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Toyota reveals latest autonomous tech test bed

Toyota revealed its latest autonomous technology effort Friday, a sophisticated Lexus LS 600hL prototype that showcases its plans to advance in the emerging field. The Lexus is the first developed entirely by the company's in-house Toyota Research Institute and it will focus on the car's ability to learn and see behavior on the road. Toyota is showing the car at the Prius Challenge event at Sonoma Raceway. The Lexus uses Lidar, radar, and sensors, which potentially reduce reliance on mapping. The prototype advances Toyota's last concept vehicle shown at the Consumer Electronics Show in 2013. This one is said to be more flexible and it will focus on Toyota's two autonomous tech pillars, called Guardian and Chauffeur. Guardian is meant to improve safety features, while Chauffeur moves toward full autonomy. "We believe Guardian can probably be deployed sooner and more widely than Chauffeur, providing high-level driver-assist features capable of helping mitigate collisions and save lives, sooner rather than later," Toyota Research Institute Gill Pratt said in a statement. Related Video: Green Lexus Toyota Autonomous Vehicles Luxury Sedan lexus ls

Finally, Lexus has a sick-looking crossover concept

So, Lexus isn't playing it safe. The Japanese luxury brand revealed a concept called the UX that will be revealed at the Paris Motor Show, and to say it's eye-catching is an understatement. It looks like one of those new-fangled, coupe-styled SUVs, along the lines of the BMW X6, though Lexus isn't explaining exactly what the UX is. It nebulously says the concept is meant to appeal to a "progressive, urban audience living in a connected environment." Sounds like an X6-, or perhaps an X4-fighter, to us. Oh, and probably with Wi-Fi. As you can see, the UX has massively flared fenders (which add an off-road vibe), a raked roofline and huge wheels. Pretty concepty, in other words. Like the NX SUV, which debuted as a concept then went into production largely unchanged, the UX has a lot of angles and curves. Like the NX, it will probably be divisive at first but a strong entry in the crossover segment if it makes it to production (we think it will). Lexus only released this rear three-quarters shot, so we'll have to wait to see what the front looks like. We'd expect Lexus' spindle grille and some snazzy LED lights. Inside, the UX "showcases imaginative technologies for an immersive driver experience, while the interior marries traditional craftsmanship with high-tech manufacturing techniques," Lexus says. Translation: It will be really digital inside with some wood, carbon-fiber, or fancy plastic trim. It debuts Sept. 29 in Paris. Related Video: Design/Style Paris Motor Show Lexus Crossover SUV 2016 paris motor show lexus ux

Sportier version of a Lexus RC F spotted at Nurburgring

While most of the auto industry was focused on Frankfurt today, elsewhere in Germany our spy photographers spotted something interesting at the Nuurburgring — a Lexus RC F that seems even sportier. There appears to be a bigger fixed rear spoiler under the camo, along with a modified front skirt and a different rear bumper with a different diffuser. There just might be air outlets behind the rear wheel, and possibly a wider track in the rear. Are these just cosmetic changes, or a harbinger of higher performance or something more potent than the current 467-horsepower 5-liter engine — say, something beyond 500 horses? Unknown at this point. Related Video: Featured Gallery Lexus RC F Sport spy shots Spy Photos Lexus Coupe Luxury Performance lexus rc f