While innovation is happening at an astonishing rate, we’re still nowhere near a Westworld-esque future where robots and automation rule. Robots have come a long way, but still need human expertise and skills to function. Therefore, the outcome is less likely a replacement of humans, but rather a reskilling.
There is a valid concern over the possibility of increasing inequality in our automated future. Once robots enter the workforce fully, most highly-skilled, educated workers are likely to experience a smaller shift in responsibilities than their less-skilled, educated counterparts. In order to adapt, those with fewer skills and education will likely have to expand their abilities to either empower them to work with robots or fall within the realm of abilities that robots currently lack, such as emotional intelligence and creativity.
For those that adapt to work alongside robots and automation, most will experience an increase in job quality, or even safety. For example, customer service professionals have been using AI chatbots for a few years now, and chatbots like bold360 allow the AI to answer the simpler questions, giving the humans more time to focus on complex customer issues. For example, HP’s virtual agent helps its support team sort through nearly 600 million technical support requests each year. There are also bomb disposal robots that use VR to allow soldiers to pilot them while disarming bombs from a safe distance.
It’s predicted that, despite disruption, there is still a net positive outlook for jobs. In other words, though 75 million current roles may be displaced by technology, 133 million entirely new roles may emerge simultaneously. These roles will likely be of two categories, one that deals predominantly with emerging technologies, like IT Services or AI Specialists, and one that provides the exclusively human touch, such as Designers or Human Resources.
Other reports, like this one from Brookings Institute, find that approximately 25% of US jobs are likely to be affected by automation. At face value, this number can seem concerning, but it’s important to remember that the process of implementation will still take time.
In the time it takes for the world to fully implement robots and automation in the majority of work systems, humans will be able to adapt and learn new skills, especially if they are empowered by their employers. Some are calling this the “Skills Revolution,” which refers to the fact that the skills required in the workforce are changing at a rapid pace. In the face of this, workers must embrace continuous learning opportunities, and employers must provide ongoing training to future-proof their employees.
To do just that for your employees, consider the following steps:
Pay attention to trends
As a futurist, I am constantly on the lookout for new Megatrends and patterns that may affect our future. This skill has served me and many others well over the years and has helped HP prepare itself for the years to come.
When it comes to future-proofing yourself in the face of automation, pay attention to new careers and job opportunities. It’s predicted that 65% of the jobs that Gen Z will perform don’t even exist yet. If you are able to spot a job trend and properly prepare for it, you could help usher in an entirely new career field.
Embrace lifelong learning
Gone are the days where you could learn a set of skills, perform them for the rest of your life, and earn a living. Nearly all careers require the occasional training or upskilling, but soon it will be necessary to dedicate time to learning on an ongoing basis. For some, this could mean improving their existing abilities and adding complementary skillsets, but for others it could mean learning an entirely new skill. It’s predicted that 42% of required skills will change by 2022, requiring the average worker to adapt to new tasks such as analytical thinking and negotiation. To adjust to these new skills by 2022, employees will need 101 days of training on average.
Thankfully, there are plenty of resources that will help, like Coursera and Lynda, as well as an emergence of recognized online higher education.
Maintain a growth mindset
How do you cope with challenge and difficulty? Do you give up when you feel that something is out of your range of abilities, or do you accept it as a learning opportunity? To maintain a growth mindset, you must learn to embrace challenges and failure as opportunities for growth, rather than letting them stop you in your tracks.
When you develop a growth mindset, you’re able to have the confidence to push through challenges, and this persistence will help you prepare for our automated future. Whether this is a small shift in your career or a larger transition to an entirely new field, a growth mindset will help you see things through a positive lens.
As the pace of change continues to accelerate, one thing is certain. The future will look very different than it does today. I believe this accelerated innovation and the Megatrends driving it
will have a sustained, transformative impact on the world in the years
ahead — on businesses, societies, economies, cultures and our personal
This change is inevitable, and those that anticipate and
embrace it will be the revolutionaries of the experience age. In fact,
adapting to the changes is the difference between leading change and
being led by it. Unfortunately, there is no magic pill. No silver
bullet. It takes dedication and thought. So, how can you lead the way
and future-proof yourself?
