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Autoblog senior editor Greg Migliore gives the highlights from the week in automotive news.

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:

Why Audi is staking its future on electric SUVs

This much we know: SUVs and crossovers sell like hotcakes. The body style has become such a juggernaut that for the first time in recorded history, sport utes beat out sedans this year to score the biggest slice of the luxury pie. Love 'em or hate 'em, SUVs are here to stay, and carmakers are investing more than ever in the segment. Sport utility vehicles also played a bigger role than you might think in making Audi relevant in the US, and based on what we learned during a sit-down with Audi of America president Scott Keogh at the Paris Motor Show, their role is only going to continue to grow at the automaker. Last year, the brand sold 202,202 cars in the States, capping off 60 consecutive months of record sales. But it's not enough to focus on traditional SUVs like the Q5, which was launched on the heels of the global economic meltdown in a tiny small segment of around 160,000 vehicles and has since ballooned to over 400,000 units. The Q5 has scored 80 percent of its buyers from conquest, and a new plant in Puebla, Mexico, promises to churn even more units to the US and the world. Still, tackling the future head-on can be like wrestling an eel – an elusive, almost impossible-to-execute challenge – and Audi is betting a huge part of that success will be the production version of the E-Tron Quattro Concept that debuted last year in Frankfurt. Internally referred to as the C Bev, this battery-powered SUV claims a 311-mile range, and might as well be nicknamed the Tesla Model X Killer. "If you look at where this car migrated from," Keogh says, "it started as a European-ish city car, and then it migrated into a sedan-ish sportback-y type thing, and then we pushed very aggressively to make it an SUV." Keogh says the vehicle will hit showrooms "after 2018." The SUV layout naturally lends itself to batteries, but it also boils down to a simple bureaucratic advantage: "We get [government CO2 and fuel economy] credits for volume," says Keogh. "It's not just enough for a car to be there, it's got to be a car that a lot of people want to buy." Sized between a Q5 and a Q7, the E-Tron Quattro resides in a target-rich environment, a 600,000 - 700,000 unit segment. Add Audi's goals of electrifying 25 percent of its lineup by 2025, and a high volume, medium/large SUV simply makes sense.