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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.

5 Fintech Companies Using AI to Improve Business

Artificial intelligence may be all the craze in Silicon Valley, but on Wall Street, well, there’s a lot of skepticism. High-powered algorithms are not a new phenomenon in finance, and for this industry, the name...

Get It While It’s Hot: Why Fintech Is a Goldmine for Investors

It’s 1998 in Silicon Valley, and PayPal is born. Many argue this was the moment that launched fintech as we know it. Today, fintech is comprised of roughly 15,000 startups globally, all focused on either...

Technology Will Erase Jobs—But Also Make Everything Cheap or Free

At an event about how technology is shaping the future of money, it seems counterintuitive to talk about a future where technology has mostly done away with the need for money to live. But that’s...

Tune Into the Future of Fintech at Exponential Finance This Week

Singularity University’s Exponential Finance Summit begins today and runs through June 9 in New York, the finance industry’s bustling capital. You can tune into the summit as it happens from anywhere with this livestream. Singularity...

No More Playing Games: AlphaGo AI to Tackle Some Real World Challenges

Humankind lost another important battle with artificial intelligence (AI) last month when AlphaGo beat the world’s leading Go player Kie Je by three games to zero. AlphaGo is an AI program developed by DeepMind, part...

Google’s AI-Building AI Is a Step Toward Self-Improving AI

Reaching the technological singularity is almost certainly going to involve AI that is able to improve itself. Google may have now taken a small step along this path by creating AI that can build...

7 Big Tech Trends That Are Changing the Way We Make Things

Manufacturing is dirty, dull, and outmoded. It’s a slow-moving industry stuck in the past as new technologies out of Silicon Valley threaten to upend it. Stereotypes are fun, and misleading. Let’s not forget manufacturing is...

How to Build a Mind? This Theory May Guide Us Toward an Answer

How do intelligent minds learn? Consider a toddler navigating her day, bombarded by a kaleidoscope of experiences. How does her mind discover what’s normal happenstance and begin building a model of the world? How does...

These Robots Can Teach Other Robots How to Do New Things

One advantage humans have over robots is that we’re good at quickly passing on our knowledge to each other. A new system developed at MIT now allows anyone to coach robots through simple tasks...

New AI Mimics Any Voice in a Matter of Minutes

The story starts out like a bad joke: Obama, Clinton and Trump walk into a bar, where they applauded a new startup based in Montreal, Canada called Lyrebird. Skeptical? Here’s a recording. https://soundcloud.com/user-535691776/dialog Sound clip credit: Lyrebird If...
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Watch: Where AI Is Today, and Where It’s Going in the Future

2016 was a year of headlines in artificial intelligence. A top-selling holiday gift was the AI-powered Amazon Echo; IBM Watson was used to diagnose cancer; and Google DeepMind’s system AlphaGo cracked the ancient and complex Chinese...

Singularity Hub Is Live This Week at Exponential Manufacturing in Boston

Singularity Hub is on the ground this week at Singularity University’s Exponential Manufacturing Summit in Boston. At the summit, executives, makers, entrepreneurs, and policy leaders across the manufacturing industry will come together to learn how...

Mobile Health Takes on a New Challenge: Diagnosing Cervical Cancer

Technology’s role in modern healthcare is growing. Artificial intelligence is being used for mental health, and smartphones can use add-ons to do things we never would have imagined ten years ago, like diagnose STDs...

Drug Discovery AI Can Do in a Day What Currently Takes Months

To create a new drug, researchers have to test tens of thousands of compounds to determine how they interact. And that’s the easy part; after a substance is found to be effective against a...

These 5 Big Tech Trends Are Changing the Way We Learn

Our current education system is not fit for purpose. Student mental health is at an all-time low, and student debt is at an all-time high. Dominated by uninspiring curricula and an over-emphasis on short-term...

David Hasselhoff Stars in a New Short Film—and All His Lines Were Written by AI

Last year, an AI named Benjamin wrote a weird and entertaining science fiction short film called Sunspring. Now, Benjamin’s back in a new film titled It’s No Game. Like its predecessor, the short is...

Science Has Outgrown the Human Mind and Its Limited Capacities

The duty of man who investigates the writings of scientists, if learning the truth is his goal, is to make himself an enemy of all that he reads and … attack it from every...

Google Says Machine Learning Chips Make AI Faster and More Efficient

Google recently bared the inner workings of its dedicated machine learning chip, the TPU, marking the latest skirmish in the arms race for AI hardware supremacy. Shorthand for Tensor Processing Unit, the chip has been...

Canada Hopes to Energize Homegrown AI With Big New Investment

Much of the groundbreaking AI research of recent decades originated in Canada, but it’s largely Silicon Valley that’s brought it into the real world. Now Canada is looking to take back its lead with...

OpenAI Just Beat Google DeepMind at Atari With an Algorithm From the 80s

AI research has a long history of repurposing old ideas that have gone out of style. Now researchers at Elon Musk’s open source AI project have revisited “neuroevolution,” a field that has been around...
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Star Trek or Mad Max? Why What Happens in the Future Is Up to Us

Is humanity headed toward a Star Trek-like utopia or a Mad Max-inspired dystopia? This is one of the big questions Vivek Wadhwa examines in his new book, co-authored with Alex Salkever, The Driver in the...

How AI Is Like Electricity—and Why That Matters

What’s the first thing that comes to mind when you hear ‘artificial intelligence’? For those raised on a steady diet of big budget Hollywood sci-fi, the answer to that question is something along the...

Can Futurists Predict the Year of the Singularity?

The end of the world as we know it is near. And that’s a good thing, according to many of the futurists who are predicting the imminent arrival of what’s been called the technological...

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...

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