Table of Contents for Know Laboratories

CENTER FOR KNOWLEDGE CREATION AND INNOVATION

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Know Laboratories 

Thriving in an Age of Accelerating Uncertainty

Table of Contents

Change and Disruption

The Rules Have Changed. 

Grabbing an Option While Falling Through Space 

Anticipation 

Real Estate Investments

Equity 

Five Options for Unlocking Equity 

Pros and Cons of 3 Options 

Two Ways to Stay Home 

FOMO 

Real Estate Investment Types 

Building Your Rental Business 

Find Experts for Sophisticated Financial Strategies 

Manage Operations and a Marketing Campaign

Factors Influencing Real Estate Markets

Determinism 

Demographic Lifestyles and Buying Power 

Who’s Free to Move About the Country? 

Wireless Resorter or High Country Eagle? 

Trends and Forces Shaping Your Work and Investments

Tomorrow 

What Lies Ahead? 

Millennials and Boomers Shape the Economy 

Emerging Trends in Innovation and Future Jobs 

On The Verge of a New Era 

Appreciation 

Forces of Change and Disruption 

When Will Your Industry Get Turned Upside Down? 

Driving Radical and Incremental Innovation 

Artificial Intelligence, Quantum Computing and the Future of Work

The Future’s Arriving Faster than You Think. Now What? 

Open Innovation, Crowdsourcing Platforms and Disruptive Technologies 

What Does It Take to Capitalize on Digital Transformations? 

8 Forecasts to Help You Stay Ahead of the Curve 

When’s the Next Recession? Will You Be Ready This Time? 

If a New Era of Technology is in the Driver’s Seat, Where Are We Going? 

Which forces have peaked or are reversing themselves? 

What Do You Need To Know As AI Changes Your World? 

Looking Through the Glass Door: Cloudy With a Chance of Disruption 

Consciousness, Disruption and Chaos. It’s All Good!? 

Is It Too Late to Stimulate Your Creative Juices? 

Is Doing What You Already Know Ever Enough? New Possibilities. More Choices. 

Is Now the Time for You to Digest, Pivot and Profit? 

Is It Time to Inhale the Future and Exhale the Past? Just Ask Walmart. 

Knowing About New Possibilities Gives You More Choices. Check These Out. 

Change Itself Doesn’t Hurt. What Hurts is Our Resistance to Change. 

What’s Next? If I Only Had a Brain 

What In The “World” is Next?

What In The “World” is Next?

What’s Next? There’s no need to look anywhere else. Enjoy getting up to speed about, remote work, disruptions, innovation, coronavirus, artificial intelligence, R&D and so much more all in one place.

You can stay up-to-date with stories streaming from our “Daily Digest” delivered, “Fresh from the Labs. Literally bottled and set adrift from KnowWhere Atoll” for only $1 a month.

Top 11 Quick Hit Knowledge Bits

See what you’ve missed with today’s Top 11 Quick Hit Knowledge Bits. Here’s all you’ve got to do — just  tap the latest headlines we’ve curated just for you.

Planet

Disaster and Belief

Economic Carbon Costs

Predictable Weather Extremes

Magnetic Reversals

Above and Below the Surface

Photo Image:  Journal of 2020 Foresight by KnowLabs

Previous: “What’s the Science of Two Brains Kissing? 

Related: “Tap and Go to Discover What’s Next”, Disruption or Post- Pandemic Renaissance? What’s Heading Your Way?“, “What Should You Know About Next Year?”, “What’s Leo Got to Do With It? Microbes? Innovation?”, “Just When You Thought It Would Be Safe for the Holidays …”, “Resilience or denial? Are we just too numb to care?”, “16 Innovations, Trends and Predictions for a Better Life”, Not just for Parents —18 Trends to Get Smart About” and 21 Trends You Won’t Want to Miss Again

CENTER FOR KNOWLEDGE CREATION AND INNOVATION

The Knowledge Path | Know Laboratories | Knowledge Banking | Knowledge ATMs | Western Skies and Island Currents | Best West Road Trips

What’s Next? If I Only Had a Brain

What’s Next? There’s no need to look anywhere else. Enjoy getting up to speed about, remote work, disruptions, innovation, coronavirus, artificial intelligence, R&D and so much more all in one place.

