In this work, we address this issue through "Sparse Activation Control".

Mathematical reasoning is an important capability of large language models (LLMs) for real-world applications.

Deep models have demonstrated remarkable performance in time series forecasting.

Amazon's fall Prime Day sale has come and gone, but a few of the best deals are still available. All products featured on WIRED are independently selected by our editors. However, we may receive compensation from retailers and/or from purchases of products through these links. Amazon Prime's Latest Prime Day sale has come and gone. If you are a Prime member who missed out, there's some good news--there are some leftover deals still going strong. We're still keeping you updated here with all the best markdowns on our favorite tech gear and gadgets that are still available, from Alexa-enabled speakers to robot vacs to laptops and tablets. The WIRED Reviews team tests products year-round, and at sales events like this, we only recommend deals on stuff we have actually used and approved. We sorted through thousands of deals by hand to make these picks. The Fire HD 10 is Amazon's best tablet for most people . The current model dates from 2023, but the Octa Core processor is plenty fast enough for consuming Amazon Prime content, which is really the primary reason to buy a Fire tablet. The full HD (1080p) screen won't win any awards, but it's good enough for streaming movies. Fire tablets can do double duty as an Echo speaker, too. Turn on Show Mode (swipe down on the notification overlay and check the Show Mode box) and you can query Alexa to your heart's content.

A dozen or so young men and women, eyes obscured by VR headsets, shuffle around a faux kitchen inside a tech company's Silicon Valley headquarters. Their arms are bent at the elbows, palms facing down. One pilot stops to pick up a bottle of hot sauce from a counter, hinging at the waist, making sure to keep her hands in view of the camera on her headset at all times. Meters away, two humanoid robots, with bulbous joints and expressionless plastic domes for faces, stand at a desk. In front of each is a crumpled towel; to its right, a basket. More often than not, the towel catches on the edge of the basket and the robot freezes. Then an engineer steps in and returns the towel to a crumpled heap, and the sequence begins again. This was the scene inside the Silicon Valley headquarters of Figure AI on an August morning this year. The three-year-old startup was in a sprint ahead of the October announcement of its next robot, the Figure 03, which was undergoing top-secret training when TIME visited.