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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:

Next-gen Audi RS4 coming, might make it to America

Let us be frank: The second-generation Audi RS4 was one of the best, most exciting cars of the past decade. A four-door sedan with a 4.2-liter V8, all-wheel drive, and a six-speed manual transmission? What wasn't to like? While you can still get a taste of the B7 RS4's character with the current RS5, it isn't quite the same. That's why we're giddy about a new report from Car and Driver, which claims that not only is a new RS4 on the way, but that it could, maybe, possibly return to the United States. As previously reported, the fourth-generation RS4 will go back to a twin-turbocharged V6, after two generations of unassisted V8s under the hood. As per RS4 tradition, it will also be limited to a five-door Avant body style, because "that is what people expect from the RS4," Quattro GmbH boss Heinz Hollerweger told Car and Driver. An RS5 Sportback could also be in the offing, which might remain more true to the character of the first US-market RS4. The US question, though, remains an iffy one, largely because of the Avant shape. Audi has reduced the number of wagons it's offered in the US over the years, dropping the A4 and A6 Avant, although the former is sort of still offered in the form of the Allroad. But that position might be enough to keep the next-gen RS4 off our shores, although as the Quattro boss told CD the US market is changing and "there is more demand there [for wagons], so maybe that will change." Well, Herr Hollerweger, we're here to tell you that America loves wagons, and that you should put the next-gen RS4 on sale over here post haste. Danke.

Cars with the worst resale value in 2022

Car values are all over the map right now. Used vehicles that were worth a small fortune earlier this year are now coming back to Earth, but the new vehicle supply remains tight. Prices are still elevated overall, but some models have seen more severe price drops. Depreciation strikes almost every model, supply constraint or not, though a few vehicles are leading the way. New research from analytics iSeeCars found that a handful of cars depreciated more than 50 percent over five years, with the BMW 7 Series dropping 56.9 percent and an average price cut of $61,923 over that time. The vehicles with the highest depreciation — or worst resale value — over five years: BMW 7 Series: -56.9% Maserati Ghibli: -56.3% Jaguar XF: -54% Infiniti QX80: -52.6% Cadillac Escalade ESV: 52.3% Mercedes-Benz S-Class: 51.9% Lincoln Navigator: -51.9% Audi A6: -51.5% Volvo S90: -51.4% Ford Expedition: -50.7% iSeeCarsÂ’ research showed that midsize trucks, sports cars, and fuel-efficient vehicles were slowest to depreciate over five years, while itÂ’s clear that luxury brands tend to lose value much faster. As iSeeCarsÂ’ Executive Analyst Karl Brauer explained, used buyers donÂ’t value high-end vehiclesÂ’ features as much as the first owners, so resale values tend to be softer. The tech and options that made the cars so expensive and appealing new donÂ’t add the same value on the used market. Read more: Cars with the best resale value Interestingly, electric vehicles also depreciated quite heavily, though they were just short of the abysmal numbers in luxury segments. The Nissan Leaf depreciated most among EVs, dropping by 49.1 percent. The average EV depreciation is 44.2 percent, with the Tesla Model S and Model X sliding in right under the bar at 43.7 and 38.8 percent, respectively. As iSeeCars notes, itÂ’s important to be vigilant when car shopping and not let your emotions win over reason. Shiny new luxury cars look great in the showroom, but you could end up taking a bath when you try selling them a few years later on. Related video: Audi BMW Cadillac Ford Infiniti Jaguar Lincoln Maserati Mercedes-Benz Volvo Car Buying Used Car Buying Ownership Resale Value depreciation