You can stay up-to-date with stories streaming from our “Daily Digest” delivered, “Fresh from the Labs. Literally bottled and set adrift from KnowWhere Atoll” for only $1 a month.

Top 5 Quick Hit Knowledge Bits

See what you’ve missed with today’s Top 5 Quick Hit Knowledge Bits. Here’s all you’ve got to do — just  tap the latest headlines we’ve curated just for you.

Brain

Previous: “What’s the Science of Two Brains Kissing? 

Related: “Tap and Go to Discover What’s Next”, Disruption or Post- Pandemic Renaissance? What’s Heading Your Way?“, “What Should You Know About Next Year?”, “What’s Leo Got to Do With It? Microbes? Innovation?”, “Just When You Thought It Would Be Safe for the Holidays …”, “Resilience or denial? Are we just too numb to care?”, “16 Innovations, Trends and Predictions for a Better Life”, Not just for Parents —18 Trends to Get Smart About” and 21 Trends You Won’t Want to Miss Again

CENTER FOR KNOWLEDGE CREATION AND INNOVATION

The Knowledge Path | Know Laboratories | Knowledge Banking | Knowledge ATMs | Western Skies and Island Currents | Best West Road Trips

Change Itself Doesn’t Hurt. What Hurts is Our Resistance to Change.

“… will require changes in product design and business approaches that have ripple effects throughout supply chains and economic systems.”

What are multi-level solutions? How is MIT driving innovation towards zero waste in circular economies?  Can apps really fuel data-rich pictures to save the planet? What’s on the near horizon for healthcare? Is money really the root of all evil? Or, is it simply an entrenched mindset highly resistant to change?

And, finally why are physicists “high-fiving” themselves for discovering a formula for water drops?  Is it about the potential commercial opportunities from the formula’s cascading, rippling effects?

We Need a Data-Rich Picture of What’s Killing the Planet

To tackle the marine litter mystery, Eriksen and other antipollution groups built an app that hundreds of volunteers used to map the banks of the Los Angeles River, where trash was entering the marine ecosystem. Now cities can use that data to do surgical interventions, like identifying hot spots that need more trash cans or more frequent cleanup. “It’s totally scalable,” Eriksen says, and groups from Ecuador to Hawaii plan to use the app for their own surveys.” WIRED · by Clive Thompson Illustration CAITLYN GRABENSTEIN

Calling Innovators To Join The Circular Economy Challenge

This realization, fuelled by escalating consumer concern, is driving businesses to find multi-level solutions for circular economies with zero waste. In support, MIT’s Solve initiative is calling for innovators to submit their sustainable solutions. The leading question is, ‘How can people create and consume goods that are renewable, repairable, reusable and recyclable?’ Generating these solutions, Solve proposes, ‘will require changes in product design and business approaches that have ripple effects throughout supply chains and economic systems.’” by Natalie Parletta ROMOLO TAVANI, ADOBE PHOTO STOCK

Curated by Steve Howard in “The Journal of 2020 Foresight,” the Know Laboratories’ digital magazine.

The next frontier in health care: regenerative medicine

This is done through diet, lifestyle, acupuncture — which stimulates the body’s own stem cells — mindset and other practices. Regenerative medicine is an exciting aspect of this care. ‘Prescriptions and surgery certainly have their place in health care, but I think people in general are recognizing the need to be stewards of their own health,’ Dr. Lawrence said. ‘If we can look at the whole person and picture, we can see a long-term better result. Hopefully this is where we’ll see healthcare going — with different health care providers coming together.’” By Lauren Glendenning Shutterstock images

Rise of the Extinction Deniers

What does all of this serve? Obviously, just as with climate denial, the more you deny that extinctions happen or that they’re a problem, the more you can drill, blast, pave, extract or eliminate—all so you can remove any barriers to your “freedom” and make as much money as you want. Amidst a very real extinction crisis affecting species around the globe, that’s the type of mindset that needs to go extinct.” Scientific American By John R. Platt Credit: Paul Brennan Pixabay

Scientists Discover an ‘Unexpectedly Simple’ Formula Behind The Nature of Water Drops

This infinitesimal phenomenon has been studied by physicists for decades, but while the overall concept may be easy to imagine, discerning the mathematical relationships that underpin such electrified explosions has been anything but. Now that it’s been figured out, scientists say this one formula could lead to new advancements in everything from space propulsion to mass spectrometry, high-resolution printing, air purification, molecular analysis, and more.” BY PETER DOCKRILL (peter bocklandt/iStock)

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Knowing About New Possibilities Gives You More Choices. Check These Out.