When I was in college, a single computer took up an entire room. Yes, am dating myself a little here…. Now, we hold computing devices in the palms of our hands. In fact, we have more computing power in our pockets than all of NASA had when they put the first man on the moon in 1969.
Innovation is significantly shaping our world. And it’s the number #1 topic I’m most frequently asked about. Whether it’s at the HP offices, at speaking engagements, or when I attend conferences, people want to know how they can tap into their own inner innovator, and spark innovation at their offices.
Innovation is an attitude. As an innovator you need to believe you can change the world, that if you keep working on a problem you will eventually find a solution, and that anything is possible. Innovators have a passion to make things happen. They relentlessly take action.
with small things. Have lunch every week with someone outside of your
team. Talk to them about what they do and how they do it. Innovation is
about leveraging diversity, and the more you know about more things, the
better you will be able to innovate.
down your ideas. Sometimes the simple act of writing things down can
bring your ideas to life. You never know when that list will come in
Once you become comfortable with those, move on to larger mindset shifts.
your assumptions about everything. Many times, the “right” way to do
things can be altered and improved, it just takes someone to question
the underlying assumptions. Ask yourself, how can this be improved? How
can we make it better?
2.Keep learning or unlearning
times of change, learners inherit the earth, while the learned find
themselves beautifully equipped to deal with a world that no longer
exists.” –Eric Hoffer
you have a fixed mindset, your qualities are carved in stone. If you
lack a skill, you will continue to lack it. However, when you adopt a
growth mindset, you can grow and change through persistence and
experience. With a fixed mindset, you can be easily overwhelmed with the
future’s uncertainty, but the future belongs to those who can adopt a
growth mindset and keep learning.
very interested in how the line between science and philosophy is
blurring. It seems where science doesn’t have all the answers (e.g.
quantum mechanics and the true nature of reality), philosophy comes back
to the fore to help us imagine the possibilities that we hope science
might one day prove out. Consider Einstein’s original thought experiment
about sitting on the end of a light beam (philosophy) and how that led
him to the special theory of relativity (science). Both are equally
important for charting the human future in a world of accelerating
change and technology.
A Nielsen study
examined the impact of collaboration in the development stage of
innovation. It showed ideas developed by teams of three or more people
have 156% greater appeal with consumers than those developed by just one
or two people who played a hands-on role.
developed by teams of three or more people have 156% greater appeal
with consumers than those developed by just one or two people who played
a hands-on role.
with people in your field (current or desired) by discovering how they
think and their vision of the future. When you get to know one another,
you feel more comfortable sharing ideas and voicing your opinions,
creating healthy collaboration.
Stay current on trends by reading, watching, and listening to sources you trust. As a futurist, my job requires a keen understanding of how the world around us is evolving, the global forces that are dramatically changing the landscape of markets and industries, and trends that are reshaping customer expectation.
At HP, we’ve formalized our analysis and forecasting process into a body of work we call Megatrends, a systematic effort to identify the global technological, economic, and social currents that are influencing how people will live and work around the world in the future. Take a look at this year’s report that looks at how innovation and disruptions in economics, data, automation, and energy impact megatrends.
I stay on top of trends by reading the latest technology news, speaking
with customers and industry pundits, paying attention to university and
academic research areas, monitoring venture investing trends and
start-up activity. I also draw from my personal experiences, media
coverage, and public data sources.
important to have a vision and desired outcomes in mind. Then explore
how trends and technologies can help you realize those outcomes. Ongoing
problems the world is facing, like poverty and climate change, cannot
be solved with short-term thinking. If we want to move forward and
create the future we want, we must adopt long-term, futuristic thinking.
you’ve identified the trends, come up with proactive statements about
where you think the future is going. This is something that true disrupters do. So … ask outlandish questions, free your mind, and push yourself outside of your box. The future is yours to create.
