The Download: Training robots with gen AI, and the state of climate tech

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

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 may make it simpler to coach several types of robots to finish duties—machines starting from mechanical arms to humanoid robots and driverless automobiles—in addition to making AI internet brokers extra helpful. Read the full story.

—Rhiannon Williams

These 15 corporations are innovating in local weather tech

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

Our objective is to highlight companies we consider may assist make a dent in local weather change. This 12 months’s checklist contains corporations from a variety of industries, headquartered on 5 continents. In the event you haven’t checked it out but, I highly recommend giving it a look. Every firm has a profile by which we’ve outlined why it made the checklist, what kind of affect the enterprise may need, and what challenges it’s prone to face.