When compared with previous industrial revolutions, the Fourth Industrial Revolution is evolving at an exponential rather than a linear pace.

What is it that big companies don’t understand about 83 million of their customers? What’s hiding in  Mary Meeker ‘s 333 slides this year? If you don’t know what the 4th Industrial Revolution is all about, will there be any hope for you in the future? Why isn’t separating your recycles from your garbage bins at your curbside enough? What’s hiding in your gut and why does it mean to your response to drug treatments – especially if you suffer from Parkinson’s? And, what’s this about floating solar panel islands, CO2 conversion and sea water?

Here’s the 1 Eye-Opening Statistic About Millennials That Big Companies Are Finally Beginning to Notice Hint: 35 percent.

“But a new report suggests that big companies are having a sudden realization–something that almost every one of the 83.1 million Millennial Americans knew a long time ago, and in fact that they’ve been screaming from the proverbial rooftops. It’s that while as a generation Millennials are “digitally native, mobile oriented, media savvy, politically progressive, ethnically diverse, well-educated and culturally savvy,” as Adweek put it recently, they also have one other giant defining characteristic: They’re kinda broke. The big culprits? There are two (neither is a big surprise). Number 1 is housing. Millennials are spending far more than their predecessors just to keep a roof over their heads. Half are still renting, and they’re paying a larger share of their income in rent than previous generations did. Number 2 is student debt. Americans under 30 owe $384 billion in student loans. Go back to 2004 — and honestly, student loans were a big issue then already — and the number was just $148 billion for that cohort.” By Bill Murphy Jr.

Mary Meeker just published her highly anticipated internet trends report

Well-known venture capital investor Mary Meeker is out with her annual internet trends report, which has become required reading for tech investors. After splitting with Silicon Valley investing giant Kleiner Perkins in September, Meeker started a new firm called Bond Capital, which has raised $1.25 billion so far.  The 333-slide report highlights the rise in digital media and visual communication like Instagram, wearable technology and digital payments, among other trends. More than half of the human population is online, Meeker said on stage at Recode. Public and private investments into tech companies is at at a two-decade high, nearing $200 billion last year. Wearable technology is booming, and users have doubled in the past four years. E-commerce and ride-share driven digital payments are rising. Image-based communication like Instagram, is on the rise. YouTube and Instagram are gaining the most for time spent on online platforms. Interactive games like Fortnite are gaining ground. Total players have accelerated at 2.4 billion, up 6% this year. “Privacy concerns are high but they’re moderating,” Meeker said on stage at Recode. Media time spent on mobile hit “equilibrium.” China makes up 21% of total global internet users vs. 8% in the United States.” Kate Rooney

Curated by Steve Howard in “The Journal of 2020 Foresight,” the Know Laboratories’ digital magazine.

The Fourth Industrial Revolution: what it means, how to respond

“When compared with previous industrial revolutions, the Fourth is evolving at an exponential rather than a linear pace. Moreover, it is disrupting almost every industry in every country. And the breadth and depth of these changes herald the transformation of entire systems of production, management, and governance. The possibilities of billions of people connected by mobile devices, with unprecedented processing power, storage capacity, and access to knowledge, are unlimited. And these possibilities will be multiplied by emerging technology breakthroughs in fields such as artificial intelligence, robotics, the Internet of Things, autonomous vehicles, 3-D printing, nanotechnology, biotechnology, materials science, energy storage, and quantum computing.”  Klaus Schwab  Founder and Executive Chairman, World Economic Forum

United States of Plastic Where does your plastic go? 

