Facebook’s New AI Teaches Itself to See With Less Human Help

Facebook’s New AI Teaches Itself to See With Less Human Help

The Facebook algorithm, called Seer (for SElf-supERvised), fed on more than a billion images scraped from Instagram , deciding for itself which objects look alike.LeCun says self-supervised learning could have many useful applications, for instance learning to read medical images without the need for labeling so many scans and x-rays.

These Doctors Are Using AI to Screen for Breast Cancer

These Doctors Are Using AI to Screen for Breast Cancer

When Covid came to Massachusetts, it forced Constance Lehman to change how Massachusetts General Hospital screens women for breast cancer.Lehman says the AI approach has helped identify a number of women who, when persuaded to come in for routine screening, turn out to have early signs of cancer.

NASA Is Training an AI to Detect Fresh Craters on Mars

NASA Is Training an AI to Detect Fresh Craters on Mars

The AI discovered dozens of them hiding in image data from the Mars Reconnaissance Orbiter and revealed a promising new way to study planets throughout our solar system.

These Adorable Fish Robots Form Schools Like the Real Thing

These Adorable Fish Robots Form Schools Like the Real Thing

6, eabd8668 (2021)Once the robots are aware of the positions of their peers, Berlinger and his colleagues can then feed this positional information into simple algorithms to guide the behavior of the seven Bluebots dropped into a tank.

Alexa Now Has Its Own Questions for You

Alexa Now Has Its Own Questions for You

It might not seem like much, but figuring out when to seek clarification requires considerable artificial intelligence , and it’s a step towards having machines learn from humans on the fly.“The ability for clarification will be a fundamental property of any good conversational artificial agent,” says Roger Levy, a professor at MIT who specializes in AI and linguistics.

Go Ahead, Try to Sneak Bad Words Past AI Filters—for Research

Go Ahead, Try to Sneak Bad Words Past AI Filters—for Research

Facebook’s project comes as more AI researchers, including the social network’s VP of artificial intelligence , say the field needs to broaden its horizons if computers are to become capable of handling complex, real world situations.

To Make Fairer AI, Physicists Peer Inside Its Black Box

To Make Fairer AI, Physicists Peer Inside Its Black Box

Specifically, Pierini has begun simulating proton collisions with an AI algorithm known as a generative adversarial network, or GAN.But physicist Brian Nord of Fermilab uses algorithms derived from facial-recognition technology to identify abnormal-looking galaxies whose light is warped by curved spacetime.

AI Magic Makes Century-Old Films Look New

AI Magic Makes Century-Old Films Look New

On April 14, 1906, the Miles brothers left their studio on San Francisco’s Market Street, boarded a cable car, and began filming what would become an iconic short movie.

Prepare for Artificial Intelligence to Produce Less Wizardry

Prepare for Artificial Intelligence to Produce Less Wizardry

“Deep neural networks are very computationally expensive,” says Song Han, an assistant professor at MIT who specializes in developing more efficient forms of deep learning and is not an author on Thompson’s paper.

NASA’s New Moon-Bound Space Suits Will Get a Boost From AI

NASA’s New Moon-Bound Space Suits Will Get a Boost From AI

PTC’s software combines several different approaches to AI, like generative adversarial networks and genetic algorithms.A generative adversarial network is a game-like approach in which two machine-learning algorithms face off against one another in a competition to design the most optimized component.

Deepfakes Aren’t Very Good. Nor Are the Tools to Detect Them

Deepfakes Aren’t Very Good. Nor Are the Tools to Detect Them

“It’s all fine and good for helping human moderators, but it's obviously not even close to the level of accuracy that you need,” says Hany Farid, a professor at UC Berkeley and an authority on digital forensics, who is familiar with the Facebook-led project.

This Robot Can Guess How You're Feeling by the Way You Walk

This Robot Can Guess How You're Feeling by the Way You Walk

As the robot rolls along, the camera watches passing pedestrians, while ProxEmo overlays each human with that 16-joint skeleton—the objective measurement of gaits, which the algorithm has learned to associate with certain emotions.

California Sues Uber and Lyft to Classify Drivers as Employees

California Sues Uber and Lyft to Classify Drivers as Employees

The state of California and three of its biggest cities sued Uber and Lyft Tuesday for misclassifying hundreds of thousands of drivers as independent contractors, in violation of a new state law.

'Expert Twitter' Only Goes So Far. Bring Back Blogs

'Expert Twitter' Only Goes So Far. Bring Back Blogs

During the pandemic, however, when our affinities have turned toward a desperate craving for useful information, the dynamics of this algorithm now serve a crucial purpose: helping to surface otherwise hard to find niche experts.

AI Helps Warehouse Robots Pick Up New Tricks

AI Helps Warehouse Robots Pick Up New Tricks

has developed a platform that consists of off-the-shelf robot arms equipped with cameras, a special gripper, and plenty of computer power for figuring out how to grasp objects tossed into warehouse bins.

