you are sitting on the seat at the very top of the stadium, with the best overview of the whole stadium (or the only tickets you could realistically get your hands on).
To make things more interesting, imagine the stadium is completely water-tight.
The question is, if a drop of water is added to the stadium and then one minute later it doubles in size to two drops, and then one minute after that it doubles again to 4 drops, and so on.. doubling in size every minute, how much time do you have to leave your seat and get out of the stadium before the water reaches your seat at the very top?
Think about it for a moment. Is it hours, days, weeks, months?
The first drop of water lands on the court, at 4pm.
You have exactly until 4:40:10pm. It takes less than 41 minutes to fill a whole stadium with water! This is impressive!
But it gets better:At what time do you think the stadium is still 50% empty? Take a guess.
The answer: At 9:39:10. You think you are safe because it seems that you have plenty of time left, whereas due to the exponential growth you really have to take immediate action if you want to have any chance of getting out of this situation.
Think about that… let it sink in… before you do.
Definition: Ability for technology to sense, reason, engage and learn. Predictive and not bound by rules.
Use cases
Google DeepMind will use 1M anonymized eye scans to train a neural network to identify early signs of degenerative eye conditions
IBM’s Watson supercomputer discovered five new genes linked to ALS at the Barrow Neurological Institute, which was the first AI-driven neurological disease discovery
Arria NLG uses natural language generation and other artificial intelligence technologies to provide real-time advanced data analysis and insights that help automate finance operations, such as credit reporting and financial planning and analysis (FP&A)
Key players:
SenSentia
Sensentia empowers people to understand their health insurance benefits in a natural way. Sensentia makes answering your member’s questions easy and dramatically improves the efficiency of your CSRs and Associates
Sensentia automates complex tasks and processes in the health care administration domain that previously could only be done by humans, driving higher efficiency, better quality of service, at much lower cost. Sensentia is developing a whole platform and ecosystem of applications addressing a multitude of pains in this space. Our first product is providing a fully automated system to answer the billion of phone calls insurers receive from providers and members every year.
www.sensentia.com
Deep mind
DeepMind Technologies Ltd. operates as an artificial intelligence company. They builds general-purpose algorithms for use in simulations, e-commerce applications, and games. DeepMind markets its products and services internationally.
2010
M&A
https://deepmind.com/
Partnership with hospital: “We are delighted to announce the results of the first phase of our joint research partnership with Moorfields Eye Hospital, which could potentially transform the management of sight-threatening eye disease.” https://deepmind.com/blog/moorfields-major-milestone/
Sophia genetics
Sophia Genetics is a tech company that created SOPHiA AI to help healthcare professionals better diagnose and treat patients
2011
https://www.sophiagenetics.com/home.html
IBM Watson
https://www.ibm.com/watson/
Powered by the latest innovations in machine learning, Watson lets you learn more with less data. You can integrate AI into your most important business processes, informed by IBM’s rich industry expertise. You can build models from scratch, or leverage our APIs and pre-trained business solutions. No matter how you use Watson, your data and insights belong to you − and only you.
Arria
Arria is the leader in real-time data storytelling. Our core product is known as the Arria NLG Platform, a form of artificial intelligence software that specializes in extracting information from complex data sources and communicating that information in natural language. We configure the Platform for a wide range of client needs; and we also offer its technology as pre-packaged SaaS Products and as a Software Development Kit (SDK) via the NLG Cloud which has APIs that allow developers to add NLG functionality to their own applications.