“Global investigation reveals America’s dirty secret A Guardian investigation has found that hundreds of thousands of tons of US plastic are being shipped every year to poorly regulated developing countries around the globe for the dirty, labor-intensive process of recycling. The consequences for public health and the environment are grim. A team of Guardian reporters in 11 countries has found:Last year, the equivalent of 68,000 shipping containers of American plastic recycling were exported from the US to developing countries that mismanage more than 70% of their own plastic waste.” Guardian US · Erin McCormick, Bennett Murray , Carmela Fonbuena , Leonie Kijewski, Gökçe Saraçoğlu , Jamie Fullerton, Alastair Gee and Charlotte Simmonds 

Rigorous study explains how a single gut bacteria species can eat Parkinson’s disease drug

One of the most compelling, and burgeoning, areas in medical research today is the influence of our gut microbiome on a whole host of mechanisms in our body. A Yale University study just last week catalogued how 76 kinds of gut bacteria can negatively affect 176 commonly prescribed medicines. Ultimately this new research paints the most complete picture to date of how a specific bacterial species can disrupt the metabolism of a commonly used drug. The striking study offers a new insight into why medicines do not work the same way in every person, and better understanding these mechanisms may suggest ways to significantly improve the efficacy drugs we have already developed, instead of producing entirely new ones.” Rich Haridy

Giant Floating Solar Farms Could Extract CO2 From Seawater, Producing Methanol Fuel

“Millions of floating islands, clustered together, that convert carbon dioxide to methanol fuel could help reduce the amount of green house gases in the atmosphere, according to researchers from Norway and Switzerland. In the paper, the researchers suggest floating islands similar to large-scale floating fish farms. They would use photovoltaic cells that could convert solar energy into electricity. This would then power hydrogen production and carbon dioxide extraction from seawater. The gasses produced would then be reacted to form methanol that can be reused as a fuel.” Scott Snowden

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

Is Doing What You Already Know Ever Enough? New Possibilities. More Choices.

“Handle today with an eye to the future.  Accept full responsibility for your part in creating it.”

Vitality follows those on the edge of the known.  Anyone doing what they know they can do is playing it too safe to feel successful. Knowing about new possibilities gives you more choices.  

Economic Trends

Recession “So, without fanfare, here is a straightforward look at what is going on, and why the coming recession itself is NOT the issue for you.  It is how you prepare for it.  Because if you do, you actually have a chance to profit from it.

Technology Trends

AI predicts your expiration date.

Curated by Steve Howard in “The Journal of 2020 Foresight,” the Know Laboratories’ digital magazine.

“Scientists recently trained an AI system to evaluate a decade of general health data submitted by more than half a million people in the United Kingdom. Then, they tasked the AI with predicting if individuals were at risk of dying prematurely — in other words, sooner than the average life expectancy — from chronic disease, they reported in a new study.”

Medical Science Trends

Cancer. Will this breakthrough upset AI’s prediction?

The team then tested it on 11 patients with advanced stage lymphoma as part of a clinical trial, where some experienced full remission for periods ranging from months to years. Buoyed by these promising results, the researchers have already kicked off clinical trials for lymphoma, breast, head and neck cancer patients, and lab tests are continuing on liver and ovarian cancer. 

Startups and Innovation

What about the 94% failure rate?

Group work produces more feasible ideas while individual work produces more original ideas. To get both original and feasible ideas, you need to combine individual time with group time as the researchers did in the hybrid structure.

Science

STEM? Why does it matter? Then what?  

Science knowledge can help you navigate a variety of everyday situations — “such as making health care decisions or deciding what to eat. Communities can benefit from higher levels of science knowledge, particularly as they make sense of potential health hazards in their environment.

In 2030

If your AI expiration date is delayed by a decade, how will your world change?

Homes: By learning your preferences and your habits, and automatically adjusting the light, heat, even your TV channels, before you have to ask. “It’s about how that home reacts to you and makes you comfortable. 

Ease of Changing Reality: Solving fake news requires rebuilding the news ecosystem, and educating people to critically think and be more responsible on the social networks.

Genome Editing: Presumably different cultures will find different approaches and applications ethical. So it’s going to be a very complex future.

Memory: working on how we encode memory as electrical signals in a part of the brain called the hippocampus.

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

Consciousness, Disruption and Chaos. It’s All Good!?

But that happened over several generations and centuries. We are going to see that kind of upheaval in many industries in half a generation.

