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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.

Does Regulating Artificial Intelligence Save Humanity or Just Stifle Innovation?

Some people are afraid that heavily armed artificially intelligent robots might take over the world, enslaving humanity—or perhaps exterminating us. These people, including tech-industry billionaire Elon Musk and eminent physicist Stephen Hawking, say artificial...
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The Internet of Things Needs to Be Intelligent, Not Just Connected

In an interview at Singularity University’s Global Summit in San Francisco, Andreas Gal explained how his company is applying artificial intelligence to the Internet of Things (IoT). Gal is the former CTO of Mozilla and is...

DeepMind’s New AI Taught Itself to Be the World’s Greatest Go Player

The AlphaGo AI that grabbed headlines last year after beating a master of the board game Go has just been trounced 100-0 by an updated version. And unlike its predecessor, the new system taught...

How Technology Is Driving Us Toward Peak Globalization

At some point in the future—and in some ways we are already seeing this—the amount of physical stuff moving around the world will peak and begin to decline. By “stuff,” I am referring to...

AI Is Easy to Fool—Why That Needs to Change

Con artistry is one of the world’s oldest and most innovative professions, and it may soon have a new target. Research suggests artificial intelligence may be uniquely susceptible to tricksters, and as its influence...

The Coming Creativity Explosion Belongs to the Machines

Does creativity make human intelligence special? It may appear so at first glance. Though machines can calculate, analyze, and even perceive, creativity may seem far out of reach. Perhaps this is because we find it...

Intel Jumps Into Brain-Like Computing With New Self-Learning Chip

The brain has long inspired the design of computers and their software. Now Intel has become the latest tech company to decide that mimicking the brain’s hardware could be the next stage in the...
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This AI Assistant Helps Demystify Complex Research

In an interview at Singularity University’s Global Summit in San Francisco, Anita Schjøll Brede talked about how artificial intelligence can help make scientific research accessible to anyone working on a complex problem. Anita Schjøll Brede is the...

How Close Is Turing’s Dream of Conversational Machines?

The quest for conversational artificial intelligence has been a long one. When Alan Turing, the father of modern computing, racked his considerable brains for a test that would truly indicate that a computer program was...

Machines Are Getting Smarter—Now They Should Explain Themselves

Neural networks’ powers of prediction have fueled the recent AI boom, but it can be hard to explain how they reach their decisions. A new technique aimed at uncovering the inner workings of language...

How to Make Your First Chatbot With the Help of Game of Thrones

You’re probably wondering what Game of Thrones has to do with chatbots and artificial intelligence. Before I explain this weird connection, I need to warn you that this article may contain some serious spoilers....

Japan’s SoftBank Is Investing Billions in the Technological Future

Remember the 1980s movie Brewster’s Millions, in which a minor league baseball pitcher (played by Richard Pryor) must spend $30 million in 30 days to inherit $300 million? Pryor goes on an epic spending...
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Machine Learning Is Everywhere, But What Is It Exactly?

From Google’s language translation app to autonomous cars, machine learning has become a key ingredient in multiple areas of our lives—but what exactly is it? In the simplest sense, machine learning is a method of...
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Tech-X-Planations | Introducing a New Original Weekly Video Series

We’ve all name-dropped a new technology that sounds awesome—like CRISPR/Cas9—without really knowing the basics. This is why we’ve created Tech-x-planations, Singularity Hub’s new weekly video series that explores fundamental ideas in science, technology, and the...
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Artificial Intelligence | Future of Everything With Jason Silva (Part 6)

In the latest installment of Singularity University’s web series, Future of Everything With Jason Silva, Silva takes a look at artificial intelligence. "AI is perhaps the granddaddy of all exponential technologies. Surely to transform the world...

These 7 Forces Are Changing the World at an Extraordinary Rate

It was the Greek philosopher Heraclitus who first said, “The only thing that is constant is change.” He was onto something. But even he would likely be left speechless at the scale and pace of...

Why Education Is the Hardest Sector of the Economy to Automate

We’ve all heard the warning cries: automation will disrupt entire industries and put millions of people out of jobs. In fact, up to 45 percent of existing jobs can be automated using current technology. However,...

Why Neuroscience Is the Key to Innovation in AI

The future of AI lies in neuroscience. So says Google DeepMind’s founder Demis Hassabis in a review paper published last week in the prestigious journal Neuron. Hassabis is no stranger to both fields. Armed with a...

When Will AI Be Better Than Humans at Everything? 352 AI Experts Answer

Predictions of when machines will make us obsolete seem to come either from AI evangelists or doom-mongers with little practical experience of the field. Now though, researchers have carried out the largest-ever survey of...

All Great Artists Share This One Quality—Can AI Learn It Too?

Think about your favorite work of art. Why do you like it so much? What does it do for you? Be it painting, sculpture, music, or writing, we love art not just for its beauty,...

Teaching Machines to Understand, and Summarize, Text

We humans are swamped with text. It’s not just news and other timely information: Regular people are drowning in legal documents. The problem is so bad we mostly ignore it. Every time a person...
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Ray Kurzweil: A Strategy for Keeping the World Safe From AI

Ray Kurzweil is an inventor, thinker, and futurist famous for forecasting the pace of technology and predicting the world of tomorrow. In this video, Kurzweil discusses AI ethics and risk. Films and books have...

Machine Reasoning Gets a Boost With This Simple New Algorithm

There’s a classic scene in almost every police procedural: a weathered detective stands staring at a collection of photos pinned to a wall. Thin, red yarn traces the connections between the different players. Something’s...

Artificial Intelligence Predicts Death to Help Us Live Longer

Do not go gentle into that good night, Old age should burn and rave at close of day; Rage, rage against the dying of the light. Welsh poet Dylan Thomas’ famous lines are a passionate...

6 Things Quantum Computers Will Be Incredibly Useful For

Computers don’t exist in a vacuum. They serve to solve problems, and the type of problems they can solve are influenced by their hardware. Graphics processors are specialized for rendering images; artificial intelligence processors...

Deep Learning at the Speed of Light on Nanophotonic Chips

Deep learning has transformed the field of artificial intelligence, but the limitations of conventional computer hardware are already hindering progress. Researchers at MIT think their new “nanophotonic” processor could be the answer by carrying...

These 7 Disruptive Technologies Could Be Worth Trillions of Dollars

Scientists, technologists, engineers, and visionaries are building the future. Amazing things are in the pipeline. It’s a big deal. But you already knew all that. Such speculation is common. What’s less common? Scale. How...

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...

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