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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.

Why Google DeepMind Is Putting AI on the Psychologist’s Couch

Artificial intelligence can now carry out many of the same cognitive tasks humans can, but we still don’t really understand how AIs think. Google DeepMind plans to train long-standing tests of human cognitive skills...

This Startup Is Dreaming of a Global Brain on Blockchain

Artificial intelligence is one of the most celebrated and hyped concepts today. From science fiction to the nightly news, AI has been making record headlines, whether it will become the most dangerous technology around...

The 10 Grand Challenges Facing Robotics in the Next Decade

Robotics research has been making great strides in recent years, but there are still many hurdles to the machines becoming a ubiquitous presence in our lives. The journal Science Robotics has now identified 10...

The Biggest Tech Takeaways From the 2018 World Economic Forum

The World Economic Forum’s annual meeting in Davos, Switzerland wrapped up last week. The WEF exists to improve the state of the world by fostering cooperation between governments, NGOs, and the private sector. In...

The Love Oracle: Can AI Help You Succeed at Dating?

Interacting with modern-day Alexa, Siri, and other chatterbots can be fun, but as personal assistants, these chatterbots can seem a little impersonal. What if, instead of asking them to turn the lights off, you...

Machines Teaching Each Other Could Be the Biggest Exponential Trend in AI

“The easier it is to communicate, the faster change happens.” – James Burke, Science Historian During an October 2015 press conference announcing the autopilot feature of the Tesla Model S, which allowed the car to...

How Fast Is AI Progressing? Stanford’s New Report Card for Artificial Intelligence

When? This is probably the question that futurists, AI experts, and even people with a keen interest in technology dread the most. It has proved famously difficult to predict when new developments in AI...

This Neural Network Built by Japanese Researchers Can ‘Read Minds’

It already seems a little like computers can read our minds; features like Google’s auto-complete, Facebook’s friend suggestions, and the targeted ads that appear while you’re browsing the web sometimes make you wonder, “How...

Why the World Is Still Getting Better—and That’s Likely to Continue

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...

AI Uses Titan Supercomputer to Create Deep Neural Nets in Less Than a Day

You don’t have to dig too deeply into the archive of dystopian science fiction to uncover the horror that intelligent machines might unleash. The Matrix and The Terminator are probably the most well-known examples of self-replicating,...

When Will We Finally Achieve True Artificial Intelligence?

The field of artificial intelligence goes back a long way, but many consider it was officially born when a group of scientists at Dartmouth College got together for a summer, back in 1956. Computers...

The Technologies We’ll Have Our Eyes on in 2018

It’s that time of year again when our team has a little fun and throws on our futurist glasses to look ahead at some of the technologies and trends we’re most anticipating next year. Whether...

Do Our Brains Use Deep Learning to Make Sense of the World?

The first time Dr. Blake Richards heard about deep learning, he was convinced that he wasn’t just looking at a technique that would revolutionize artificial intelligence. He also knew he was looking at something...

The Hidden Human Workforce Powering Machine Intelligence

The tech industry touts its ability to automate tasks and remove slow and expensive humans from the equation. But in the background, a lot of the legwork training machine learning systems, solving problems software...

Will Artificial Intelligence Become Conscious?

Forget about today’s modest incremental advances in artificial intelligence, such as the increasing abilities of cars to drive themselves. Waiting in the wings might be a groundbreaking development: a machine that is aware of...

The Doctor in the Machine: How AI Is Saving Lives in Healthcare

Artificial intelligence has received its fair share of hype recently. However, it’s hype that’s well-founded: IDC predicts worldwide spend on AI and cognitive computing will culminate to a whopping $46 billion (with a “b”)...

8 Ways AI Will Transform Our Cities 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...

Drug Discovery AI to Scour a Universe of Molecules for Wonder Drugs

On a dark night, away from city lights, the stars of the Milky Way can seem uncountable. Yet from any given location no more than 4,500 are visible to the naked eye. Meanwhile, our...

China Is an Entrepreneurial Hotbed That Cannot Be Ignored

Last week, Eric Schmidt, chairman of Alphabet, predicted that China will rapidly overtake the US in artificial intelligence…in as little as five years. Last month, China announced plans to open a $10 billion quantum computing...

What AI Can Now Do Is Remarkable—But How It’s Learning Is More Significant

Major websites all over the world use a system called CAPTCHA to verify that someone is indeed a human and not a bot when entering data or signing into an account. CAPTCHA stands for...

Here’s How to Get to Conscious Machines, Neuroscientists Say

“We cannot be conscious of what we are not conscious of.” – Julian Jaynes, The Origin of Consciousness in the Breakdown of the Bicameral Mind Unlike the director leads you to believe, the protagonist of...

The Farms of the Future Will Be Automated From Seed to Harvest

Swarms of drones buzz overhead, while robotic vehicles crawl across the landscape. Orbiting satellites snap high-resolution images of the scene far below. Not one human being can be seen in the pre-dawn glow spreading...

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...

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