Thursday, October 3, 2024

The Obtain: Coaching robots with gen AI, and the state of local weather tech

Generative AI fashions can produce pictures in response to prompts inside seconds, and so they’ve just lately been used for every part from highlighting their very own inherent bias to preserving treasured reminiscences.

Now, researchers from Stephen James’s Robotic Studying Lab in London are utilizing image-generating AI fashions for a brand new objective: creating coaching knowledge for robots. They’ve developed a brand new system, referred to as Genima, that fine-tunes the image-generating AI mannequin Steady Diffusion to attract robots’ actions, serving to information them each in simulations and in the actual world. 

Genima might make it simpler to coach various kinds of robots to finish duties—machines starting from mechanical arms to humanoid robots and driverless vehicles—in addition to making AI net brokers extra helpful. Learn the complete story.

—Rhiannon Williams

These 15 corporations are innovating in local weather tech

We’ve simply unveiled our 2024 record of 15 Local weather Tech Corporations to Watch. This annual challenge is one the local weather staff at MIT Know-how Evaluation pours numerous time and thought into, and we’re thrilled to lastly share it with you.

Our purpose is to highlight companies we imagine might assist make a dent in local weather change. This 12 months’s record contains corporations from a variety of industries, headquartered on 5 continents. When you haven’t checked it out but, I extremely suggest giving it a glance. Every firm has a profile wherein we’ve outlined why it made the record, what kind of impression the enterprise might need, and what challenges it’s more likely to face. 

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