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Analysis and insight on tech. Stay updated as Singularity Hub discusses the most important trends related to exponential and accelerating technologies.

How to Train AI to Do Everything in the Digital Universe

To assist a child we must provide him with an environment which will enable him to develop freely. –Maria Montessori There’s a kindergarten I walk past on the way to work, and I can’t help but...

The Octobot Is Just the Beginning for Soft Robotics

Roboticists have long turned to nature for inspiration, but their creations have generally been conspicuously un-lifelike. Now, breakthroughs in the design and manipulation of soft materials have allowed them to start replicating the remarkable...

Killer Robots Won’t Go to War If Global Movement Has Its Way

Much ink has been spilled in recent years about the rise of killer robots. A movement to ensure no blood is shed by autonomous weapons—machines that kill or maim without a human behind the...

Algorithm Predicts What Happens Next in a Photo and Makes It Into a Video

Imagine if your favorite picture could automatically be converted into a short video and labeled. Sound like a fantasy? Maybe not for much longer. Using a deep learning algorithm, MIT’s Carl Vondrick, Hamed Pirsiavash, and Antonio...

Can Virtual Reality Sidestep the Paradox of Time Travel?

Most physicists agree that time travel into the past is impossible, but what if virtual reality (VR) could provide a workaround? Doron Friedman is the director of the Advanced Virtuality Lab (AVL) at the Interdisciplinary...

Evolution’s Brutally Simple Rules Can Make Machines More Creative

Despite nature’s bewildering complexity, the driving force behind it is incredibly simple. ‘Survival of the fittest’ is an uncomplicated but brutally effective optimization strategy that has allowed life to solve complex problems, like vision...

New AI Mental Health Tools Beat Human Doctors at Assessing Patients

About 20 percent of youth in the United States live with a mental health condition, according to the National Institute of Mental Health. That’s the bad news. The good news is that mental health professionals have...

Will VR Disrupt the Airline Industry? Sci-Fi Show Meets Press Virtually Instead of Flying

A proposed benefit of virtual reality is that it could one day eliminate the need to move our fleshy bodies around the world for business meetings and work engagements. Instead, we’ll be meeting up...

New Brain-Like Chip Uses Light to Go Blazingly Fast

Deep learning is having a serious moment right now in the world of AI. And for good reason. Loosely based on the brain’s computing architecture, artificial neural networks have vastly outperformed their predecessors in a...

Bioprinting Is One Step Closer to Making a Human Kidney

Bioprinting has been all over the news in the past several years with headline-worthy breakthroughs like printed human skin, synthetic bones, and even a fully functional mouse thyroid gland. 3D printing paved the way for bioprinting thanks to...

Why the US Is Losing Ground on the Next Generation of Powerful Supercomputers

“I feel the need — the need for speed.” The tagline from the 1980s movie Top Gun could be seen as the mantra for the high-performance computing system world these days. The next milestone in the endless...

Quantum Computers Could Crush Today’s Top Encryption in 15 Years

Quantum computers could bring about a quantum leap in processing power, with countless benefits for fields like data science and AI. But there’s also a dark side: this extra power will make it simple...

The Race to Wrap the Earth in Internet Is Heating Up

How important is the internet to your day-to-day life? For starters, you’re definitely reading this on a screen and using the internet to access it. That means you probably use the internet to access most...

Is Choosing Your Own Reality All It’s Cracked Up to Be?

As rapid improvements in virtual reality technology make it possible to create and live in worlds perfectly tailored to our needs, are humans nearing utopia? The idea of a VR utopia was introduced to the...

Welcome to the New Era of Easy Media Manipulation

Have you noticed how bizarre social media and the news cycle has been lately? In the age of digital media, journalism is changing significantly. Widely available storytelling and distribution tools, misinformation spreading like wildfire, social...

Battle of the Bots: How AI Is Taking Over the World of Cybersecurity

Google has built machine learning systems that can create their own cryptographic algorithms — the latest success for AI’s use in cybersecurity. But what are the implications of our digital security increasingly being handed...

This Intelligent 3D Printer Is Building Big, Beautiful Structures

Imagine one day walking into a gorgeous structure—like LA's famous Walt Disney Concert Hall—only to discover it was designed by a computer system and constructed by automated robotic arms. Ai Build, a London-based startup, aims to pave the way to...
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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...

When the Mother of Invention Is a Machine, Who Gets Credit?

What do the Oral-B CrossAction toothbrush, about a thousand musical compositions and even a few recent food recipes all have in common? They were invented by computers, but you won’t find a nonhuman credited with...

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...

The AI Conversation Has Exploded This Decade With Big Advances

Discussion of artificial intelligence has skyrocketed since the end of the last decade, according to a new analysis looking at public perception of the technology. The paper by Stanford computer science PhD Ethan Fast and...

