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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

Audi could buy back 25,000 older diesel Q7s

Audi will follow the example of Volkswagen here in the US, according to Germany's Der Spiegel. The paper reports that the luxury brand will buy back 25,000 vehicles with 3.0-liter, turbodiesel V6s that don't pass US emissions tests, and repair others. While we can expect an official update on the 3.0-liter TDI during a hearing on November 3, Der Spiegel's report could serve as a preview. The paper reports Audi will only offer owners of older Q7 TDIs buybacks. According to Reuters, Audi will repair an additional 85,000 vehicles that violate emission laws, although the report doesn't specify models. Audi USA's consumer information website lists an EPA "notice of violation" for all diesel-powered A6, A7, and A8 sedans, as well as Q5 crossovers, from model years 2014 through 2016. The Q7, meanwhile, stretches from to 2009 to 2016. We should also consider what Der Spiegel's report means for German consumers. Volkswagen has received a lot of heat across the pond over its decision to not offer buybacks in Europe, owing to the far greater number of affected vehicles. That both VW and Audi are looking at US buybacks is surely something that will irk the brands' critics in their homeland. We'll have more on Volkswagen/Audi's plans for the 3.0-liter TDI V6 on November 3. Related Video:

2012 Seat Exeo is Audi with the old, in with the new-ish

We know what you're thinking: This car looks an awful lot like an Audi A4. But it isn't. And it is.
Regular readers may be aware that Audi's Spanish sister-company Seat inherited the previous-generation A4 some time after it was replaced. They put some new badges on it and presto! A new flagship model for Seat.
Called the Exeo, it has now undergone a minor facelift that did nothing if not make it look even more like an Audi, if that were possible, and we got up close and personal with the new model here in Frankfurt. Check it out in our high-res gallery of live images from the show floor.