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Big Data


Analysis and insight on big data. Stay updated as Singularity Hub discusses the most important trends related to big data and computing.

What If a Social Score Determined Your Success? China’s About to Find Out

In an episode of the Netflix dystopian drama Black Mirror, characters live in a future where they have a ‘social score’ that dictates the terms of pretty much every aspect of their lives: who...

This Is How to Invent Radical Solutions to Huge Problems

If you force a grasshopper into a jar and fasten the lid, the grasshopper eventually shortens its jump after hitting the lid enough times.  After a while, even if you take the lid off the...
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Take a Ride in a Fully Autonomous Tesla Today [Video]

Ever wanted your own self-driving car? You can buy one today—but it may be a while until it officially becomes your personal chauffeur. Tesla recently announced that all vehicles currently in production have full self-driving...

Google’s New AI Gets Smarter Thanks to a Working Memory

“The behavior of the computer at any moment is determined by the symbols which he is observing and his 'state of mind' at that moment.” – Alan Turing Artificial intelligence has a memory problem. Back in...

An Uber Self-Driving Truck Just Took Off With 50,000 Beers

Drivers on Colorado’s interstate 25 may have gotten a good scare last Thursday, and it wasn’t a Halloween prank—glancing into the cab of an Otto 18-wheeler loaded with a beer delivery, they’d have been...

Medicine Will Advance More in the Next 10 Years Than It Did in the Last 100

Mark Zuckerberg and his wife, Priscilla Chan, recently announced a $3 billion effort to cure all disease during the lifetime of their daughter, Max. Earlier this year, Silicon Valley billionaire Sean Parker donated $250...
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Answers to 4 Big Questions About the Future [Video]

I give over 50 keynotes per year. My favorite part is fielding the crazy questions at the end. In fact, I love answering questions about exponentials and abundance so much that I've been encouraging my...

Teslas Are Teaching Each Other How to Drive Better Than You

Your Tesla can drive itself. Not just on the highway, not under strict guidance, but everywhere. Or at least, it will have all the necessary gadgets to do so soon. We are excited to announce...

8 Ways AI Will Profoundly Change City Life by 2030

How will AI shape the average North American city by 2030? A panel of experts assembled as part of a century-long study into the impact of AI thinks its effects will be profound. The One...

Self-Driving Car Sensors Just Got Smaller, Cheaper, and Better All at Once

Self-driving cars have advanced a lot in recent years—going from test track prototypes to fixtures on the roads of select cities. And while they still require human supervision on public roads, it’s predicted that...

We’ll Soon Trust AI More Than Doctors to Diagnose Disease

It probably goes without saying, but medicine has improved a lot in modern times. No one would willingly go back to the days of sketchy anesthetics and experimental surgery. We know a lot more about...

Massive Disruption Is Coming With Quantum Computing

Next year, we may see the launch of the first true quantum computers. The implications will be staggering. This post aims to answer three questions: What are quantum computers? What are their implications? Who’s working on...

“It’s a Powerful Time to Reshape Healthcare Across the Planet”

We are living in a world that is global and exponential. Technology is taking things that used to be scarce and making them abundant—and these forces are reshaping the fields of medicine and healthcare...

Tomorrow’s Healthcare Is Here Today: Exponential Medicine Begins in San Diego

Anyone who says fully digitized medicine is off on a 10-year horizon is wrong. The future of medicine and healthcare is here today. If you need proof, can you guess what Stanford University’s top gastroenterologist...

Why Are Millions of People Ditching Their Wearable Devices?

Some people wear their hearts on their sleeves. Others, meanwhile, measure their heartrate on their wrists. The latter group is growing exponentially, ushering in a multi-billion-dollar wearables market, from watches that count steps and heartbeats...

A Computer Can Now Translate Languages as Well as a Human

Have you ever been in a situation where knowing another language would have come in handy? I remember standing on the platform at Tokyo Station watching my train to Nagano — the last train of...

Earthquakes Will Be as Predictable as Hurricanes Thanks to AI

In the fall of 2010, I traveled to New Zealand, and one of the places I visited was the small south island city of Christchurch. I was charmed by the tree-lined Avon River, the...

