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Analogy 
A century ago, computers were jobs. It was probably one of the most mentally challenging work functions of its day. Today, machines perform computations billions of times faster than people and large computations are no longer done by hand. In upcoming decades, many white-collared jobs and professions will undergo the same transition, re-defining our roles in the workflow and the new competencies required.
Intelligence will be everywhere. And they will be mostly non-human. 
Machines will answer most questions better than humans. 
• Our value-add will become less of providing answers and more of asking right questions. 
• The “why” becomes more important than the “how”, which is a higher form of intelligence. 
• Whenever machines replaces human operators, old jobs are lost and new jobs are created. 
• New jobs are those that transcend machines. The new machine masters (i.e. innovators, entrepreneurs, creative engineers) will triumph. 
My Predictions for 2030s
Agriculture 
Industrial 
Innovation 
Farmers 
Operators 
Innovators 
Value Creation 
Time 
Many of the jobs we educate children for will not exist Many of the new jobs still do not yet exist 
WE ARE HERE 
Inflexion Point
“there’s never been a worse time to be a worker with only ‘ordinary’ skills and abilities to offer, because computers, robots, and other digital technologies are acquiring these skills and abilities at an extraordinary rate.” 
“Now comes the second machine age. Computers and other digital advances are doing for mental power—the ability to use our brains to understand and shape our environments—what the steam engine and its descendants did for muscle power.” 
Machines Are The New Workforce
2011 
2012 
2009 
2012 
<< Written By Tech Entrepreneurs, MIT Professors, Computer Scientists. Now Entering Mainstream. 
“A Robot in Every Home”, Bill Gates, 2006 
“Why Software is Eating the World”, Marc Andreesson, 2011 
“Algorithms Control Wall Street”, WIRED, 2010 
“More Jobs Predicted For Machines, Not People”, NYT, 2011 
“Marathon Machine”, Economist, 2011 
“Robot Revolution – Your Job May be Next”, Fiscal Times, 2011 
“It’s Man vs Machine Recovery”, Bloomberg BW, 2012 
“Robots Are Taking Mid-Level Jobs”, ComputerWorld, 2011 
“When Droids Take Your Job”, LA Times, 2011 
Machines Are The New Workforce 
2014
The Machines are Catching Up 
• IBM’s Watson 2011 Landmark Victory in Jeopardy! 
• Google’s Self-Driving Car 
• Baxter Robot 
• Apple’s Siri Voice Assistant 
• Narrative Science’s News Writing Bot 
• Wall Street Trading Algorithms 
• Google Translate 
(1) Science Fiction is Now or Will Soon Be Reality! 
(2) Recent Technology Advancements Shocked Everybody 
(3) Technology Will Replace Not Only Blue Collar, But Many White Collar Jobs 
(4) Entrepreneurs Prefer Machines to People 
We are on the verge of tipping point 
Machines Are The New Workforce 
Human Capability 
Machine Capability
2020s 
Robotic Revolution 
Smart Algorithms 
3D Printing 
APPROACHING SUB-ZERO COST OF COMPUTING, STORAGE & BANDWIDTH 
Machines Are The New Workforce
Machines Are The New Workforce
Machines Are The New Workforce
KNOW & APPLY JOBS 
IMAGINE, INVENT & INNOVATE JOBS 
“ROUTINE” 
“CREATIVE” 
“POST-GOOGLE, THE ALL KNOWING ONE” 
“PRE-GOOGLE” 
“APPLICATION OF KNOWLEDGE” 
“REAL WORLD PROBLEM SOLVING” 
“SOLUTION ORIENTED” 
“WELL DEFINED & DISCRETE STEPS” 
“OPERATOR” 
“INNOVATOR” 
NEW VS OLD JOBS 
“TECHNOLOGISTS”
KNOW & APPLY JOBS 
IMAGINE, INVENT & INNOVATE JOBS 
“CONTENT” IS KING 
“CREATIVITY” 
“COLLABORATION” 
“COMMUNICATION” 
“CRITICAL THINKING” 
“CURIOSITY” 
NEW VS OLD EDUCATION
Half-Life of Skills: 10-15 years 
Half-Life of Skills: 2-5 years 
OLD GAME 
NEW GAMES 
NEW VS OLD CAREERS
• Eye for New Opportunities 
• New Ways to Create Value 
• Risk Taking 
• Repurposing Capabilities 
• Agility & Dynamism 
• Tran-disciplinary 
• Relentless Learning 
• Ability to Sell & Influence 
= Entrepreneurial + Creative! 
NEW VS OLD CAREERS
“In a Hyper-competitive and Hyper-connected World, there will no employees and workers. Everyone will be a BUSINESS OF ONE. Not everyone needs to be an entrepreneur but everyone needs to be entrepreneurial in their careers.” 
BUSINESS MODEL 
COMPETITIVE ADVANTAGE 
PRICING 
CUSTOMER/S 
BRANDING 
MARKET SEGMENT 
You, Inc. 
COMPETENCIES 
BUSINESS OF ONE
“The Past is Owned By Those Who Know. The Present is Controlled by Those Who Think. The Future Belongs to Those Who Can Imagine.” Charlie Ang
WE ARE A FAMILY OF PASSIONATE & ACCOMPLISHED INNOVATORS WITH DIVERSE INDUSTRY, DOMAIN & TECHNICAL EXPERTISE 
The Innovators Institute is a professional development centre, peer support network and global expert resource for innovation leaders, professionals and novices. 