 

“The results can have a tremendous impact on our understanding of how the immune system functions and how the incidence of some of the most serious illnesses, including diabetes, cancer and Alzheimer’s, might be avoided,”

Economic Recovery

Journal of 2020 Foresight

The Coming Recession Will Be Different

“Markets and most businesses will figure out how to survive. New businesses will keep launching. New technologies will thrive. We will continue to need food, shelter, transportation, communication, and all the things we think of as normal today. This will all happen while technology “eats” jobs faster than it creates them. It was all well and good when we went from 80% of the workforce on farms to 1% today. But that happened over several generations and centuries. We are going to see that kind of upheaval in many industries in half a generation. Can you blame frustrated workers? People wishing that they can have their jobs protected? Wanting the government to do something? In the coming decade, I think politics will be more important to markets than ever before. That is not to say investors can’t figure it out. Recovery from the Great Recession was the slowest on record. The next recovery will be even slower.” John Mauldin Contributor, Markets forbes.com Photo- Getty

Technology-Driven Disruption

10 Industries On The Cusp Of Technological Disruption

The experts of Forbes Technology Council are often ahead of the curve when it comes to tech trends. Below, nine members share their insider perspectives on the industries and services that are on the cusp of tech disruption in the near future.

1. Doctor’s Office Visits. 2. Financial And Legal Services. 3. Healthcare Diagnostics. 4. Education. 5. Data Protection. 6. Customer Service. 7. Insurance. 8. Automotive Industry. 9. Security. 10. ‘Paper Pushers’. Expert Panel, Forbes Technology Council.” forbes.com Photo- Getty

Memories of the Past

How the Brain Creates a Timeline of the Past

The brain can’t directly encode the passage of time, but recent work hints at a workaround for putting timestamps on memories of events. Invigorated by empirical support for their theory, he and his colleagues have been working on a broader framework, which they hope to use to unify the brain’s wildly different types of memory, and more: If their equations are implemented by neurons, they could be used to describe not just the encoding of time but also a slew of other properties —  even thought itself. But that’s a big if. Since the discovery of time cells in 2008, the researchers had seen detailed, confirming evidence of only half of the mathematics involved. The other half — the intermediate representation of time — remained entirely theoretical. Until last summer.” Jordana Cepelewicz, Staff Writer quantamagazine.org  Photo Cydney Scott for Boston University Photography (Howard); Courtesy of Karthik Shankcar

Consciousness Frontiers

How we identified brain patterns of consciousness

“Research like this has the potential to lead to an understanding of how objective biomarkers can play a crucial role in medical decision making. In the future it might be possible to develop ways to externally modulate these conscious signatures and restore some degree of awareness or responsiveness in patients who have lost them, for example by using non-invasive brain stimulation techniques such as transcranial electrical stimulation. Indeed, in my research group at the University of Birmingham, we are starting to explore this avenue. Excitingly the research also takes us as step closer to understanding how consciousness arises in the brain. With more data on the neural signatures of consciousness in people experiencing various altered states of consciousness – ranging from taking psychedelics to experiencing lucid dreams – we may one day crack the puzzle.” Davinia Fernández-Espejo theconversation.com Photo whitehoune/Shutterstock

Chaos and Serious Illness Prevention

Immune system found to tap into chaos theory to regulate itself

“This isn’t just a system that tolerates chaos either. As the levels of NF-κB swing up and down, the activation of certain genes increases, meaning the protein is working at peak efficiency when there’s a healthy amount of chaos in the system. “The results can have a tremendous impact on our understanding of how the immune system functions and how the incidence of some of the most serious illnesses, including diabetes, cancer and Alzheimer’s, might be avoided,” says Mogens Høgh Jensen, co-author of the study. “For example, we know that cancer is related to a failure of signaling within the body. So, to avoid cancer, it is imperative to have the right dynamic at work in cells.” Michael Irving newatlas.com Credit: agsandrew/Depositphotos

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

Looking Through the Glass Door: Cloudy With a Chance of Disruption

Correction? Bear or Bull? Recession? Is it time to activate Plan B?

Photo: Glasdoor.com

Get an early handle on the potential for a major recession, consider the potential impacts on you, your career, your organization and respond sufficiently ahead of any expected economic downturn.