5. Give yourself a break
all that, are you feeling a bit frazzled? We spend hours pondering how
we can stay ahead of this change instead of being led by it. Even if we
could predict the future perfectly (which, of course, we can’t), we need
to be willing to reinvent ourselves continuously as all of this change
in our world occurs.
It’s okay to take a break from
future-proofing yourself. Read a book. Take a walk outside. Listen to
your favorite music. Give your brain a chance to breath and recharge.
future will be transformed by people like you, who are strategic
thinkers, quick to innovate, and passionate. What do you think? What
skills or mindsets will we need to adopt today for the future? Sound off
Did you know the 4D printing industry is expected to be worth upwards of $537 million by 2025 and grow by a CAGR of 42.95% between 2019 and 2025? This is being driven by the need to reduce the costs of manufacturing and processing in the face of an increasing focus to ensure a sustainable environment. Today, I’m diving into the top 4 questions about 4D printing:
What is the difference between 3D and 4D printing?
4D printing is similar to 3D printing since it uses the same techniques of computer-programmed “printing” of layered materials to create a three-dimensional object. However, during the fabrication process of 4D printing, the printed produce reacts to external stimuli — heat, water, chemical, pressure, etc. — to self-assemble or change
It’s a further evolution of 3D printing and is set to completely alter how we create and produce materials by adding the dimension of transformation over time into the creation process.
How does 4D printing work?
4D printing involves 3D printing objects that can self-assemble and transform based on some external stimuli. For example, a table that assembles itself when you touch a part, or an airplane wing that transforms with wind speed, or a temperature-activated cardio stent.
In order to make something “4D” — assemble itself or change precisely under certain conditions — a precise geometric code is used based on the object’s angles and dimensions, as well as measurements that dictate how it should change shape when interacting with outside forces.
It’s all about self-assembly. The ability to program a particular area of the material and be able to activate it through heat, water, chemical reaction, pressure and many other external influences to actually do self-assembly. Altogether these represent what I believe will be the next industrial revolution and a fundamental transformation in manufacturing overall.
What is 4D printing used for?
4D printing technology is not merely a novelty, but a necessity due to increasing urbanization caused by world population growth that is expected to reach 8 billion people over the next 30 years. This will cause an increase in “megacities — or cities with populations over 10 million people — from 10 in 1990 to 41 over the next ten years. This rapid urbanization will put an incredible demand on manufacturing and the distribution of materials.
Numerous organizations are pouring money in 4D printing research and development, including Airbus SAS who is using 4D-related “smart” material that reacts to temperature to cool jet engines and a wing that morphs according to aerodynamic conditions to decrease air resistance. Briggs Automotive Company is developing a morphable wing for its supercar that can adjust to external weather conditions and automatically adjust itself to provide maximum downforce to the car.
As many of you know, I am a drone aficionado. When I saw this research, I was excited. Engineers at Rutgers University–New Brunswick are fabricating smart materials in 4D that will transform according to their environment. This leads to shock-absorbing materials that will change as needed for use in aircraft or drone design for parts like wings that need to self-alter for varying performance.
4D printing will also have a profound impact on healthcare of the future. It could be used for tissue engineering, self-assembling human-scale biomaterials, design of nanoparticles, and nanorobots for chemotherapy.
It doesn’t stop there. You’ll see 4D printing transform and disrupt a variety of industries including consumer products, healthcare, automotive, construction, and aerospace
Overall, how 4D printing evolves in the future is up to the innovators and makers of the world. We must remain open to fresh ideas, new tools, and collaboration from all industries
After about 4.5 billion years of solid research and development, nature has developed some ingenious solutions. From transporting water and nutrients up a 300-foot-tall redwood tree to defying gravity, nature has developed some of the best known methods for life to adapt and thrive.
Researchers and scientists have been increasingly keen to study nature in search of new innovations. Sometimes, they simply present themselves. Velcro, for example was created after a Swiss scientist went on a hike in the Alps and noticed that burdock burrs were stuck on his clothes and his dog. It took him 10 years to develop velcro, but now he’s resting comfortably having given the world a new way to stick.
