2010 Toyota Corolla Le Sedan 4-door 1.8l (no Reserve!!) on 2040-cars

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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

Here are a few of our automotive guilty pleasures

It goes without saying, but I'll say it anyway. The world is full of cars, and just about as many of them are bad as are good. It's pretty easy to pick which fall into each category after giving them a thorough walkaround and, more important, driving them. But every once in a while, an automobile straddles the line somehow between good and bad — it may be hideously overpriced and therefore a marketplace failure, it may be stupid quick in a straight line but handles like a drunken noodle, or it may have an interior that looks like it was made of a mess of injection-molded Legos. Heck, maybe all three. Yet there's something special about some bad cars that actually makes them likable. The idea for this list came to me while I was browsing classified ads for cars within a few hundred miles of my house. I ran across a few oddballs and shared them with the rest of the team in our online chat room. It turns out several of us have a few automotive guilty pleasures that we're willing to admit to. We'll call a few of 'em out here. Feel free to share some of your own in the comments below. Dodge Neon SRT4 and Caliber SRT4: The Neon was a passably good and plucky little city car when it debuted for the 1995 model year. The Caliber, which replaced the aging Neon and sought to replace its friendly marketing campaign with something more sinister, was panned from the very outset for its cheap interior furnishings, but at least offered some decent utility with its hatchback shape. What the two little front-wheel-drive Dodge models have in common are their rip-roarin' SRT variants, each powered by turbocharged 2.4-liter four-cylinder engines. Known for their propensity to light up their front tires under hard acceleration, the duo were legitimately quick and fun to drive with a fantastic turbo whoosh that called to mind the early days of turbo technology. — Consumer Editor Jeremy Korzeniewski  Chevrolet HHR SS: Chevy's HHR SS came out early in my automotive journalism career, and I have fond memories of the press launch (and having dinner with Bob Lutz) that included plenty of tire-smoking hard launches and demonstrations of the manual transmission's no-lift shift feature. The 260-horsepower turbocharged four-cylinder was and still is a spunky little engine that makes the retro-inspired HHR a fun little hot rod that works quite well as a fun little daily driver.

Recharge Wrap-up: Audi R18 e-tron Quattro wins WEC opener, Toyota Mirai goes to DC

The Audi R18 e-tron Quattro has won the World Endurance Championship season opener at Silverstone. Drivers Marcel Fassler, Andre Lotterer and Benoit Treluyer piloted the number 7 hybrid racecar to a hard-fought win in the six-hour UK race. "This victory is a dream start of the season and a great reward for the whole squad for the hard work last winter," says Audi Motorsport boss Dr. Wolfgang Ullrich, congratulating the team. Audi's second R18 took fifth place in the race after a couple of unscheduled pit stops ate up precious time. Read more in the press release from Audi, below. Mini and Spanish designer Jaime Hayon are presenting new versions of the Mini Citysurfer electric scooter concept at Salone del Mobile in Milan, Italy. The installation, called "Urban Perspectives" depicts an idea of the future of urban mobility. The imaginary living space houses two examples of the Citysurfer concept designed by Hayon. The first is painted to resemble blue and while porcelain, with dots and stripes to give it an upbeat look. The second uses more upscale materials like anodized metal, copper and leather to blend modern and classical elements. The foldable Citysurfer scooter can travel 10 to 15 miles on a charge, and is designed fit and charge inside the trunk of a Mini Cooper. Read more from Mini. Tesla has announced the locations of its first Superchargers in Australia. It will install eight charging booths at the Goulburn Visitor's Centre, about 120 miles southwest of Sydney. The Goulburn superchargers will be powered by renewable energy. Tesla plans to install a network of Superchargers in cities along the route connecting the Sunshine Coast north of Brisbane south to Melbourne. Read more at Clean Technica. The Toyota Mirai will be on display at the National Mall in Washington DC to celebrate the 45th anniversary of Earth Day. Toyota is a sponsor of Global Citizen 2015 Earth Day from April 17 to 19, which will include speakers, musical performances and, of course, Toyota's new hydrogen fuel cell car. "Earth Day 2015 is a great platform to educate the public about hydrogen fuel cell technology and the potential of hydrogen as a future fuel," says Toyota's Bob Carter. Also in April, Toyota will continue to enlighten the public about the Mirai and hydrogen technology in Union Square Park in New York on April 19, and at Waterkeeper Alliance's "Keep it Clean" comedy event in Los Angeles on April 22. Read more from Toyota.