Will Letting AI Make Our Decisions Be the Best Decision We Make?

I confess: while writing this, I was intermittently procrastinating by browsing the overwhelming number of wireless headphone options on the market. As you may have heard, Apple just killed the headphone jack on their new...

How Self-Driving Cars Will Change It All—From Energy to Real Estate

In a presentation at Singularity University’s first annual Global Summit, Brad Templeton informed attendees, “Self-driving cars are going to change the world.” You may have heard that before—but if anyone has the credentials to back...
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Ray Kurzweil Explores How Self-Driving Cars Will Choose Between Life or Death

Driving a motor vehicle requires making tough choices in the heat of the moment. Whether slamming on the brakes in traffic or speeding up before a light turns red, split-second decisions are often a...

IBM’s New Artificial Neurons a Big Step Toward Powerful Brain-Like Computers

Thanks to a sleek new computer chip developed by IBM, we are one step closer to making computers work like the brain. The neuromorphic chip is made from a phase-change material commonly found in rewritable...

This Engineer Found His Own Brain Tumor Thanks To Open Medical Data

Doctors often worry that giving patients too much information will be overwhelming or harmful. However, a study by OpenNotes is showing the exact opposite. After giving 20,000 patients access to doctor’s notes through the OpenNotes platform, patients...

Why Big Data Is Much More Personal Than You Think

Most people think of big data as some amorphous cloud of information. Even a definition everyone agrees on is hard to pin down. What makes data ‘big’? Most rely on the three V's to define it:...

What If Intelligent Machines Could Learn From Each Other?

Take a look around and you’ll see evidence of the widespread adoption of wearable sensors for health and fitness, such as the Fitbit, Garmin or other devices. What many people may not know is that...

Why the Cost of Living Is Poised to Plummet in the Next 20 Years

People are concerned about how AI and robotics are taking jobs, destroying livelihoods, reducing our earning capacity, and subsequently destroying the economy. In anticipation, countries like Canada, India and Finland are running experiments to pilot...

The World Depends on Technology No One Understands

“We are in a new era, one in which we are building systems that can’t be grasped in their totality or held in the mind of a single person.” – Samuel Arbesman As a teenage...

Man Dies in Collision While Being Driven by Tesla’s Autopilot System

A Tesla blog post describes the first fatality involving a self-drive system. A Tesla was driving on autopilot down a divided highway. A truck taking a left turn off the highway crossed into the...

Smart Dust Is Coming: New Camera Is the Size of a Grain of Salt

Miniaturization is one of the most world-shaking trends of the last several decades. Computer chips now have features measured in billionths of a meter. Sensors that once weighed kilograms fit inside your smartphone. But it...

Future Urban Cars Will Be Simple, Self-Driving, and Super Cheap

With Mobility on Demand, you don’t buy a car, you buy rides. That’s certainly Uber’s plan, and is a plan that makes sense for Google, Apple and other no-car companies. But even Daimler, with...

Long Promised Artificial Intelligence Is Looming—and It’s Going to Be Amazing

We have been hearing predictions for decades of a takeover of the world by artificial intelligence. In 1957, Herbert A. Simon predicted that within 10 years a digital computer would be the world’s chess...
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What You Need to Know About the Future of Money

If you don’t hate banks, they probably bore your socks off. That’s okay. The day-to-day machinations of the financial machine are either mundane or massively complicated. But what happens in finance should matter to...
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The Netflix of Finance Suggests Stocks Based on Where You Shop

Exponential Finance celebrates the incredible opportunity at the intersection of technology and finance. We would all love to take better care of our finances. But the sad truth is, many of us don’t. In the...
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How Quantum Computing Can Make Finance More Scientific

Exponential Finance celebrates the incredible opportunity at the intersection of technology and finance. Modern life is punctuated by market cycles. One year the gears of commerce are whirring along. Businesses are hiring and investing. People are...
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The World Will Be Continuously Upgradable When Everything Is Connected

Exponential Finance celebrates the incredible opportunity at the intersection of technology and finance. One day in the future, we’ll look back in wonder at how our physical objects used to be singular, disconnected pieces of...