BioConvergence is, put simply, the study of nature and the application of natural processes and phenomena to innovation. Technically it’s the convergence of biological, physical, and computing technologies inspired by nature. This field is now developing some of the most exciting and innovative developments in science and technology, including new materials and new fabrication processes for more efficient and resilient products.
Researchers are drawing on BioConvergence to find efficient, diverse, and ingenious approaches to problem-solving. New solutions are needed now more than ever, as the world’s population is expected to expand to an estimated 8.5 billion people by 2030, including 1 billion new people joining the middle class and consuming more resources. Concerns over sustainability as it relates to these projected needs are prompting new approaches to how we harness energy, consume resources and produce products.
The following are some examples of how BioConvergence is transforming the world as we know it.
In a future where demand could outweigh resources, alternative materials and fabrication methods may be needed–and soon. While previously the majority of our product manufacturing relied on a subtractive and replicative fabrication, we are now seeing increasing interest and use of additive manufacturing processes, that will give us greater control and less waste in product fabrication.
This form of manufacturing allows us to spend more time focusing on the detail of materials properties and science we are actually using to make fabrication and manufacturing more efficient and to increase throughput. It also inspires us to create products with varying material customization and personalization. It’s akin to the organization of cellulose fibers in the branch of a tree give the tree branch flexibility and yield. These properties are substantially different from the material in the trunk of the same tree. It’s the same wood but their mechanical properties are different based on the function of that region of the wood. We are moving into a world where instead of removing material, we add details needed by modifying the material rather than assembling another part.
Additive manufacturing, is an area HP is helping to pioneer and advance with its Jet Fusion technology. With HP’s Jet Fusion technology, users can control a material’s properties, such as color, mechanical strength,texture, elasticity, electrical and thermal conductivity, index of refraction, opacity, and more. This technology allows for the manufacture of parts with different qualities from common material. A part can have durable, hard surfaces with low friction where contact and wear will occur, and a differing index of refraction in another area.
Bioinspired materials are synthetic materials whose structure, properties or function mimic those of natural materials or living matter. Examples of bioinspired materials are light-harvesting photonic materials that mimic photosynthesis, structural composites that imitate the structure of nacre (aka mother-of-pearl), and metal actuators inspired by the movements of jellyfish.
With the rise of 3D printing, greater inspiration is being gleaned from nature to construct new materials, substitute existing materials and develop new fabrication processes.
“Biological systems have clearly shown that large numbers of molecules, structures, and systems in living organisms possess attractive materials properties that are beyond the reach of current nonbiological synthetic approaches,” states the Materials Research to Meet 21st-Century Defense Needs paper by the National Academies Press. “Many of these molecules, structures, systems, and natural fabrication processes could serve as the basis for synthetic materials with enhanced properties.”
The bones of a bird have inspired new forms of concrete. While a bird’s bones are somewhat hollow, they are highly resilient and efficient, rather than fragile. The Technical University Munich (TUM) is experimenting with 3D printing to create lightweight cement pipes with a network of internal supports, similar to a bird’s bones. With a focus on structural efficiency vs. structural volume. Meeting physical requirements with minimalistic design.
“The design was inspired by the bone of a bird: very thin and light, but still very stable,” said Dr. Klaudius Henke, TUM Chair of Timber Structures and Building Construction, “It would be impossible to make it using traditional methods. 3D printing will change architecture. The technology not only allows more versatile shaping, but also more variety, since each component can be individually designed without incurring any additional costs.”
DNA digital data storage
The natural world is also inspiring researchers pondering our growing data problem. By 2040, the demand for global memory is expected to exceed the projected supply of silicon, the raw material for flash memory, according to some scientists. This is based on projected use of data, which continues to be consumed each year at an exponential rate.
Scientists are seeking solutions by looking to nature’s most efficient storage unit: DNA. DNA is three dimensional, lending vastly more storage space per unit area compared to conventional hard drives, which store information on a two-dimensional surface. Through DNA digital storage, scientists found a way to store 215 petabytes, or 215 million gigabytes– roughly equivalent to all the data on the internet — in a single gram of DNA. DNA is made of nucleotides: chemical “building blocks” of phosphate, sugar and nitrogen. As a raw material, it is highly compact and can last hundreds of thousands of years if kept in a cool, dry place.