How Crowdfunding Has Changed the Startup Game

The development of innovative technology — from virtual reality headsets to space exploration to solar-powered roadways — is no longer the province of companies with big R&D budgets or venture capitalists with deep pockets....

This Amazing Robotic Glove Lets You Touch the Virtual World

“Seeing is believing.” While there may be some truth in the old adage, it forgets a crucial component of how we interact with the world: touch. Touch makes things real. Imagine reaching out to grab your...

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...

Soon We’ll All Love Robots the Way Japan Loves Robots

Here is my hypothesis: Japan has a long ongoing love affair with humanoid robots. The love seems so strong that they are willing to accept faults and imperfections that to others make the robots seem...

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...

Robot Babies From Japan Raise Questions About How Parents Bond With AI

Driven by a declining population, a trend for developing robotic babies has emerged in Japan as a means of encouraging couples to become “parents”. The approaches taken vary widely and are driven by different...

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...

The Astonishing Healthcare Tech of the Future Is Arriving

This week in San Diego, Singularity University hosted its annual Exponential Medicine conference. The conference aims to connect the dots between healthcare disciplines and cutting-edge tech by convening medical practitioners, technologists, entrepreneurs, and over...

How to Train Thousands of Surgeons at the Same Time in Virtual Reality

Recently, I wrote about how the future of surgery is going to be robotic, data-driven and artificially intelligent. Although it’s approaching fast, that future is still in the works. In the meantime, there is a...

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...

What Is the Meaning of Life If Society Doesn’t Need You to Work Anymore?

From time to time, the Singularity Hub editorial team unearths a gem from the archives and wants to share it all over again. It's usually a piece that was popular back then and we...

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...

What Happens When You Create a Chatbot to Memorialize a Friend

Whenever we lose someone close to us, there's an inclination, a need even, to sort through our memories of that person. Memories not just in our minds, but our digital memories too—emails, texts, photos,...

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...

Now Is the Time to Ban Terminator-Like Robots

The United States has on its Aegis-class cruisers a defense system that can track and destroy anti-ship missiles and aircraft. Israel has developed a drone, the Harpy, that can detect and automatically destroy radar...
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This Huge Robot Will Drive Up and Build You a House [Video]

Bricklaying is a very old, traditional way to build a house—except now we have robots doing it faster than people. Hadrian X, a construction robot by Fastbrick Robotics, is a laser-guided, fully-automated bricklaying system....

If There’s Life on Europa, Robots Like These Will Find It

The exploration of Europa begins under the ice in Antarctica. That’s where a team of researchers, led by the Georgia Institute of Technology (Georgia Tech), has been testing a variety of robotic subs in recent...

How ‘Robots’ of the Enlightenment Era Gave Us an Early Glimpse of Automation

The Who’s lead singer Roger Daltrey and his wife Heather are auctioning a selection of rare mechanical devices called automata in Edinburgh, Scotland. Automata are models of people or animals from previous centuries that...

New Smart Tattoos Let You Control Your Phone Using Your Skin

In a recent post about biohacking, I wrote about people who have implanted chips into their bodies to benefit their health, simplify their lives, or connect themselves to an external network. Though some have...

The Robots We’ve Long Imagined Are Finally Here

They are wise-cracking companions, able to communicate in more than six million languages. Others are bent on enslaving or destroying humanity, deeming themselves better, more rational caretakers of the Earth in light of our...

Why Drones Are Finding a Home on the Farm

When I hear the word 'drone', the first thing I think of is a top-secret mission: spying, rescues, clandestine deliveries, and other James Bond-worthy uses of a seemingly mysterious technology. Maybe I've just seen...

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...

This Cute Robot Just Wants to Play With Pooh Bear

People are often surprised to learn that many of the most capable and high-tech robots are kept in cages away from humans. This isn't because the machines are out to get us. Many machines are dangerous because they...

If Machines Can Think, Do They Deserve Civil Rights?

Over the past century, we have made massive strides in the rights revolution. These include rights for women, children, the LGBT community, animals, and so much more. Exploring the future, we must ask ourselves:...

VR Pioneer Chris Milk: Virtual Reality Will Mirror Life Like Nothing Else Before

“I don’t think the future of VR looks like video games; I don’t think it looks like cinematic VR; I think it looks like stories from our real lives. It’s the most amazing afternoon you’ve...

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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7 Key Factors Driving the Artificial Intelligence Revolution

Under, behind and inside many of the apps we use every day, a revolution is underway. It's a revolution that started decades ago but today is empowering companies to deliver better, smarter services with greater ease...
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FarmBot Will Grow Your Food For You; Just Press Go

What if you could grow food in your backyard with little to no understanding of gardening? A new robotic system may make this a reality for everybody. Farmbot Genesis is an open source, autonomous...

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