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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.

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...

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