“DNA won’t degrade over time like cassette tapes and CDs, and it won’t become obsolete,” said Yaniv Erlich, a computer scientist at Columbia University.
Information has been extracted from DNA in bones that are 700,000 years old. And, this memory uses 100 million times less energy than storing data electronically in flash.
Energy through osmosis
A 300-foot coastal redwood tree transports water and nutrients from deep in the ground, through its trunk, out and up its bark and leaves via its nutrient transport system. This incredible feat has inspired scientists to harness the energy of osmotic reactions to produce renewable energy.
In Tofte, Norway, a prototype power plant was created that uses osmotic processes to generate carbon-free electricity. For this power plant, energy is generated as a result of the concentration gradient in places where freshwater meets dense salt water, as it does along coastlines all over the world.
“We critically need more green energy in the world,” said Skilhagen, Statkraft’s Head of Osmotic Power. “Osmotic can be a valuable contributor. It’s a base load renewable energy. You can make electricity from the combination of fresh water and sea water.”
Statkraft’s plant pulls salt water and fresh water from nearby sources and places them into adjoining chambers separated with a thin, permeable membrane. The freshwater forces its way through to the salt water, creating pressure on the salt water side that turns an energy turbine.
One day osmotic power could generate 1700 TWh of electricity per year, which is about half of the European Union’s current consumption, Skilhagen believes.
To read how computers can simulate the brain, and the rest of the article, head over to HPMegatrends.com.
I want to hear your thoughts, too! Leave a comment below or join in on the Twitter conversation by using the hashtag#MegatrendsbyHP and tweeting me at @AndrewBolwell.
Strategic investments give HP an eye to the future
One of the primary goals for many corporate venture capital units is to help their company capture future opportunities early. Technology change is happening exponentially around us, and no single company can compete in the world today using just internally developed technology. The successful companies of today and tomorrow, by necessity, will need to embrace open innovation and partner closely with the start-up and venture communities to leverage the full breadth and depth of technology innovation that is taking place around us.
Investing in start-ups provides companies not only with foresight about the markets of tomorrow but optionality to enter those markets by partnering with or acquiring startups to bootstrap and accelerate market entry. Investing in start-ups has many benefits to companies like HP, both strategic and financial. It’s never a choice between the two, as a good investment will have strong strategic value and returns.
Successful investing means aligning a complex array of variables. Starting with understanding the financial viability of the investment and likelihood the start-up can achieve a successful exit (via acquisition) or IPO, and at a valuation that makes the investment worthwhile. Next, you need to look at the strategic impact to the company and if the investment aligns with the vision and strategic objectives of the company. Finally, you need to negotiate terms that make sense for both and the start-up, ensuring is strategically positioned as an investor and advisor, and providing the guidance and financial backing the start-up needs to succeed long-term.
So how does a company move through this process efficiently, always keeping strategic and financial objectives in mind?
What happens when computers become intelligent? We are just now beginning to see what this future may look like, as gains in artificial intelligence (AI) are increasing. From intelligent self-driving cars, to AI-powered robot surgeons and smart factories, computers and machines that can learn and adapt will soon change the world as we know it.
While we are still in the nascent phase of AI technology, billions of dollars are being spent on research and development, helping to accelerate AI advancements. IDC predicts AI spending will increase by more than 50 percent year over year and reach $57.6 billion in investments by 2021.
One industry poised for massive disruption from AI-led technology is transportation. Leading automotive manufacturers and technology companies are in a heated race to develop fully autonomous vehicles (AVs) for use as taxis, commercial transportation, personal transportation and more.
All major car manufacturers are currently exploring AV technology. Each day in Arizona, hundreds AVs developed by Google’s Waymo, Lyft, General Motors and Intel roam the streets of Phoenix and other cities. Arizona lawmakers intentionally created minimal regulations for AVs in order to attract AV-related companies, which encouraged a sort of tech boom in the state. Safety advocates have criticized the state’s lax approach, claiming that more regulations around safety, auto cybersecurity, insurance and privacy have not been worked out.