Tinder Swipes Right on AI to Help Stop Harassment

Tinder Swipes Right on AI to Help Stop Harassment

Now, Tinder is turning to artificial intelligence to help people dealing with grossness in the DMs. The popular online dating app will use machine learning to automatically screen for potentially offensive messages.

AI Can Do Great Things—if It Doesn't Burn the Planet

AI Can Do Great Things—if It Doesn't Burn the Planet

And as the damage caused by climate change becomes more apparent, AI experts are increasingly troubled by those energy demands.“The concern is that machine-learning algorithms in general are consuming more and more energy, using more data, training for longer and longer,” says Sasha Luccioni, a postdoctoral researcher at Mila, an AI research institute in Canada.

Meet Xenobot, an Eerie New Kind of Programmable Organism

Meet Xenobot, an Eerie New Kind of Programmable Organism

They hope that this new kind of organism—contracting cells and passive cells stuck together—and its eerily advanced behavior can help scientists unlock the mysteries of cellular communication.

The Perils and Promise of Artificial Conscientiousness

The Perils and Promise of Artificial Conscientiousness

One of the founders of DeepMind cofounded the Partnership on AI, which aims to direct “attention and effort on harnessing AI to contribute to solutions for some of humanity’s most challenging problems.” On December 4, PAI announced the release of SafeLife, a proof-of-concept reinforcement-learning model that can avoid unintended side effects of its optimization activity in a simple game.

Sleepwalkers Podcast: Artificial Intelligence Is Watching Us and Judging Us

Sleepwalkers Podcast: Artificial Intelligence Is Watching Us and Judging Us

Artificial intelligence has tremendous power to enhance spying, and both authoritarian governments and democracies are adopting the technology as a tool of political and social control.No country has embraced facial recognition and AI surveillance as keenly as China.

Researchers Want Guardrails to Help Prevent Bias in AI

Researchers Want Guardrails to Help Prevent Bias in AI

“We need to make sure that it's easy to use a machine learning algorithm responsibly, to avoid unsafe or unfair behavior,” says Philip Thomas, an assistant professor at the University of Massachusetts Amherst who also worked on the project.

Today’s Cartoon: WebMD

Today’s Cartoon: WebMD

Every weekday, WIRED publishes a new cartoon about the worlds of science and technology.And if that's still not enough, you can find all of WIRED's cartoons in one place, right here .

An AI-Run World Needs to Better Reflect People of Color

An AI-Run World Needs to Better Reflect People of Color

As Yuval Noah Harari says, “Those who control the data control the future.” The AI that's being developed today will serve as the baseline for how AI will be built in the future.Read more opinions here .

A Molecule Designed By AI Exhibits 'Druglike' Qualities

A Molecule Designed By AI Exhibits 'Druglike' Qualities

The favorable results in cells and mice were a pleasant surprise; he’d expected the AI-generated molecules would require more tweaks and rounds of computations before they found one with potential.“It’s cool to see AI trained to think a little bit like how a medicinal chemist thinks,” says Adam Renslo, a professor of chemical biology at the University of California-San Francisco who also wasn’t involved in the research.

AI Algorithms Need FDA-Style Drug Trials

AI Algorithms Need FDA-Style Drug Trials

To protect the cognitive autonomy of individuals and the political health of society at large, we need to make the function and application of algorithms transparent, and the FDA provides a useful model.

Facial Recognition Is Suddenly Everywhere. Should You Worry?

Facial Recognition Is Suddenly Everywhere. Should You Worry?

Three US cities, including San Francisco , recently blocked their agencies from using the technology altogether, while federal lawmakers from both sides of the aisle have expressed interest in regulating facial recognition.#facial recognition #Artificial Intelligence #algorithms #privacy.

The Toxic Potential of YouTube’s Feedback Loop

The Toxic Potential of YouTube’s Feedback Loop

In the case of the pedophile scandal, YouTube's AI was actively recommending suggestive videos of children to users who were most likely to engage with those videos. The feedback loop works like this: (1) People who spend more time on the platforms have a greater impact on recommendation systems.

The New App Gem Takes a Unique Approach to News Recommendations

The New App Gem Takes a Unique Approach to News Recommendations

Escape Crappy News Recommendation Algorithms With the Gem App. Elena Lacey; Getty Images. Boldizsar quit Calm and began working on an app that would deliver the news with a more useful algorithm. Gem still recommends news articles algorithmically—including a daily “gem,” the article you're most likely to enjoy.

YouTube Is Giving You More Control Over Video Recommendations

YouTube Is Giving You More Control Over Video Recommendations

YouTube will also start disclosing to iOS users the reason a video was recommended to them, like how Facebook tells you why you saw a specific advertisement or post in your News Feed.

A Device to Detect 'Aggression' in Schools Often Misfires

A Device to Detect 'Aggression' in Schools Often Misfires

Although a Louroe spokesman said the detector doesn’t intrude on student privacy because it only captures sound patterns deemed aggressive, its microphones allow administrators to record, replay and store those snippets of conversation indefinitely.“It’s not clear it’s solving the right problem.