Partnership with IBM Watson and Genpact (finances)
IPO
2011
London UK
Atomwise
SF, 2012, Series A
Atomwise develops artificial intelligence systems using powerful deep learning algorithms and supercomputers for drug discovery
www.atomwise.com/
Forward
Forward is a primary care membership that takes your healthcare to a new level: unlimited visits, genetic testing, heart screening, and more — with one flat monthly fee.https://goforward.com/
Membership ($149 a month)
App based
Other:
Ways AI Can Revolutionize Human Resources
Automate Business Processes
Enhance Efficiency
Reduce Bias
Narrow The Talent Pipeline
Replace Administrative Tasks
Communicate Candidate Status
Simpler Sourcing
Reduce Administrative Load
Highlight Better Talent
Increase The Human Experience
Stay Compliant
* https://www.forbes.com/sites/forbeshumanresourcescouncil/2018/07/09/11-ways-ai-can-revolutionize-human-resources/
Image analysis
Currently, image analysis is very time consuming for human providers, but an MIT-led research team developed a machine-learning algorithm that can analyze 3D scans up to 1,000 times faster than what is possible today. This near real-time assessment can provide critical input for surgeons who are operating. It is also hoped that AI can help to improve the next generation of radiology tools that don’t rely on tissue samples. Additionally, AI image analysis could support remote areas that don’t have easy access to healthcare providers and even make telemedicine more effective as patients can use their camera phones to send in pics of rashes, cuts or bruises to determine what care is necessary.
AI can help turn masses of information into actionable knowledge, which radiologists can then use to do what they’re trained to do. While an AI assistant is useful for sorting through huge amounts of imaging data, the final critical decision-making is still best left to the human specialist.
https://hbr.org/2018/03/ai-will-change-radiology-but-it-wont-replace-radiologists
anesthesiologists may face upheaval, since Johnson & Johnson already has an FDA-approved device that automates the delivery of low levels of anesthesia
One example of using AI to support admin tasks is a partnership between the Cleveland Clinic and IBM that uses IBM’s Watson to mine big data and help physicians provide a personalized and more efficient treatment experience. One way Watson supports physicians is being able to analyze thousands of medical papers using natural language processing to inform treatment plans.
Knowledge rep and reasoning
-Understand and represent knowledge, and use it to answer questions and draw new conclusions
Speech rec
-Transcribe human speech
Robotics
-manipulate objects and move about
Planning and scheduling
-including navigation
Computer vision
-perceive and categorize objects
Natural language processing
-understand and communicate successfully – including context
TAX IMPLICATIONS
In September, the Department of Justice announced a partnership with the Canada Revenue Agency to analyze thousands of court cases to predict how judges might rule on a given set of facts. The CRA confirmed in February 2018 that the CRA is developing predictive analytics to “identify areas of non-compliance by discovering unseen patterns of data.” Specifically, the CRA I now using new data models to identify high-risk taxpayers to initiate audits.
AI could also be used in the international tax context to address the OECD/G20 Base Erosion and Profit Shifting Initiative as a tax treaty assistant for the “principal purpose test,” allocation of taxing jurisdictions where there are multiple jurisdictions involved in a single transaction or business arrangement, and assessing the application of international anti-avoidance legislation.
How AI was applied:
Applicatio o f AI: Computer Vision + Knowledge representation and reasoning
Digital content and tech products are made better when they are informed by human emotions. Affectiva has built their neuroscience technique to work online as participants emote in their natural environments. Computer vision algorithms identify key landmarks on the face, machine learning algorithms classify facial expressions, combinations of facial expressions are mapped to emotions, and this is all processed in real time.
In the past three years, the Affdex software has processed more than 1 billion frames of face video of people watching advertisements and entertainment content in over 75 countries. They have crowdsourced the worlds largest repository of emotional response to digital media.
Facial and emotional recognition capabilities are becoming exponentially better, leading to dramatically better content and immersive experiences than we have ever seen before.
The dark side to the technology is it may lead to the end of anonymity as we know it. A study released Tuesday (10/18/16) suggested that thanks in part to selfies, half of all US adults are in facial recognition databases accessible by law enforcement agencies (Georgetown Law’s Center on Privacy and Technology). If that isn’t frightening enough, last year Facebook’s head of artificial intelligence research lab shared that their algorithms are able to identify an individual with 83% accuracy even if their face is not visible. (https://www.newscientist.com/article/dn27761-facebook-can-recognise-you-in-photos-even-if-youre-not-looking/#.VYlmMFPF8YI)
Affectiva Explanation Video: https://labs-portal.affectiva.com/portal/web-demo
More info on NeuroMarketing
Neuromarketing is the application of neuroscience to marketing. Neuromarketing includes the direct use of brain imaging, scanning, or other brain activity measurement technology to measure a subject’s response to specific products, packaging, advertising, or other marketing elements. In some cases, the brain responses measured by these techniques may not be consciously perceived by the subject; hence, this data may be more revealing than self-reporting on surveys, in focus groups, etc.
