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The Audi RS3 shows up at Paris with five cylinders, 400 hp, and a scowl

Last night at the Volkswagen Group Night, almost lost among all the future mobility hoopla about the Volkswagen I.D. autonomous EV concept, Audi parked an RS3 sedan. We have some preliminary information about it – including that it's packing a 2.5-liter TFSI engine, the same five-cylinder powerplant that makes 400 horsepower in the new Audi TT RS we just drove. In the RS3, it'll have the same rating. It'll also have a wider track, because it's surely packing wider and stickier rubber. We also know that it'll have a special Virtual Cockpit gauge display that puts the tachometer in the center, in the tradition of sporty driver-oriented cars. Before you sigh something about the injustice of it not reaching the Americas, like many RS models of the past, great news: this one is almost assuredly coming to the US, according to our best intel. We'll have more details later today after the official press conference, but for now the bottom line is this is both what we expected and also truly exciting. We're in the midst of a real Audi RS boom right now. If you want a taste of what to expect, read our Audi TT RS first drive. Related Video: Featured Gallery 2018 Audi RS3 Sedan: Paris 2016 View 15 Photos Related Gallery 2017 Audi RS3 View 18 Photos Image Credit: Live photos copyright 2016 Drew Phillips / Autoblog Paris Motor Show Audi Performance Sedan 2016 paris motor show

Watch Stanford's self-driving Audi hit the track

Sending a self-driving race car around a track with nobody inside seems pointless – there's no driver to enjoy the ride, and the car certainly isn't getting a thrill out of it. But the students performing research with Stanford University's Audi TTS test rig "Shelley" (not to be confused with Audi's own self-driving race cars) are getting a kick out of the numbers generated by the machine. "A race car driver can use all of a car's functionality to drive fast," says Stanford Professor Chris Gerdes. "We want to access that same functionality to make driving safer." The teams push the car to speeds over 120mph and the computers have executed lap times nearly as fast as professional drivers. However, they also spend a lot of time maneuvering at 50 to 75 mph, the speeds where accidents are most likely to happen. That way, the students can figure out how to incorporate braking, throttle and maneuvering to develop new types of automatic collision avoidance algorithms. Better technology, for instance, could have saved Google from a recent slow-speed accident where its vehicle was struck by a bus. During race days, students break into teams to perform different types of research. "Once you get to the track, things can go differently than you expect. So it's an excellent lesson of advanced planning," says Gerdes. In the latest rounds of testing, for instance, one PhD student developed emergency lane-change algorithms, while another recorded a skilled human driver in an attempt to convert his behavior into a driving algorithm. The main goal, of course, is to prepare students for something they may not have expected -- an automotive industry that is adopting self-driving technology at breakneck speeds. This article by Steve Dent originally ran on Engadget, the definitive guide to this connected life. Green Audi Technology Coupe Autonomous Vehicles Racing Vehicles Performance Videos racecar research

These are the top luxury cars bought by people entering the segment for the first time

Let's say you just got a big promotion at work or the kids are moving out of the house, and you finally have some extra money. You decide to blow it all at once and treat yourself by upgrading your ride. Naturally, you look to a luxury automaker. What do you choose?
Models like the Audi A3 and Mercedes-Benz CLA-Class may be tailor-made to introduce buyers to the premium segment, but a new study finds that they don't garner the highest rates of non-luxury customer conquests. It turns out that a Volvo leads among folks moving up to a premium brand, and it isn't even one that's made anymore, at that.
A recent study by Polk and IHS Automotive looked at what models had the highest rates of buyers upgrading from a non-luxury segment. The information comes from its new vehicle registration data through April 2014. All ten top models boasted conquest rates of over 50 percent, but the Volvo C70 led the field with 68.01 percent of its customers coming from non-premium brands.