While AVs for personal transportation have garnered a great deal of attention, AI is now disrupting virtually all other areas of transportation. Uber, Waymo and other companies are testing and using autonomous cargo trucks to deliver goods. GE transportation is actively using AI to develop “intelligent” locomotives to improve efficiency of rail transport and Hitachi is using AI to reduce power consumption. Major airline companies already use autopilot technology to do most of the work once a plane is in the sky and can even land a plane in inclement weather. Now they are researching how AI can replace more of a pilot’s responsibilities.
AI is even having an impact on city infrastructure and planning of cities. The U.S. Department of Transportation issued a call for proposals from cities looking into smart infrastructures. It will award 40 million dollars to a city that can demonstrate how to solve critical municipal challenges using innovative transportation technologies, data and applications.
“It is very clear to us that autonomous technology will fundamentally change the industry,” said Michael Ableson, GM’s vice president of global portfolio planning and strategy. “There is no greater impact on the industry than self-driving cars.”
The brains behind self-driving vehicles Soon, we may well see the road filled with AVs. According to WinterGreen Research, over 90 million autonomous-capable consumer vehicles, cars and light trucks will be on the road worldwide by 2023.
In order for this to happen, a fully functioning, safe AV needs an enormous amount of computing resources, power and AI that can sort through large amounts of data in milliseconds. The biggest challenge facing AVs is to improve the software powered by machine learning and AI to correctly interpret data that is fed through the car’s sensors. It needs to safely drive a vehicle through various weather scenarios and identify and respond to other cars, animals, pedestrians, bike riders and more. In other words, the AI that controls self-driving cars needs to be error-free. “This is not a recommendation engine for Netflix,” said Danny Shapiro, senior director of automotive at chipmaker Nvidia. “The AI has to be spot on.”
AI is already being used for AVs today, including Tesla’s Autopilot system that helps drivers navigate highways and parking lots. Tesla claims every vehicle it produces has the ability for complete, autonomous driving, yet it will only be activated when the necessary software and government regulations are in place.
Cameras inside certain vehicles now identify drivers and track eye position to see if the driver is distracted or asleep. Cars also now identify and predict potential cross traffic danger. Auto braking features that prevent collisions are in place. In fact, if you have a 2017 car, it most likely has level two partial automation features, which can be steering assistance and accelerating or decelerating under certain situations, as defined by the Taxonomy and Definition for Terms Related to On-Road Motor Vehicle Automated Driving Systems. The next three levels in the classification system are all based on vehicles with automated driving systems that monitor and respond to the environment.
As we continue the road to AI-enabled AVs, here are some other exciting details that are expected to emerge in the coming years:
Automotive self-diagnostics and maintenance As automobiles become more like computers with wheels, they are increasingly becoming connected and, with artificial intelligence capabilities, will predictively identify maintenance needs. By combining data from advanced Internet of Things sensors, maintenance logs and other external sources, AI will help with better prediction and avoidance of machine failure, according to McKinsey. This could reduce maintenance costs by up to 10 percent.
Predii, a company that provides a platform that enables organizations greater efficiency for repairs and maintenance, predicts that connected cars will be a source of high-frequency data for predictive and proactive maintenance.
“The availability of continuous streams of data from vehicles will empower vehicle monitoring businesses which are responsible for continuous health checks of your vehicle or fleets of vehicles,” according to a white paper by Predii. “Intelligent repair solutions will monitor check engine lights, diagnostic trouble codes, symptoms and data from advanced driver assistance systems.”
Automated cars are programmed to obey laws Imagine intelligent cars that can drive somebody home who has consumed too much alcohol. Or takes over the wheel if somebody falls asleep. One of the key predicted benefits of having AVs on our roadways is the reduction of traffic accidents. In 2017, there were an estimated 40,000 traffic fatalities in the U.S., with more than 90 percent of them caused by human error, according to the National Safety Council.
