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Audi works on AI with this mini Q2 that can park itself

Audi created a special Q2 that possesses the ability to find parking spaces, drive to them, and park itself. However, you won't be able to ride in it yet, because it's rather small. The Q2 is actually a 1/8-scale electric-powered model of the compact crossover, but the technology inside should eventually scale up. The model features just two mono cameras, one facing forward and the other rearward and 10 ultrasonic sensors around the body. According to Audi, the on-board computer uses information from all of these sources to figure out where the parking space is, and what maneuvers are necessary to enter it. The Q2 uses trial and error to improve how it parks. Audi will explain this Q2 and its artificial intelligence technology at a conference in Barcelona, Spain, this week. According to Audi, the subsidiary that created this model, Audi Electronics Venture, will transfer the tech to a full-size car in the next step of the project. With cars that can parallel park autonomously, and drive semi-autonomously, it's not hard to imagine them piloting themselves through parking lots on their own in the near future. Related Video:

Rivian R1T, Mini Cooper Electric owners happiest with their EVs

The J.D. Power 2023 U.S. Electric Vehicle Experience (EVX) Ownership Study is out, and there's change at the top. With the swelling adoption of electric vehicles in the U.S. over in the past two years especially, the third year of the EVX study changes focus to first-time EV buyers. Those two factors encouraged change at the top of both premium and mass-market segments. Among premium EVs, the Rivian R1T pickup scored overall victory in its first year of eligibility with a satisfaction score of 794 out of 1,000. The Tesla Model 3 takes second place with 759 points. Tesla had won the top two premium spots in the study in 2021 and in 2022. The average score in the premium segment was 756. The Tesla Model Y (754), Audi E-Tron (735), and Polestar 2 (724) filled out the list of the five eligible models this year. Among the ten eligible mass-market vehicles, the Mini Cooper Electric nabbed the overall win by scoring 782. The Kia EV6 came second with 762 points, keeping Kia in the top two; the Kia Niro EV won the mass-market segment the previous two years. The Ford Mustang Mach-E (742), Hyundai Ioniq 5 (738), and Volkswagen ID.4 (735) completed the top five, the Niro EV (733) in sixth. All were above the segment average of 730. The four models fell below the segment average were the Ford F-150 Lightning (723), Chevrolet Bolt EUV (716), Chevrolet Bolt (711), and Nissan Leaf (698). How are the scores derived? J.D. Power worked with EV app maker and research firm PlugShare to get owner responses in ten areas: accuracy of stated battery range; availability of public charging stations; battery range; cost of ownership; driving enjoyment; ease of charging at home; interior and exterior styling; safety and technology features; service experience; and vehicle quality and reliability. Brent Gruber, executive director of the EV practice at J.D. Power, said, "Recent vehicle launches from both new brands and traditional automakers have had a profound effect on what factors are most important in the ownership experience. Today’s EV owners are looking for quality, reliability, driving enjoyment, safety and technology features." The Mini, in fact, scored highest of any premium and mass-market EV in the studyÂ’s highest-weighted index factor, quality and reliability.

The hot hatch without a hatch | 2017 Audi S3 First Drive

The 2017 Audi S3 is a car without equal. That might end up on a billboard, but it's actually meant quite literally, as in the S3 has no direct competitor. Other compact luxury sedans, of which there are few, can't match its performance. The BMW 2 Series has two doors, plus it's rear-drive. The bonkers Mercedes-AMG CLA45 is on another power and price planet altogether. The mechanically related VW Golf R isn't a luxury car and has a hatch instead of a trunk. And so the S3 exists as an oddity. But it's a fun oddity, and a well-made one too. For 2017, it receives a number of noteworthy changes to keep it fresh and technologically relevant. Most also apply to the 2017 Audi A3, the car on which it's based, which itself gets a new 2.0-liter turbo four base engine in place of the old 1.8-liter. Paired with front-wheel drive and essentially a variation of the Quattro model's carry-over 2.0-liter, it produces 186 horsepower (up from 170) and returns 29 mpg combined (up from 27). That revamped A3 wasn't on hand for the press drive in Durham, North Carolina, so we were not-at-all stuck with the 2017 S3. Its own 2.0-liter turbo four is unchanged, still pumping out 292 hp and 280 pound-feet of torque through a six-speed DSG dual-clutch automatic transmission. Audi says it'll hit 60 mph in 4.7 seconds, which is a full second quicker than the 220-hp A3 Quattro as well as about a half-second quicker than the Audi A4 Quattro. That bonkers CLA45 is around the four-second mark. Indeed, having so much power in such a small sedan is a novel and grin-inducing experience. The throttle response is sharp enough in standard mode, but tap the dash-mounted Audi Drive Select toggle to choose Dynamic, and it comes even more alive, eagerly shooting the S3 forward with the merest hint of a toe wiggle. The DSG is also quite happy to downshift when called upon, either by said toe or by itself when under braking. Blipping down two gears when heading into a corner is commonplace here, as are the sharp little barks that emanate from the S3's quad exhaust tips. And then there's the S3's Quattro all-wheel drive, which has been updated for 2017 with the same performance-oriented system found in the TT and TTS. Although its front/rear torque split is constantly changing based on current traction conditions, it nevertheless skews towards a rear torque bias to the point that, when in Dynamic mode, it won't reduce power in oversteer situations.