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2014 Audi Q5 TDI

I've struggled with diesel technology. It's not that I have a problem with it or dislike it, but rather that I don't particularly understand what stops its wider-spread adoption. Sure, memories of rust-prone, smoky, sluggish and uneconomical Oldsmobile diesels aren't exactly easy to erase from the collective memory of the North American motoring public, but I'd think that a few years into the latest crop of clean diesels, there'd be wider adoption - or at least consumer consideration - by now.
Part of the issue is the still limited number of segments that diesels are available in. The Volkswagen Golf/Jetta TDI is finally getting a challenger in the form of the Chevrolet Cruze Diesel, and the BMW 328d is bringing something new to the entry-level sports sedan, but there are still a huge group of segments where diesel-power has no representation.
The small, luxury crossover realm is not one of those. It has the Mercedes-Benz GLK250 Bluetec, a stylish crossover with a silky-smooth 2.1-liter, turbodiesel four-cylinder that can return the kind of fuel economy that makes people take notice. And while the GLK250 is quite good, economy will only spread the diesel's appeal so far. People need to experience the seat-flattening torque that these mills can produce, and for that, we most humbly recommend the new 2014 Audi Q5 TDI.

Audi will have an autonomous car in 2020 using NVIDIA tech and AI

Audi and NVIDIA have been working together for a while, with most of the results being fancy infotainment systems like the current version of MMI and Audi's Virtual Cockpit display setup. Now the two are partnering to build autonomous vehicles that will leverage NVIDIA technology. Audi has a demonstrator now and promises a fully autonomous car for the year 2020. The tech underlying these new self-driving vehicles is NVIDIA's DRIVE computing platform. It uses the latest in artificial intelligence concepts, including neural networks, which are basically computer science's way of modeling decisionmaking after the way the human brain works. The network is able to learn and improve as it goes by making new connections. Machine learning tasks being handled by neural networks include computer vision, which can use a combination of sensors and cameras to help a computer, in this case the car, figure out what's going on in an environment to navigate through it. The companies are already demonstrating a version of DRIVE, the DRIVE PX 2, in the autonomous Audi Q7 shown above. The crossover is able to figure out its own path and can sense and drive on different types of surfaces, including pavement, grass, and dirt, plus it can navigate the cones of a simulated construction zone while reading dynamic detour signs. In 2018, Audi will expand testing of its autonomous vehicles on California public roads. The manufacturer has been permitted to test cars in the state since 2014. In announcing the expansion, Audi makes a point to mention it intends to follow applicable laws to the letter, which seems like more than a veiled reference to the trouble Uber found itself in recently when it didn't quite meet testing requirements in San Francisco. Audi has also promised Level 3 autonomy from the 2018 A8, which will feature a system called Traffic Jam Pilot to control the steering, throttle, and brakes at speeds below 35 mph. The company's previous autonomous work includes a self-driving RS7 track car named Bobby, which our own Jonathan Buckley got to race against in the Translogic episode below. Related Video:

Volkswagen may 'carve out' Lamborghini to list on the stock exchange

FRANKFURT — Volkswagen is drawing up plans to set up Lamborghini as a more independent unit, and is discussing long-term supply deals that could make it easier to list it on the stock exchange, two sources familiar with the matter told Reuters. "Volkswagen is in the process of carving out Lamborghini, and to organize future supply and technology transfer deals," one of the sources familiar with the matter told Reuters. The Italian sportscar brand, which is currently a division of Audi, could be partially listed, with Volkswagen retaining a controlling stake, the first person familiar with the talks said. There is no formal decision to divest Lamborghini, a second source said, adding that the timetable of any deal remained unclear. "This is a first step which gives VW the option to list the unit further down the line," the second source told Reuters. A third source familiar with the discussions said the future of Bugatti, Lamborghini and Ducati was discussed during a supervisory board meeting last Friday. The possibilities for how to electrify the Lamborghini and Bugatti brands through partnerships and investors was discussed, the third source said. Bankers and potential cornerstone investors in an IPO have been approached by the carmaker, the sources said. Volkswagen declined to comment. Volkswagen Group's Chief Executive Herbert Diess on Wednesday said the carmaker will announce "important steps" about the company's future before the close of the year. Volkswagen is reviewing what role its high-performance brands Lamborghini, Bugatti and Ducati will play within the multi-brand carmaker as part of broader quest for more economies of scale, senior executives told Reuters. A global clampdown on combustion-engined vehicles has forced carmakers to accelerate development of low-emission technology for mainstream models, leaving Volkswagen managers struggling to find resources to electrify low volume sportscar models. Related Video: