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New autonomous testing ground in Michigan will help battle bad weather

If one of the big weaknesses of autonomous vehicles is their ability to navigate in the snow, consider this a trial by fire. The American Center for Mobility says it has opened its $110 million driverless car testing facility on the site of a former General Motors assembly plant in Michigan, with Toyota and auto supplier Visteon the first to begin testing this week. The ACM proving ground is a 500-acre site at historic Willow Run in Ypsilanti Township, near Ann Arbor. It's one of 10 sites designated by the U.S. Department of Transportation as pilot proving ground sites to test AV technologies. It features a variety of simulated environments to test driverless cars, including a 2.5-mile highway loop, two double overpasses, intersections, roundabouts and a 700-foot curved tunnel. It also opens just as the region experiences a series of snowstorms and the first frigid temperatures of the season. That ability to test autonomous vehicles in a wide variety of weather conditions is important, as autonomous vehicle sensors have struggled to handle cold, wet and snowy conditions. Google parent Alphabet in October said its Waymo division was expanding its winter testing operations to Michigan, making it the sixth state where it's testing its driverless car systems. In a Medium blog post, Waymo CEO John Krafcik wrote that "This type of testing will give us the opportunity to assess the way our sensors perform in wet, cold conditions. And it will also build on the advanced driving skills we've developed over the last eight years by teaching our cars how to handle things like skidding on icy, unplowed roads." Waymo also opened a development center in suburban Detroit in 2016, working with Fiat Chrysler to integrate its autonomous technology into Chrysler Pacifica hybrid minivans. Visteon began testing and validating its DriveCore autonomous driving platform to evaluate algorithms, vehicle-to-vehicle and vehicle-to-infrastructure technology and other systems. Toyota used the facility Wednesday to begin orientation and driver training. ACM has so far secured $110 million to construct the first two phases from founders Ford, Hyundai America Technical Center, Toyota and Visteon, and says it expects to announce more investment soon.

Hyundai and Kia introduce new predictive transmission tech

Hyundai and Kia have announced that the two have developed a new transmission control system that optimizes shift logic to both improve efficiency and reduce "gear hunting." The system utilizes real-time traffic data, built-in 3D navigation and the same sensors that feed the cars' advanced safety and driver assist tech to proactively choose the right gear — even neutral in some cases — to reduce both fuel consumption and wear-and-tear. The Korean sister brands call it the "Information Communication Technology Connected Shift System," or "ICT" for short, and Hyundai says it delivers not just improved frugality, but a better all-around driving experience. ICT programming allows the transmission control unit to collect and interpret traffic, camera, sensor, navigation route, elevation and topographical data.  "Using all of these inputs, the TCU predicts the optimal shift scenario for real-time driving situations through an artificial intelligence algorithm and shifts the gears accordingly," the announcement said. "For example, when a relatively long slow down is expected and radar detects no speed irregularities with the car ahead, the transmission clutch temporarily switches to neutral mode to improve fuel efficiency." While this sounds like a primarily green play, there are quality-of-life improvements too. For example, ICT can also optimize gear selection and shift points for safer highway merges, effectively implementing the equivalent of a "Sport Mode" driving profile when a little extra punch is called for.  Hyundai says the resulting decrease in shifts was significant; in some test scenarios, such as roads with lots of curves, the number of shifts executed by the transmission was reduced by almost half. As an added bonus, these vehicles also utilized their brakes less often (11%), which would reduce wear (and accompanying maintenance costs) over time.  ICT is somewhat future-proof, too, as it was developed to incorporate vehicle-to-vehicle (V2V) data should such networks improve down the line.  The announcement did not say when the new tech would reach customers, committing only to introducing the technology "on future vehicles." If we're betting, the smart money says it will probably on a new Genesis model and trickle down from there. Related Video:

Best pickup trucks for 2023

In 2023, it seems like there’s a pickup truck for everyone. This wasnÂ’t always the case, as it wasnÂ’t until fairly recently that the midsize truck segment started becoming competitive again, and even more recently that weÂ’ve got choices for economical compact trucks or cleaner electric pickups. As the diversity of choices continues to grow, so does the potential customer base for vehicles with an open bed. Whether youÂ’re looking for something luxurious to drive in style, an absolute workhorse to tow the heaviest of loads, something small and practical, or a dune-blasting monster, youÂ’ve got options. Whatever it is you need it to do, here are what we think are the best pickup trucks for 2023. Before we start really categorizing these trucks, let's go over the scores our editors have given the best-selling pickup trucks in America. Best Full-Size Pickup Trucks for 2023: 2023 Ram 1500: 9.0 2023 Ford F-150: 8.5 2023 GMC Sierra: 8.0 2023 Chevrolet Silverado: 7.5 2023 Toyota Tundra: 7.0 2023 Nissan Titan: 5.5 Best Midsize Pickup Trucks for 2023: 2023 Ford Ranger: 8.0 2023 Honda Ridgeline: 8.0 2023 Jeep Gladiator: 8.0 2023 Nissan Frontier: 7.5 2023 Toyota Tacoma: 7.0 It's worth noting that the Chevrolet Colorado and GMC Canyon were redesigned for 2023, and we like them quite a bit. We haven't yet been able to pass them around to all of our editors in order to give them official rankings, but we're certain they'll come out at or near the top. Now, remember what we said at the outset about there being a pickup truck for every buyer? Let's break it down.   Best luxury truck: Ram 1500 Limited With an exceptionally comfortable interior with high-quality materials, excellent fit and finish, plenty of space, useful technology and a wealth of convenience features, this is the cabin in which weÂ’d want to spend the most time. We especially like touches like the ventilated reclining back seat, clever storage and 12-inch vertically oriented touchscreen. All the American trucks can be ultra-luxurious, though. What really seals the deal for Ram is its choice of either coil spring or air spring rear suspension that provide unmatched ride quality, no matter which you choose. The 1500 Limited will truly keep you feeling kingly on those long hauls. Read our review of the Ram 1500.   Best truck for cowboys: Ford F-150 King Ranch (Honorable mention: Ram 1500 Limited Longhorn) Need a truck to match those new cowboy boots and shiny belt buckle?