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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

McLaren 650S Spider wrecked in multi-vehicle crash in LA

A multi-vehicle crash in Los Angeles left a $280,000- McLaren 650S Spider mangled and two hospitalized, reports KTLA5. The Los Angeles Police Department suspects street racing caused the incident. The crash occurred just outside of Hale Charter Academy in Woodlawn Hills on Tuesday night. According to eyewitness statements, the 650S Spider was traveling at a high rate of speed in a race against a black Dodge Charger or Challenger before colliding with an Audi (possibly an A6), leaving the Audi heavily damaged. The Dodge fled the scene before police arrived. Related Video: News Source: KTLA5Image Credit: News Top / YouTube Auto News Audi Dodge McLaren Coupe Supercars Sedan lapd mclaren 650s spider Los Angeles Police Department

Editors’ Picks February 2023 | Audi RS 3, electric G80 and a longtime favorite

In this month’s set of EditorsÂ’ Picks, we see a wide variety of vehicles earn our recommended status. The Audi RS 3 is a truly stellar sedan with a killer engine, great handling and still enough comfort for daily use. Genesis finds its way onto the list again with its electric version of the G80 midsize sedan, and VolvoÂ’s XC90 still charms after all these years. In case you missed our previous Editors' Picks posts, hereÂ’s a quick refresher on whatÂ’s going on here. We rate all the new cars we drive with a 1-10 score. Cars that are exemplary in their respective segments get an EditorsÂ’ Pick designation. Those are the ones weÂ’d recommend to our friends, family and anybody whoÂ’s curious and asks the question. The list that youÂ’ll find below consists of every car we rated in January that earned an EditorsÂ’ Pick. 2023 Audi RS 3 Quick take: The Audi RS 3 keeps the passion alive with a superb sounding 5-cylinder engine and a torque-vectoring rear differential that massively ups the handling fun. Its interior is a little bland, but it's still a handsome Audi on the outside. Score: 8.0 What it competes with: Mercedes-AMG CLA 45, BMW M240i, Cadillac CT4-V Blackwing, VW Golf R Pros: Epic engine sound, fun AWD system, great handling and acceleration, attractive exterior styling Cons: Interior doesn't pop, expensive for its size From the editors: Road Test Editor Zac Palmer — "If you love a special engine, the Audi RS 3 is a car for you. Few powertrains sound and feel as special as the 5-cylinder engine in the RS 3, and the ferocity with which it accelerates will have you laughing your head off with every pull. The sheer performance out of this little machine is extraordinary, and I'd recommend it to anybody shopping for a small, luxury sports car daily. All that said, I wish Audi could've sorted out better steering and a suitable interior. As-is, both of those factors are negatives in a car that is almost all upside." In-depth analysis: 2023 Audi RS 3 First Drive Review: To hell with business cases   2023 Volvo XC90 2022 Volvo XC90 Recharge View 15 Photos Quick take: The XC90 may be old now, but key updates and a timeless design ensure it's competitive as ever. The Scandinavian interior design appeal has never faded, and now the Google-based infotainment system is fresh and snappy. Even the Recharge PHEV is an awesome alternative with great range and strong electric motor.