More generally, neuromarketing also includes the use of neuroscience research in marketing. For example, using fMRI or other techniques, researchers may find that a particular stimulus causes a consistent response in the brain of test subjects, and that this response is correlated with a desired behavior (e.g., trying something new). A marketing campaign that specifically incorporates that stimulus hoping to create that behavior can be said to incorporate neuromarketing, even though no physical testing of subjects was done for that campaign.
What it is: (video by Australian team)
There are five global predictions for quantum computing Deloitte has made:
The quantum computer market of the future will be about the size of today's supercomputer market-around US$50 billion
Quantum computers will not replace classical computers for decades, if ever
The first commercial general-purpose quantum computers will appear in the 2030s at the earliest
The Noisy Intermediate Scale Quantum (NISQ) computing market-using what could be considered early-stage quantum computers - will be worth hundreds of millions of dollars per year in the 2020s
The quantum-safe security industry is likely to be worth hundreds of millions of dollars per year in the 2020
Examples: Quantum power presents great opportunities. IBM says it can lead to new breakthroughs in science, life-saving medical advances, and financial strategies to live well in retirement. Algorithms could even quickly direct emergency services such as ambulances. Given the fragile state of quantum, there is the ability to have part Quantum part Digital computers. Quantum= speed, Digital = accuracy. Example of Quantum and Digital working together = fertilizer https://www.youtube.com/watch?v=A1mVtTyuJhw
Very real limitations: Currently the quantum bits, or qubits, have to be kept really cold (around absolute 0) because when they heat up, the atoms being used move around too much and introduce a lot of noise to the signal, meaning it’s not really practical to have one in your phone yet.
Current computing size: Right now, the commercial quantum computer available, the IBM Q System One, is 20 qubits – and Google’s is 72 qubits. Both not very big…
Bottom lineWhile QC is still a swiftly-developing field with limited current applications, it is a key area to watch for developments. This is both because of the significant implications QC has for solving classical cryptography and because it will be one of the greatest “new” technology revenue opportunities to emerge over the next decade.
Deterring hackers: This might seem rather esoteric, but it has huge implications for cybersecurity. Hackers can snoop on conventional bits flowing across the internet without leaving a trace. But interfering with quantum units of information causes them to lose their delicate quantum state, leaving a telltale sign of hacking. If qutrits (this is latest breakthrough in Quantum, instead of Qubits we now can process three atoms at a time called Qutrits. See article: https://www.technologyreview.com/f/614209/a-super-secure-quantum-internet-just-took-another-step-closer-to-reality/)can be harnessed at scale, they could form the backbone of an ultra-secure quantum internet that could be used to send highly sensitive government and commercial data.
Examples: Quantum power presents great opportunities. IBM says it can lead to new breakthroughs in science, life-saving medical advances, and financial strategies to live well in retirement. Algorithms could even quickly direct emergency services such as ambulances. Given the fragile state of quantum, there is the ability to have part Quantum part Digital computers. Quantum= speed, Digital = accuracy. Example of Quantum and Digital working together = fertilizer https://www.youtube.com/watch?v=A1mVtTyuJhw
https://medium.com/@jackkrupansky/what-applications-are-suitable-for-a-quantum-computer-5584ef62c38a
Ionq Computing
Singularity Hub
Xanadu
Honeywell
IBM
Summary: Technological innovation is unlocking vast opportunities for growth and productivity. It is also giving rise to new and rapidly evolving cyber risks that are raising the bar on cybersecurity and increasing the need for talent. As the world becomes more digitally interconnected, maintaining cyber security will become more difficult. Digital tools are increasingly being connected to physical infrastructure, and properly securing the critical systems that result is essential.
