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Stanford goes from Pikes Peak to Thunderhill with autonomous Audi TTS

In the years since Stanford University engineers successfully programmed an Audi TTS to autonomously ascend Pikes Peak, the technology behind driverless cars has progressed leaps and bounds. Back then the Audi needed 27 minutes to make it up the 12.42-mile course – about 10 minutes slower than a human driver. These days, further improvements allow the vehicle to lap a track faster than a human. The researchers recently took their autonomous TTS named Shelley to the undulating Thunderhill Raceway Park, and let it go on track without anyone inside. The Audi reportedly hit over 120 miles per hour, and according to The Telegraph, the circuit's CEO, who's also an amateur racing driver, took some laps as well and was 0.4 seconds slower than the computer. To make these massive technological advancements, the Stanford engineers have been studying how racers handle a car. They also hooked up drivers' brains to electrodes and found the mind wasn't doing as much cognitively as expected. It instead operated largely on muscle memory. "So by looking at race car drivers we are actually looking at the same mathematical problem that we use for safety on the highways. We've got the point of being fairly comparable to an expert driver in terms of our ability to drive around the track," Professor Chris Gerdes, director of Stanford's Revs Program, said to The Telegraph. With progress coming so rapidly, it seems possible for autonomous racecars to best even elite drivers at some point in the near future. Related Video:

Audi R8 V10 Plus vs. Renault Clio Cup racecar will make you go hmmm...

Match up a hot hatch with a supercar of the same vintage, and we'll tell you who will win every time. It's easy, really, as the supercar invariably features a more advanced suspension, stickier tires and most importantly, more power. What if the hot hatch is race prepped, though?
In that particular case, all bets are off. A circuit-tuned suspension, a stripped-down cabin, an ultra-quick sequential transmission and the greatest equalizer of them all, slick tires, are all that's needed to turn the typical hot hatch into a proper dragon slayer.
Perhaps seeking to prove this, Evo has put together an interesting head-to-head between the Audi R8 V10 and a race-prepared Renault Clio Cup. Host Dickie Meaden takes us through each car, highlighting the bits and bobs on both sides which should make this a tight competition. And boy, is this one tight.

Best and worst car brands of 2022 according to Consumer Reports

It's that time again, Consumer Reports this morning lifting the curtain on its 2022 Annual Car Brand rankings and its 10 Top Picks in the car, crossover, and truck category. Drumroll, please: This year, Subaru climbs two spots to claim the winner's circle, having come third the last two years. Last year, Mazda climbed three spots from 2020 to take the crown. This year, Mazda slipped to second, BMW taking the last spot on the podium, also a one-spot drop from 2021. Six automakers in the top 10 hailed from Japan, which is one more than last year, and five luxury makers occupied the top 10, which is two more than last year. And South Korean representation didn't crack the top this year, after Hyundai managed tenth last year. The seven makes after BMW are: Honda, Lexus, Audi, Porsche, Mini, Toyota, and Infiniti.  The magazine and testing concern says its Brand Report Card "[reveals] which automakers are producing the most well-performing, safe, and reliable vehicles based on CR’s independent testing and member surveys," and that "Brands that rise to the top tend to have the most consistent performance across their model lineups." The domestics also took steps back among the 32 OEMs ranked on the 2022 card. Chrysler and Buick were the domestic carmakers who made last year's top 10 in eighth and ninth, respectively. This year, Buick dropped to eleventh, Chrysler to thirteenth. Dodge went from fourteenth to sixteenth. CR continues to ding Tesla's yoke steerer, the not-exactly-natural handhold responsible for the electric carmaker going from sixteenth last year to twenty-third this year.