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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.

Google Chases General Intelligence With New AI That Has a Memory

For a mind to be capable of tackling anything, it has to have a memory. Humans are exceptionally good at transferring old skills to new problems. Machines, despite all their recent wins against humans, aren’t....

These 6 Trends Are Retooling Manufacturing as We Know It

Let’s be honest — sometimes manufacturing gets a bad rap. The industry can be seen as a behemoth — stuck in the past and slow to innovate, the victim of outsourcing and the purveyor...

Why the Rise of AI Makes Human Intelligence More Valuable Than Ever

In the popular TV show Sherlock, visual depictions of our hero’s deductive reasoning often look like machine algorithms. And probably not by accident, given that this version of Conan Doyle’s detective processes tremendous amounts...

Is the Brain More Powerful Than We Thought? Here Comes the Science

If you’ve ever played around with an old music amplifier, you probably know what a firing neuron sounds like. A sudden burst of static? Check. A rapid string of pops, like hundreds of bursting balloons?...

The Body Is the Missing Link for Truly Intelligent Machines

It’s tempting to think of the mind as a layer that sits on top of more primitive cognitive structures. We experience ourselves as conscious beings, after all, in a way that feels different to...

This Is What Happens When We Debate Ethics in Front of Superintelligent AI

Is there a uniform set of moral laws, and if so, can we teach artificial intelligence those laws to keep it from harming us? This is the question explored in an original short film...

Matchmaker, Make Us the Perfect Love Algorithm

We live in a hyper-connected world where communication is almost effortless. And yet, despite abundant connection, we still lack interpersonal fulfillment. The next challenge, then, is not increasing the number of relationships possible, but...

New Artificial Synapse Bridges the Gap to Brain-Like Computers

From AlphaGo’s historic victory against world champion Lee Sedol to DeepStack’s sweeping win against professional poker players, artificial intelligence is clearly on a roll. Part of the momentum comes from breakthroughs in artificial neural networks,...

3 Exciting Biotech Trends to Watch Closely in 2017

As I start to look at the emerging trends of 2017 from the vantage of IndieBio, where we see hundreds of biotech startup applications and technologies per year, a few key themes are already emerging....

Connecting the Big Data Dots to Optimize Health and Manage Disease

The era of "Quantified Self" (a term coined in 2007 by US WIRED founding executive editor Kevin Kelly) is relatively new. The first Fitbit digital step counters launched in late 2009, and we've since seen an...

Financial Leaders: Make Your Mark on the Future at Exponential Finance

From digital currency to machine learning, the financial industry is being rocked by exponential technologies. Blockchain, artificial intelligence, big data, robotics, quantum computing, crowdfunding, and computing systems are allowing startups to solve consumer needs...

Our Health Data Can Save Lives, But We Have to Be Willing to Share

Organ donation has saved countless lives, but could donating our personal data have an even more transformative impact on healthcare? The potential impact of Big Data and machine learning on healthcare is only just beginning...

Talking to a Computer May Soon Be Enough to Diagnose Illness

In recent years, technology has been producing more and more novel ways to diagnose and treat illness. Urine tests will soon be able to detect cancer. Smartphone apps can diagnose STIs. Chatbots can provide...

Families Finally Hear From Completely Paralyzed Patients Via New Mind-Reading Device

Wendy was barely 20 years old when she received a devastating diagnosis: juvenile amyotrophic lateral sclerosis (ALS), an aggressive neurodegenerative disorder that destroys motor neurons in the brain and the spinal cord.* Within half a...

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...

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