Self driving cars are far better than humans at obeying traffic laws, since they are programed to do so. They don’t text and drive, or drive under the influence of alcohol, or drive too fast, which makes them much safer than humans.
Government traffic planners are optimistic that AVs won’t go over the speed limit, which will produce more cohesive and calm roadways with fewer accidents, according to a report last year on speed limits by the National Conference of State Legislatures.
Car Rental Companies become Self-Driving Car Fleet management operators If a car can drive itself, do we really need to own our own vehicle? Can’t we call Uber to pick us up in one of their AV taxis? That’s the question posed by various automakers, technology and rental car companies, who envision a near future full of “robot taxis” through a ride sharing or rental car service. This “on-demand autonomous” vehicle is a vision of Michael Ableson, GM’s vice president of global portfolio planning and strategy. And it’s why GM paid $500 million for a stake and a strategic alliance in Lyft, the second biggest ridesharing service behind Uber. Ford isn’t far behind, since in August 2016 the company announced a “high-volume, fully autonomous vehicle for ride sharing” by 2021.
With a fleet of AVs, car-sharing companies are expected to have a coherent view of an AV fleet, monitor and manage it, detect issues and enforce policies. Operators can gather data of each individual vehicle including location, mileage, fuel consumption, driving behaviors and even if a door is left open. The AVs can then be remotely controlled to drive to service stations for repair and refueling.
Reroute traffic based on congestion, accidents, etc. Google maps and other map-based apps have already helped road warriors find the shortest route possible to their destination. As AVs include greater connectivity, the AI behind it can gather data regarding traffic patterns, accidents and slows downs and appropriately — and automatically — reroute for optimal travel. This will help to ultimately lessen traffic congestion.
Tesla’s complete self-driving system will use GPS technology to find the optimal route to its given destination. If the car isn’t given a destination, it can check the owner’s calendar to determine the best destination or take the owner home.
Vehicles as “digital living environments” It now takes the average U.S. worker 25 minutes to travel to work, according to the U.S. Census Bureau. AVs are expected to free up time for passengers to focus other tasks, including work, socializing, viewing entertainment, etc. Bosch has created a show car to display the company’s “digital living environment” inside AVs. It features large-surface monitors with the ability to have video conferences, display real-time traffic and weather information, email accessibility and entertainment options.
“Alongside the home and the office, the car will become the third living environment and a personal assistant,” said Bosch CEO Volkmar Denner.
Autonomous truck services In October 2016, the world’s first successful autonomous truck delivery was completed when an Uber truck carried 50,000 cans of Budweiser beer over a distance of 120 miles from Fort Collins to Colorado Springs, CO. Now Uber’s autonomous trucks are delivering goods throughout Arizona. Other AV companies are following suit.
A report by the International Transport Forum claims autonomous delivery vehicles will save costs, lower emissions and improve road safety, compared with trucks operated by humans. New autonomous trucks will have the ability to perform a host of delivery duties including pick up garbage, deliver packages and food, and a numerous other services. All these services can be optimized through advanced logistics for traffic flow.
Public transportation safety and usage optimization Public transportation also stands to benefit from the use of AVs and the associated logistics operations systems.
In Helsinki, Finland, trial is underway where an autonomous bus transports up to a dozen passengers at a time through a quarter-mile route with restaurants and saunas. The city is expected to expand the trial and provide autonomous bus services throughout the city, in order to measure customer response and basic operations data.
“There’s a lot of demand to solve the last-mile problem,” said Harri Santamala, the city’s project coordinator, referring to the challenge of transporting passengers from centralized transit hubs to their final destinations. “I think this is something we could do with automatic buses. On a real-time basis, we can adjust how they drive and where they make the connection. We’ve learned with this pilot that you can be flexible and synchronize with this technology. We could scale this up to the entire fleet.”
Metro Magazine suggests numerous benefits to a municipal transit system powered by autonomous buses:
Trip-planning information is integrated across modes and agencies (public and private), so the general public has the ability to evaluate their travel options with comprehensive information on travel time, cost, environmental impact, and more.