You owe it to yourself to read the full report from Glassdoor summarized below:

Job Market Trends: Five Hiring Disruptions to Watch in 2019

Andrew Chamberlain, Ph.D., Chief Economist, Glassdoor

Photo: Visual Hunt

It wasn’t all good times in 2018. New economic clouds appeared on the horizon. Tariffs stoked fears of slowing trade that may cripple U.S. exporters and raise prices for consumers. The Federal Reserve raised interest rates three times, causing a slowdown in the nation’s housing market in a period when mortgages grew more expensive. Meanwhile, the stock market slowed, leaving the S&P 500 index mostly flat.” Glassdoor Research Report 

Which Hiring Trends Shaped 2018?

  1. “Artificial Intelligence is a Worker’s Ally, Not a Replacement
  2. Women Executives Make Waves…But There’s Room for More
  3. Growing Concerns About Employee Data Privacy and Protection 
  4. The Gig Economy is Smaller Than We Thought
  5. Local Talent Matters in the Era of Amazon’s HQ2″
Photo: Visual Hunt

“However, it’s never too early to prepare for an economic rainy day. Even during the best of times, now is an opportunity for employers to focus on hiring quality talent who will be retained both in good times and bad. Meanwhile, job seekers should shore up savings, polish up resumes and look for a job and company that fits their life in 2019 and beyond.” Glass Door Research Report

 

Which Threats and Opportunities Will Emerge in 2019 And Beyond?

  1. “Data-Driven Matching Will Be the New Paradigm for Hiring
  2. The New Era of Tech Hiring Will Be for Non-Tech Jobs
  3. More Companies Will Try to Get Diversity, Inclusion and Belonging Right 
  4. A Tidal Wave of Aging Workers Could Mean Labor Shortages for Decades 
  5. More Job Seekers and Employers Will Brace for an Economic Recession

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

What Do You Need To Know As AI Changes Your World?

Deep learning involves feeding data to large neural networks that crudely simulate the human brain

 

Image credit: Getty Images
The picture out there and the one painted above is one of massive and rapid change to the way people think and operate, which will affect material pain.

 

The AI Survival Guide For Leaders

“I am not a huge fan of perpetual clichés like, “The world will be changing faster than ever before,” and “This time is different,” but this time is different. The picture out there and the one painted above is one of massive and rapid change to the way people think and operate, which will affect material pain. But with change also comes excitement and opportunity. And those reading articles like this one will react to the impending change with a sense of enablement, not shock. Avoiding amygdala hijacks in favor of optimistic clarity will allow leaders to harness the newfound time — freed up by artificial intelligence — to steer an ever-growing enterprise.” Forbes CommunityVoice by Laura Berger photo Pexels

The A-Z of how artificial intelligence is changing the world

a is for… artificial intelligence

“Since the early days of computers, scientists have strived to create machines that can rival humans in their ability to think, reason and learn – in other words, artificial intelligence. While today’s AI systems still fall short of that goal, they are starting to perform as well as, and sometimes better than, their creators at certain tasks. Thanks to new techniques that allow machines to learn from enormous sets of data, AI has taken massive leaps forward. AI is starting to move out of research labs and into the real world. It is having an impact on our lives. BBC future” By Richard Gray Image credit: Getty Images

One of the fathers of AI is worried about its future

“Yoshua Bengio wants to stop talk of an AI arms race and make the technology more accessible to the developing world. Alongside Geoff Hinton and Yann LeCun, Bengio is famous for championing a technique known as deep learning that in recent years has gone from an academic curiosity to one of the most powerful technologies on the planet. Deep learning involves feeding data to large neural networks that crudely simulate the human brain, and it has proved incredibly powerful and effective for all sorts of practical tasks, from voice recognition and image classification to controlling self-driving cars and automating business decisions.” View on technologyreview.com by Will Knight ECOLE POLYTECHNIQUE | FLICKR