Soon your fridge will be able to buy your food on Amazon, having noticed what you liked on Facebook and Instagram. Cybersecurity is crucial for this to happen; to make sure that, while our food preferences are being noted, our identity is not stolen, credit cards not cloned, and our devices are not tampered with by malicious actors out to steal data or modify a machine’s behaviour. As the Fourth Industrial Revolution progresses and the integration and interaction of different technologies is used to improve individual and environmental wellbeing, cybersecurity will be ever more important.
https://www.weforum.org/agenda/2019/08/we-must-treat-cybersecurity-like-public-good/
wo aspects are particularly relevant: stability and trust. Without effective security measures in place, cyberthreats may undermine the stability of information societies, making digital technologies a source of risk more than a source of development. At the same time, a lack of security around digital technologies will erode users’ trust, which will in turn cripple adoption and hinder innovation.
The growing cybersecurity industry is projected to be worth $300B+ by 2025. CB insights
Analysts estimate that cyber risk globally “could slow the pace of technological innovation by as much as US$3 trillion in lost economic value in 2020.“ (source: Deloitte Report on Cyber, The changing faces of cybersecurity – Closing the cyber risk gap)
https://www2.deloitte.com/content/dam/Deloitte/ca/Documents/risk/ca-cyber-talent-campaign-report-pov-aoda-en.PDF
At a global level, cybercrime causes multibillion dollar losses to business; the average cost of cybercrime for an organization has increased from $11.7 million in 2017 to $13.0 million.
WEF
Augmented Security:
Organizations will have to make use of machine learning and artificial intelligence in order to better measure and report cyber risk, as they confront issues associated with the proliferation devices powering smart cities and the Internet of Things.
Video link: https://www.youtube.com/watch?v=MK0SrxBC1xs
Date: 2015
Awake (know the data)
Purposeful (anchor in purpose and passion)
Engaged (continue to learn and adjust)
A meaningful life is more than just the pursuit of happiness. Discovering your passions and understanding your purpose can help you have a deeper connection to something greater beyond yourself.
What does it look like to lead a meaningful life?
Everyone can cultivate meaning in their daily lives. But how we do it may look different for each of us…
Here are some common value-drivers people often gain from pursuing their passions and purpose:
Contributions to others: social improvements and helping people in need
Relevance: feeling like your contributions have made an impact
Status: respect, recognition, and an increased sense of worth
Control: freedom to do your own work and master a task
Power: the ability to direct or influence others in a leadership capacity
Learning: attainment of valuable skills and new experiences
Belonging to a community: a sense of connection
Accomplishment: intrinsic satisfaction in completion and achievement
FINDING MEANING
Purpose can give us energy, optimism, and motivation to live our life to the fullest. It is a guiding light that can help us focus on the things that matter most, even in the face of adversity
Awake (know the data)
Purposeful (anchor in purpose and passion)
Engaged (continue to learn and adjust)
Change in technology is leading to change in work and workforces. Stay aware of these changes, be purposeful with you actions as an individual and as a leader, and engage in building the a work place that fits with the new realities.
Shortage of Cyber talent: https://www2.deloitte.com/content/dam/Deloitte/ca/Documents/risk/ca-cyber-talent-campaign-report-pov-aoda-en.PDF
When we consider the learners of the future, we are really looking at life long learning spanning over all ages and stages.
Meet PERSONAS
K-12: Discribe Everett Tang for Angela (on a middle school robotics team, can’t wait to compete on a national level)
Uni student: currently frustrated with the 4 year old tech offered by the uni. he is co-op student at Deloitte and doesn’t want to go back to school)
Early Career: just joined the work force
mid Career: was in audit, now becoming a blockchain expert
Late Career: started his own construction company 30 years ago, now 500 employees and faced with disruption of advanced manufacturing
Retired : Retired doctor and wants to continue to learn! Willing to pay!
Re-focusing on work integrated learning
“Redefine the way education is consumed in order to equip students and employees with what they need to be successful in today’s world, drive positive change for learning institutions and help employers leverage talent to increase innovation and push Canada to the global stage.”
Key message: sensing and scanning is critical to keeping up with the rate of change. Stay engaged in the conversation to stay on top of trends through organizations outside of your immediate circle.
New cross-industry ecosystems are evolving to enable co-created solutions and to serve markets in ways that are beyond the means of any single actor (or a near-homogenous group of actors).
Key message: What can you do when you walk about these doors?