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Hyundai plans Level 4 autonomy by 2021 in a fuel-cell car

SAN FRANCISCO — Silicon Valley startup Aurora announced on Thursday partnerships with Volkswagen AG and Hyundai to develop a self-driving system within their vehicles, the latest tie-up between global automakers and Silicon Valley tech companies. Aurora was founded in 2016 by robotics expert Drew Bagnell, Chris Urmson, who came from Alphabet Inc's Google, and Sterling Anderson, who formerly worked at Tesla. For Hyundai, Aurora's technology will be incorporated into custom-developed models and tested in markets including China. Hyundai said the first model to be used in testing will be its latest generation fuel-cell vehicle, debuting at the CES technology conference in Las Vegas next week. The model name of the car, shown above, will be announced then. Under the alliance, Hyundai plans to commercialize level 4 autonomous vehicles — which can operate without human input or even human oversight under select conditions — in unidentified "pilot smart cities" by 2021. This is the first announcement on a self-driving technology partnership by the South Korean carmaker, which has traditionally shunned tie-ups in favor of developing technology in-house. The strategy has raised investor concerns that it may be left behind in the race for self-driving and electric cars. A company spokeswoman said Hyundai has "various collaborations" under way in self-driving technology and would continue to pursue cooperation. In a statement, Volkswagen said Aurora's self-driving technology can be integrated over time across the automaker's brands and in different product categories, whether self-driving pods, shuttles, delivery vans or self-driving trucks. Aurora and Volkswagen said they had been working together over the past six months to integrate Aurora's sensors, hardware and software into the German carmakers' electric vehicles to develop self-driving ride services in cities. The non-exclusive partnerships mark the first deals for the young Silicon Valley company and show how some carmakers have chosen to partner with technology companies with more experience in artificial intelligence, deep learning and robotics in order to save time and money bringing self-driving cars to market. Within the self-driving car space, Waymo — formerly Google's autonomous program headed by Urmson — is offering something similar. The tech company has been working with Fiat Chrysler since 2016 to outfit its Chrysler Pacifica minivans with autonomous technology.

Subaru WRX vs. Volkswagen GTI | Under-$30K fun

If financing a new car purchase for 60 months, you'll spend roughly $200/month for those five years on every $10K you finance. Subaru's WRX and Volkswagen's GTI, each with a base price of around $25K (which equates to roughly $400/month with 20 percent down) can easily become $40K (in WRX STI and Golf R trim). That extra $15,000 will cost you almost $300/month over the life of a 60-month payment book. A $40K Subaru or Volkswagen is cheap in terms of enjoying the additional performance, but if your goal is only to get places in a fast hatch or sedan, you can keep your outlay far closer to the base price. Just mind the options. VW GTI: In the increasingly popular hot hatch segment, the GTI was arguably the first. Based on the revolutionary (for the mid-'70s) Golf hatchback, the GTI offered upgraded power, improved handling and just enough cosmetic enhancements to let others know you were driving something special. Consumer response was immediate, and imitators came out of the woodwork. Now in its seventh iteration (as of the 2015 model year), the GTI has consistently evolved. Its 2.0-liter turbocharged four makes 210 horsepower and — more important in day-to-day driving — 258 pound-feet of torque. Its footprint remains comfortably small, with easy access to front and rear seats and, if you need to carry something large, it has an expansive hatch and fold-down rear seat. Like most of the VW/Audi family, its interior design and appointment bat well above the $25,000 price point. Whether selecting the six-speed manual transmission or six-speed DSG automatic, know that a responsive, agile hatchback is just a throttle tip-in away. It's perfect for the in-town commute, weekend getaway or cross-country romp. And it appeals to a wide demographic, so resale value will remain high. Subaru WRX: This once was a performance derivative not shared with American consumers. But with its success globally, Subaru brought the WRX to the States, with the high-performance STI variant not long after. Having been offered in the U.S. as a sedan, wagon and hatchback, today's WRX is available only as a four-door sedan. As on every Subaru available in the U.S. (except the BRZ), all-wheel drive is standard. Power is supplied by a turbocharged flat four displacing 2.0 liters but upping the horsepower to 268, while available torque is numerically identical to the GTI's at 258 pound-feet.

Lincoln Aviator returns, VW ponders pickups, and Subaru Forester endures

NEW YORK – Volkswagen is taking a hard look at a pickup truck, the Lincoln Aviator is back, and you love old Subarus (we'll explain). The New York Auto Show returned last week with flair and a wide range of promising reveals. Let's break down some of the big news, plus a few things you might have missed. News: Ford is fortifying Lincoln with the Aviator SUV Views: Doing a mid-size SUV is obvious. Calling it the Aviator wasn't. I like it. Using Navigator design cues, this thing looks the part and should give Lincoln some energy and sales volume. Not playing in the midsize SUV segment has been a mistake for Ford's luxury brand, and the Aviator should fill a much-needed hole. Props to Lincoln for dusting off the Aviator name, most recently used on a rebadged Ford Explorer built in 2003-2005. It sounds classy and historic, like something from 1930s, even though it only dates to the tail end of the " Friends" era. Speaking of names, when the MKC gets a new one, Lincoln should dust off Zephyr, a moniker it actually used in the '30s and then briefly in the early 2000s. Why use the Aviator name? Jim Farley, Ford's president of global markets, said it's about reminding consumers that Ford has traditionally built strong SUVs. "I think in a way the legacy is falling in love with what we do best," he said. "We wanted to go back to our roots. We know how to do this well." Farley also said the Aviator could prove to be Lincoln's bestseller. The Aviator was well-received in New York, earning our Best in Show award and garnering cautiously optimistic reactions from some analysts. "Lincoln ran this experiment once before ... differences in the market conditions, stronger differentiation and appetite for utility vehicles may prove a different story for this Aviator," IHS analyst Stephanie Brinley said. View 19 Photos News: VW surprised the car world with the Atlas Tanoak pickup concept Views: Good move. VW should build this. The concept is based on a longer version of the Atlas platform and would take aim at the midsize truck segment. VW is using this prototype to "gauge the reactions" of automotive influencers, but make no mistake, the Tanoak is totally doable. Using Atlas bones and mechanicals punched up with rugged styling and some soft-road capability, the Tanoak would grow VW's portfolio in a smart way. The Atlas Cross Sport concept, also revealed in New York, signals that Atlas expansion is already underway.