Real-time schedules for all transportation modes are centrally available.
Vehicles and transit schedules are “right-sized” so fleets are used effectively and there are no more empty buses.
Fare payment is made electronically and only one payment is needed for each whole trip.
Travel times are generally predictable and well-communicated.
Lower income and people with disability populations have access to all of these services.
The future of AVs are near A world of intelligent vehicles is no longer a novel science fiction idea, but a near future. Passenger busses, taxis, personal vehicles, airplanes, trains and more are set to improve the way we get around. Ford, GE, Volkswagen, Audi, Toyota, Ford, BMW and Nissan are all hard at work creating and testing AVs they say will be road ready by 2020. And the U.S. Secretary of Transportation stated at the 2015 Frankfurt Auto show that he expects driverless cars to be in use all over the world within the next 10 years.
This AI-driven transportation revolution is expected to make our roadways safer, ease traffic congestions, make our transportation systems more efficient and make transportation more enjoyable. And, the trend toward urbanization might be reversed as AVs give people more time to work and be productive.
AI’s potential impact on transportation is immense. Advancements will continue to reshape the industry, how we drive, deliver and ship goods on earth and possibly in space in the future. Get ready to start your AI-powered engines.
Artificial intelligence (AI) will make a direct and immense impact on the healthcare field. Technology has already improved diagnostic accuracy, drug delivery, and patients’ medical records, and AI will only add to those breakthroughs. AI can mine medical records, design personalized treatment plans, handle administrative tasks to free up medical providers’ time for more meaningful tasks, and assist with medication management.
And the general public is on board. According to a recent survey, 47% of people were comfortable with AI assisting doctors in the operating room. More than half of respondents over age 40 were willing to go under the knife with the help of technology, compared with only 40% under age 40. Additionally, six in ten participants (61%) were comfortable with their doctor using data from wearable devices, such as an Apple Watch or Fitbit, to assess their lifestyle and make recommendations based on that data.
So what healthcare areas will AI have an impact on in the next five to ten years?
Mining medical records
In our current age of big data, patient data is valuable. Often times, patients’ files are unorganized and mining their records to extract necessary medical insights can be a great challenge.
David Lindsay, founder of Philadelphia-based start-up, Oncora Medical, realized this struggle in radiation therapy. He and his team built a data analytics platform that helps doctors design sound radiation treatment plans for patients, personalizing each one based on their specific characteristics and medical history.
Virtual healthcare providers
AI is being used to detect emotional health issues as well. x2 developed a mental health chatbot, Tess, that delivers on-demand, psychological support. Tess coaches you through tough times to build resilience, by having text message conversations — in the same way a therapist would. The coping strategies Tess delivers are based on the emotions and concerns you express in your conversations.
Beyond Verbal is another example of a company utilizing AI to track emotional well-being. The emotions analytics company, developed a vocal biomarker to potentially help patients and their providers recognize patterns and better understand their healthcare needs.
Sensly boosts, Molly, a virtual health care assistant which dynamically generates speech, receives images and videos, and offers complete remote monitoring, with support for the common and high-cost conditions.
Clinical trials can take more than a decade and cost millions of dollars. AI can play a part in speeding up the process of drug development, along with making it more cost effective.
GSK, a company that researches, develops, and manufactures innovative pharmaceutical medicines, vaccines, and consumer healthcare products, is active applying AI to its drug discovery arm. In fact, it created an in-house AI unit called “Medicines Discovered Using Artificial Intelligence.” In 2017, the company announced a partnership with Insilico, to identify novel biological targets and pathways.
Overall, AI can assist healthcare providers in managing their patients’ care more efficiently. I don’t believe AI will take healthcare jobs, but instead transform them. AI will provide the opportunity for healthcare works to take on higher impact jobs or at least offload their less desirable workload. AI will create growth and introduce more opportunities for the human workforce. It has the potential to automate mundane tasks, allowing humans to spend more time on more important tasks. If they can collaborate with the human workforce in hospitals and doctors’ offices, it will take care of the most important aspect of healthcare — improving patients’ experiences.