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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:

Audi A3 Sportback e-tron gets top grades in European crash tests [w/video]

In simplistic terms, the Audi A3 Sportback e-tron plug-in hybrid will go real far when it needs to go and stop when it needs to stop. The PHEV has now been certified to protect its occupants when they need to be protected. So there's not much more that you can ask from a vehicle. The model received a maximum five-star crash-test rating from the Euro NCAP group, receiving top marks for front, side and rear collisions. The Audi also received kudos for the "multi collision brake assist" feature, which automatically engages the brakes once the car's been in a crash so that it doesn't get into another one. The plug-in hybrid was already getting positive responses from prospective customers. Last month, Audi said it stepped up its production of the model at its German factory from 30 units a day to 50. The PHEV can travel up to 30 miles on electricity alone and another 550 miles on a full tank of gas. More impressively, it has a 157 miles per gallon equivalent (MPGe) rating, using the European driving cycle. Check out a video of the test and Audi's press release below and read our driving impressions here. Five stars for the Audi A3 Sportback e-tron from Euro NCAP Top marks in the front, side and rear collision categories The new Audi A3 Sportback e-tron also offers a high level of safety for children Special prize for Audi pre sense basic and multicollision brake assist system Ingolstadt, December 10, 2014 – The Euro NCAP consortium has awarded the new Audi A3 Sportback e-tron* the maximum five star rating for crash safety. This puts the first volume production plug in hybrid from Audi among the safest cars in its class. The test panel was impressed by the Audi A3 Sportback e-tron across the board: As a result the plug-in hybrid earned top marks in protecting adults and children in a front, side or rear collision. The model also passed tests of its pedestrian protection with flying colors. This year Euro NCAP additionally tested assistance systems for the first time. The A3 Sportback e-tron with Audi pre sense front and Audi active lane assist also fulfilled the stringent requirements in this category. The model received the special "Euro NCAP advanced" prize for its Audi pre sense basic passenger protection system as well as for the Audi multicollision brake assist system that comes as standard equipment. This function initiates braking automatically in case of an accident to reduce the risk of skidding and the danger of a subsequent collision.

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.