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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

More than half of Mazdas sold in 2018 are CX-5s, and other interesting sales facts

Last year was a seriously good year for carmakers. Overall, more vehicles were sold than in 2017, and the total number wasn't far off of the all-time record in 2016. Digging deeper into the numbers, you'll find some pretty usual stuff including the Ford F-Series still being the bestselling pickup truck in America, and a continued trend toward crossovers. But there are also some oddball factoids tucked in these sales reports, some that defy the trends, and some that are extremes of the public's buying preferences. We've compiled several interesting tidbits from last year's sales right here for your enjoyment. More than half of Mazda's sales were of CX-5s Yes, over half of all Mazda sales were of this one model. The company sold 300,325 cars in America last year, and 150,622 of them were CX-5 crossovers, or 50.1 percent. Just for emphasis, that means the other 49.8 percent of Mazda's sales were split among five other models, the Miata, 3, 6, CX-3 and CX-9. Breaking that down further, the second-best seller was the Mazda3 at 64,638, which isn't even half of the CX-5's sales. People are crazy for Mazda's middle crossover. Volkswagen actually sold more cars than crossovers It's clear that the crossover is the future king of car sales. For most mainstream brands, it already is. Chevy, Ford, Honda, Toyota, Subaru, Mazda and Nissan all sold more crossovers and SUVs than they did conventional sedans and hatchbacks. There are holdouts, though, and one of them is Volkswagen. At the end of 2018, the company sold 189,343 cars and 164,721 crossovers in the U.S. So that's one win for the classic car set, and it's justification for VW to maintain its car line for the foreseeable future. It's a bit of a hollow victory, though. Look closer and you'll see that car sales were down 28 percent from 2017, when VW sold 262,029 cars. Crossovers, on the other hand, jumped 112 percent from 2017 when 77,647 crossovers moved through U.S. dealers. So expect the tables to turn very soon. Mustang is still the muscle-car sales king, but Challenger is the only one to improve Once again, the Ford Mustang topped the muscle-car sales charts, beating out the Dodge Challenger and Chevy Camaro. Ford moved 75,842 of the ponies in 2018, while Dodge sold 66,716 Challengers for second place, and Chevy sold 50,963 Camaros to bring up the rear.