Our role is to inspire, nurture and accelerate innovators to drive the Innovation Economy and re-invent the world for the better. 
www.t-i-i.co
THE FUTURE OF _______?
sg.linkedin.com/in/cangels/

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Bett Leadership Summit - Future Ready Students by Charlie Ang

  • 2. Analogy A century ago, computers were jobs. It was probably one of the most mentally challenging work functions of its day. Today, machines perform computations billions of times faster than people and large computations are no longer done by hand. In upcoming decades, many white-collared jobs and professions will undergo the same transition, re-defining our roles in the workflow and the new competencies required.
  • 3. Intelligence will be everywhere. And they will be mostly non-human. Machines will answer most questions better than humans. • Our value-add will become less of providing answers and more of asking right questions. • The “why” becomes more important than the “how”, which is a higher form of intelligence. • Whenever machines replaces human operators, old jobs are lost and new jobs are created. • New jobs are those that transcend machines. The new machine masters (i.e. innovators, entrepreneurs, creative engineers) will triumph. My Predictions for 2030s
  • 4. Agriculture Industrial Innovation Farmers Operators Innovators Value Creation Time Many of the jobs we educate children for will not exist Many of the new jobs still do not yet exist WE ARE HERE Inflexion Point
  • 5. “there’s never been a worse time to be a worker with only ‘ordinary’ skills and abilities to offer, because computers, robots, and other digital technologies are acquiring these skills and abilities at an extraordinary rate.” “Now comes the second machine age. Computers and other digital advances are doing for mental power—the ability to use our brains to understand and shape our environments—what the steam engine and its descendants did for muscle power.” Machines Are The New Workforce
  • 6. 2011 2012 2009 2012 << Written By Tech Entrepreneurs, MIT Professors, Computer Scientists. Now Entering Mainstream. “A Robot in Every Home”, Bill Gates, 2006 “Why Software is Eating the World”, Marc Andreesson, 2011 “Algorithms Control Wall Street”, WIRED, 2010 “More Jobs Predicted For Machines, Not People”, NYT, 2011 “Marathon Machine”, Economist, 2011 “Robot Revolution – Your Job May be Next”, Fiscal Times, 2011 “It’s Man vs Machine Recovery”, Bloomberg BW, 2012 “Robots Are Taking Mid-Level Jobs”, ComputerWorld, 2011 “When Droids Take Your Job”, LA Times, 2011 Machines Are The New Workforce 2014
  • 7. The Machines are Catching Up • IBM’s Watson 2011 Landmark Victory in Jeopardy! • Google’s Self-Driving Car • Baxter Robot • Apple’s Siri Voice Assistant • Narrative Science’s News Writing Bot • Wall Street Trading Algorithms • Google Translate (1) Science Fiction is Now or Will Soon Be Reality! (2) Recent Technology Advancements Shocked Everybody (3) Technology Will Replace Not Only Blue Collar, But Many White Collar Jobs (4) Entrepreneurs Prefer Machines to People We are on the verge of tipping point Machines Are The New Workforce Human Capability Machine Capability
  • 8. 2020s Robotic Revolution Smart Algorithms 3D Printing APPROACHING SUB-ZERO COST OF COMPUTING, STORAGE & BANDWIDTH Machines Are The New Workforce
  • 9. Machines Are The New Workforce
  • 10. Machines Are The New Workforce
  • 11. KNOW & APPLY JOBS IMAGINE, INVENT & INNOVATE JOBS “ROUTINE” “CREATIVE” “POST-GOOGLE, THE ALL KNOWING ONE” “PRE-GOOGLE” “APPLICATION OF KNOWLEDGE” “REAL WORLD PROBLEM SOLVING” “SOLUTION ORIENTED” “WELL DEFINED & DISCRETE STEPS” “OPERATOR” “INNOVATOR” NEW VS OLD JOBS “TECHNOLOGISTS”
  • 12. KNOW & APPLY JOBS IMAGINE, INVENT & INNOVATE JOBS “CONTENT” IS KING “CREATIVITY” “COLLABORATION” “COMMUNICATION” “CRITICAL THINKING” “CURIOSITY” NEW VS OLD EDUCATION
  • 13. Half-Life of Skills: 10-15 years Half-Life of Skills: 2-5 years OLD GAME NEW GAMES NEW VS OLD CAREERS
  • 14. • Eye for New Opportunities • New Ways to Create Value • Risk Taking • Repurposing Capabilities • Agility & Dynamism • Tran-disciplinary • Relentless Learning • Ability to Sell & Influence = Entrepreneurial + Creative! NEW VS OLD CAREERS
  • 15. “In a Hyper-competitive and Hyper-connected World, there will no employees and workers. Everyone will be a BUSINESS OF ONE. Not everyone needs to be an entrepreneur but everyone needs to be entrepreneurial in their careers.” BUSINESS MODEL COMPETITIVE ADVANTAGE PRICING CUSTOMER/S BRANDING MARKET SEGMENT You, Inc. COMPETENCIES BUSINESS OF ONE
  • 16. “The Past is Owned By Those Who Know. The Present is Controlled by Those Who Think. The Future Belongs to Those Who Can Imagine.” Charlie Ang
  • 17. WE ARE A FAMILY OF PASSIONATE & ACCOMPLISHED INNOVATORS WITH DIVERSE INDUSTRY, DOMAIN & TECHNICAL EXPERTISE The Innovators Institute is a professional development centre, peer support network and global expert resource for innovation leaders, professionals and novices. Our role is to inspire, nurture and accelerate innovators to drive the Innovation Economy and re-invent the world for the better. www.t-i-i.co
  • 18. THE FUTURE OF _______?