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Artificial Intelligence


Analysis and insight on the ever-evolving advancements in artificial intelligence. Stay updated as Singularity Hub discusses the most important AI research.

Robot Cars Can Teach Themselves How to Drive in Virtual Worlds

Over the holidays, I went for a drive with a Tesla. With, not in, because the car was doing the driving. Hearing about autonomous vehicles is one thing; experiencing it was something entirely different. When...

Art in the Age of AI: How Tech Is Redefining Our Creativity

Technology has long been considered a resource-liberating mechanism, granting us better access to resources like information, food and energy. Yet what is often overlooked is the revolutionary impact technology can have on our ability...

Could Predictive Policing Lead to a Real-Life Minority Report?

Everyone knows prevention is better than a cure, and that’s as true for law enforcement as it is for medicine. But there’s little evidence that a growing trend towards “predictive policing” is the answer,...

Who Has the Manufacturing Edge? May Countries With the Best Robots Win

You’ve heard the chatter: Robots and AI want your job. One famous study predicted 47% of today’s jobs may be automated by 2034. And if you want to know how likely it is you’ll...

The Struggle to Make AI Less Biased Than Its Creators

The dirty little secret is out about artificial intelligence. No, not the one about machines taking over the world. That’s an old one. This one is more insidious. Data scientists, AI experts and others have...

When Intelligent Machines Cause Accidents, Who Is Legally Responsible?

The rise of artificially intelligent machines will come at a cost—but with the potential to disrupt and transform society on a scale not seen since the Industrial Revolution. Jobs will be lost, but new...

Machines Won’t Replace Us—We’ll Become Their Mentors

“We become what we behold. We shape our tools and then our tools shape us.” –John Culkin (based on Marshall McLuhan’s ideas) Something big is happening in design and engineering. For all of human history, we...

Robots May Steal Our Jobs, but Not as Quickly as We Thought

Fear of job loss to automation is growing, with each announcement of exciting technological progress generating a backlash from those who could end up unemployed because of it. Amazon Go is eliminating the need...

Love Your Bot, But Know It’s Always Listening

In the 2013 movie “Her,” Theodore Twombly, a lonely writer, falls in love with a digital assistant designed to meet his every need.  She sorts emails, helps get a book published, provides personal advice...

10 Tech Trends That Made the World Better in 2016

2016 was an incredible year for technology, and for humanity. Despite all the negative political-related news, there were 10 tech trends this year that positively transformed humanity. For this “2017 Kick-Off” post, I reviewed 52 weeks...

The Technologies We’re Most Fired Up to Watch in 2017

Covering technology is exhilarating. Each year is filled with unforeseen surprises—advances we thought were years away, unexpected technology applications (like AI used for mental healthcare), and unlikely startups reimagining entire markets. These breakthroughs keep Singularity Hub's...

The Ethical Conundrums Technology Confronted Us With This Year

New advances in technology constantly push humanity into uncharted territory. Sometimes this territory brings us questions we might not have imagined needing answers so soon, like, "Is editing the DNA of human embryos moral?" Other questions are more familiar, only with...

Why the Latest AI Wave Will Gain Momentum in the Coming Year

It can read lips and create new food recipes. It can win at chess, Jeopardy and the game Go. Every major technology company appears to be integrating it into how they organize and operate...

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...

Exponential Growth Will Transform Humanity in the Next 30 Years

As we close out 2016, if you’ll allow me, I’d like to take a risk and venture into a topic I’m personally compelled to think about… a topic that will seem far out to...

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...

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...

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...

6 Big Ways Tech Is Rewriting Society’s Rules

Technology is advancing so rapidly that we will experience radical changes in society not only in our lifetimes but in the coming years. We have already begun to see ways in which computing, sensors,...

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...

5 Big Tech Trends That Will Make This Election Look Tame

If you think this election is insane, wait until 2020. I want you to imagine how, in four years' time, technologies like AI, machine learning, sensors and networks will accelerate. Political campaigns are about to get...

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...

Why the World Is Better Than Ever—and Will Get Better Still

If you read or watch the news, you’ll likely think the world is falling to pieces. Trends like terrorism, climate change, and a growing population straining the planet’s finite resources can easily lead you...

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...

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...

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...

Bridging the Mental Healthcare Gap With Artificial Intelligence

Artificial intelligence is learning to take on an increasing number of sophisticated tasks. Google Deepmind’s AI is now able to imitate human speech, and just this past August IBM’s Watson successfully diagnosed a rare...

“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...

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,...

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...

This Is Your Brain on Quantum Computers

Machines enrich and enhance our lives, whether it’s the smartphones that allow us to stay connected or the supercomputers that solve our toughest computational problems. Imagine how much more productive and innovative our world...

No Technology Thrives Alone: Progress Is All About Convergence

15 years ago, Ray Kurzweil published one of the most significant essays in the history of futurism: “The Law of Accelerating Returns.” This piece showcased the immense power of exponential technology versus linear technology...

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...

5 Tech Forces That Will Change Insurance for Good

Massive reductions in insurance costs are coming, along with a wave of disruption. Traditionally, insurance premiums are determined by actuaries, a function of big numbers, statistics and probabilities. That's what you have to do when you...
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Ray Kurzweil: We Can Control AI Before It Controls Us

Over time, technology offers solutions to old problems while creating new issues in the process. The more powerful the technology, the greater its potential to do good and harm. Artificial intelligence is no exception,...

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...

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...

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:...

The 21st Century Is a Wild Time to Be Alive

Last week in San Francisco, Singularity University hosted its first-ever Global Summit. In three days, we heard over 100 science and technology experts give talks in more categories than one human mind can fully...

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