The difference between AI and machine learning, explained

“Machine learning is a subset of artificial intelligence, just one of the many ways you can perform AI. Machine learning relies on defining behavioral rules by examining and comparing large data sets to find common patterns. This is an approach that is especially efficient for solving classification problems. For instance, if you provide a machine learning program with a lot of x-ray images and their corresponding symptoms, it will be able to assist (or possibly automate) the analysis of x-ray images in the future. The machine learning application will compare all those different images and find what are the common patterns found in images that have been labeled with similar symptoms. And when you provide it with new images it will compare its contents with the patterns it has gleaned and tell you how likely the images contain any of the symptoms it has studied before.” thenextweb.com By BEN DICKSON 

What is machine learning? We drew you another flowchart

Machine learning is the process that powers many of the services we use today—recommendation systems like those on Netflix, YouTube, and Spotify; search engines like Google and Baidu; social-media feeds like Facebook and Twitter; voice assistants like Siri and Alexa. The list goes on. In all of these instances, each platform is collecting as much data about you as possible—what genres you like watching, what links you are clicking, which statuses you are reacting to—and using machine learning to make a highly educated guess about what you might want next. Or, in the case of a voice assistant, about which words match best with the funny sounds coming out of your mouth. Frankly, this process is quite basic: find the pattern, apply the pattern.” MIT Technology Review View on technologyreview.com by Karen Hao

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

19) Anticipate the growing shifts in life and business. Nobody wants to swim upstream if the current is moving everything in the opposite direction. Clue your fans in.

Which forces have peaked or are reversing themselves?

Turbulent changes in the current of our life – its pace, pattern and scale – challenge our notions of what is real.

 

Since beginningless time people have wanted to know where life will take them. 

 

Today you and I are in one of those periods that occur every 200 or 300 years when people don’t understand the world anymore, when the past is not sufficient to explain the future. 

Turbulent changes in the current of our life – its pace, pattern and scale – challenge our notions of what is real. 

How do you stimulate your own powers of foresight?

Consider the following thought provokers. 

Ask yourself, in following categories 

  1. What are the brand new trends and forces? 
  2. Which are the ones growing in importance? 
  3. Which current forces are loosing their steam? 
  4. Which have peaked or are reversing themselves? 
  5. Which are the “wildcards” about to disrupt us in the future? 

TECHNICAL thought for food: 

Electronics, 

Materials, 

Energy, Fossil, Nuclear, Alternative, Other, 

Manufacturing (techniques), 

Agriculture, 

Machinery and Equipment, 

Distribution, 

Transportation (Urban, Mass, Personal, Surface, Sea, Subsurface, Space), 

Communication (Printed, Spoken, Interactive, Media), 

Computers (Information, Knowledge, Storage & Retrieval, Design, Network Resources), 

POLITICAL thought for food:

Post-Cold War, Third World, 

Conflict (Local, Regional, Global), 

Arms Limitation, Undeclared Wars, Terrorism, Nuclear Proliferation, Weapons of Mass Destruction, 

Governments (More/Less Power and Larger or Smaller Scale), 

Taxes, 

Isms: Nationalism, Regionalism, Protectionism, Populism, 

Cartels, Multinational Corporations, Balance of Trade, Third Party Payments, 

Regulations (OSHA, etc.) Environmental Impact, 

U.S. Prestige Abroad. 

SOCIAL Thought for food: 

Labor Movements, 

Employment Patterns, Work Hours / Schedules, Fringe Benefits, 

Management Approaches, Accounting Policies, Productivity, Energy Costs, 

Generations: Elderly, Boomers, X, Y, Z 

Urban vs. Rural Lifestyles, 

Affluent vs. Poor, 

Neighborhoods and Communities,

ECONOMIC Thought for food: 

Unemployment / Employment Cycles, 

Recession, Balance of Payments, 

Inflation, 

Taxes, 

Rates of Real Growth, 

Distribution of Wealth, 

Capital Availability and Costs, 

Reliability of Forecasts, 

Raw Materials, Availability and Costs, 

Global versus National Economy, 

Market versus Planned Economies, 

Planned or Organic Growth.

Steps:

6)   Anticipate changing circumstances and economic cycles.

7)   Persist and pivot to navigate external threats and opportunities.

17) Sketch out your trajectory in 5-year timeframes.  Will we fall into another recession?  Absolutely.  Will you be ready this time with future-proofed strategies?

19) Anticipate the growing shifts in life and business. Nobody wants to swim upstream if the current is moving everything in the opposite direction. Clue your fans in.