Facial Recognition Tech Will Soon End Your Anonymity in Public

Nearly 250 million video surveillance cameras have been installed throughout the world, and chances are you’ve been seen by several of them today. Most people barely notice their presence anymore — on the streets,...

Are High Stress Decisions Best Made by Bots?

If someone asked you to define ‘intelligence,’ how would you respond? The question elicits significantly different answers based on whom you ask. Ask people to define ‘artificial intelligence’ and the conflicting answers only multiply. Not...

How Computing Power Can Help Us Look Deep Within Our Bodies, and Even the Earth

CAT scans, MRI, ultrasound. We are all pretty used to having machines — and doctors — peering into our bodies for a whole range of reasons. This equipment can help diagnose diseases, pinpoint injuries, or give...

We Are What We Make: Manufacturing’s Digital Revolution Is Here

Visit Singularity Hub for the latest from the frontiers of manufacturing and technology as we bring you coverage of  Singularity University's Exponential Manufacturing Summit. Take a moment and look at the objects surrounding you. Maybe you’re...

Self-Driving Trucks Are Coming—Here’s Why They Make Sense

Today sees the un-stealthing of a new company called Otto which plans to build self-driving systems for long haul trucks. The company has been formed by a skilled team, including former members of Google’s...

MIT’s Sandy Pentland: Big Data Can Be a Profoundly Humanizing Force in Industry

Visit Singularity Hub for the latest from the frontiers of manufacturing and technology as we bring you coverage of Singularity University's Exponential Manufacturing Summit.  How many times have you read or heard the term “big data”...

These Five Exponential Trends Are Accelerating Robotics

Visit Singularity Hub for the latest from the frontiers of manufacturing and technology as we bring you coverage of Singularity University's Exponential Manufacturing summit. ​ If you've been staying on top of artificial intelligence news lately, you...

Exponential Manufacturing 2016 Kicks Off in Boston This Week

This week Singularity Hub is on the ground in Boston bringing you inside coverage of Singularity University’s first ever Exponential Manufacturing conference at the Westin Waterfront May 10th and 11th. The conference is gathering industry...
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These New Technologies Will Be Both Powerful and Planet Friendly

Did you know there is a 25% chance your cause of death will be due to environmental pollution? According the World Health Organization, some 12.6 million people—or nearly 1 in 4 worldwide—died in 2012 due...

The Last Frontiers of AI: Can Scientists Design Creativity and Self-Awareness?

Is creativity a uniquely human trait? What about self-awareness or intuition? Defining the line between human and machine is becoming blurrier by the day as startups, big companies, and research institutions all compete to build...

What Made These Amazing Companies So Disruptive? They All Built Platforms

A trait shared by the fastest growing and most disruptive companies in history — Google, Amazon, Uber, Airbnb, and eBay—is that they aren’t focused on selling products, they are building platforms. The ability to...

The Next Water Crisis Is Looming—How Can Tech Help?

Have you ever wondered if the water in your house is safe to drink? While many have been angered by the news that children in Flint, Michigan were exposed to abnormally high amounts of...

6 Reasons Why Industry Needs to Be Agile as Software to Survive

On hearing words like “industry” and “manufacturing” most of us probably picture sprawling assembly lines, heavy machinery, groaning metal, and flying sparks. Few of us likely envision gazelles or fighter jets—agility and manufacturing don’t...

How to Perfect VR Storytelling? Measure What People Watch

We go to the movies to immerse ourselves in film. Cinematic surround sound, huge high-definition screens, total darkness. But it’s not full immersion. To really step into a movie, you need virtual reality, and...

Google’s Robot Car Crash Is a Very Positive Sign

Reports released reveal that one of Google’s Gen-2 vehicles (the Lexus) has had a fender-bender (with a bus) with some responsibility assigned to the system. This is the first crash of this type —...

Drones Have Reached a Tipping Point—Here’s What Happens Next

Unexpected convergent consequences...this is what happens when eight different exponential technologies all explode onto the scene at once. This post (four of seven) is a look at drones. Future posts will look at other tech areas, and...

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