A method to interpret AI might not be so interpretable after all

As autonomous systems and artificial intelligence become increasingly common in daily life, new methods are emerging to help humans check that these systems are behaving as expected. One method, called formal specifications, uses mathematical formulas that can be translated into …

New tools are available to help reduce the energy that AI models devour

When searching for flights on Google, you may have noticed that each flight's carbon-emission estimate is now presented next to its cost. It's a way to inform customers about their environmental impact, and to let them factor this information into …

Four Lincoln Laboratory technologies win five 2023 R&D 100 awards

Ultrasound that doesn’t require touching patients. A web-based tool that reinvents crew scheduling for the Air Force. Cryptographic hardware that protects sensitive data. And the world’s first practical memory for quantum networking.

These four technologies developed at MIT Lincoln Laboratory, …

AI helps robots manipulate objects with their whole bodies

Imagine you want to carry a large, heavy box up a flight of stairs. You might spread your fingers out and lift that box with both hands, then hold it on top of your forearms and balance it against your …

A new dataset of Arctic images will spur artificial intelligence research

As the U.S. Coast Guard (USCG) icebreaker Healy takes part in a voyage across the North Pole this summer, it is capturing images of the Arctic to further the study of this rapidly changing region. Lincoln Laboratory researchers installed a …

A step toward safe and reliable autopilots for flying

In the film “Top Gun: Maverick, Maverick, played by Tom Cruise, is charged with training young pilots to complete a seemingly impossible mission — to fly their jets deep into a rocky canyon, staying so low to the …

Detailed images from space offer clearer picture of drought effects on plants

“MIT is a place where dreams come true,” says César Terrer, an assistant professor in the Department of Civil and Environmental Engineering. Here at MIT, Terrer says he’s given the resources needed to explore ideas he finds most exciting, and …

Program teaches US Air Force personnel the fundamentals of AI

A new academic program developed at MIT aims to teach U.S. Air and Space Forces personnel to understand and utilize artificial intelligence technologies. In a recent peer-reviewed study, the program researchers found that this approach was effective and well-received by …

Deep learning with light

Ask a smart home device for the weather forecast, and it takes several seconds for the device to respond. One reason this latency occurs is because connected devices don’t have enough memory or power to store and run the enormous …

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