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Ford partnering with MIT, Stanford on autonomous vehicle research

Ask any car engineer what's the biggest variable in achieving fuel economy targets, and he'll tell you "the driver." If one human can't understand human driving behavior enough to be certain about an innocuous number like miles per gallon, how is an autonomous car supposed to figure out what hundreds of other drivers are going to do in the course of a day? Ford has enlisted the help of Stanford and the Massachusetts Institute of Technology to find out.
Starting with the automated Fusion Hybrid introduced in December, MIT will be developing algorithms that driverless cars can use to "predict actions of other vehicles and pedestrians" and objects within the three-dimensional map provided by its four LIDAR sensors.
The Stanford team will research how to extend the 'vision' of that LIDAR array beyond obstructions while driving, analogous to the way a driver uses the entire width of a lane to see what's ahead of a larger vehicle in front. Ford says it wants to "provide the vehicle with common sense" as part of its Blueprint for Mobility, preparing for an autonomous world from 2025 and beyond.

2021 Ford F-150 Raptor vs. 2021 Ram 1500 TRX | How they compare on paper

Yep, the F-150 Raptor is back, though you'd be forgiven for not noticing that it ever left. Ford's off-road model is taking a few months off to accommodate the broader 2021 F-150 redesign from which it benefits. And the fine folks over at Ram took full advantage of that lull to launch the new 702-horsepower TRX, which in one big way (hint: it's the engine) stands at the top of the performance pickup heap. Ford says that's all going to change in 2022, but for now, the Raptor returns with a familiar 3.5-liter EcoBoost V6 (albeit with an unspecified power figure) along with several other revisions to Ford's tried-and-true formula. The 2020 Raptor was already a worthy adversary to the beefy Ram despite the latter's definitive power advantage, so how has that picture evolved for 2021? Let's take a look.    Powertrain This is a big question mark for the Ford right now, but it seems reasonable to expect a bit more than the outgoing model's 450 horsepower and 510 pound-feet of torque. The TRX's Hellcat-sourced powerplant needs no introduction. Its 702 horsepower will easily eclipse whatever Ford has planned for its 3.5-liter twin-turbo V6, even if the V6 has more grunt than it did before, but that's OK. It's not the base-model Raptor's job to dethrone the TRX in straight-line speed; that honor will go to the 2022 Raptor R. We also don't know what the Raptor's fuel economy will be like, but we suspect it will be better than the TRX's, if only slightly.  Both these trucks come with four-wheel-drive standard, and they both have a number of drive modes that alter the powertrain’s characteristics depending on the terrain. Baja mode transforms the trucks into the desert runners that they both are at heart, but theyÂ’re plenty capable of crawling around rocks, too. We wonÂ’t know for certain which is best at specific tasks until we can get them both on (or off) equal ground. Suspension / off-roading capability And the ground is where things narrow significantly, both on- and off-paper. The specs are freakishly similar when we compare ground clearance, approach/departure angles and water fording, but the Raptor's leapfrog here is clearly evident. Both trucks utilize a coil-sprung rear suspension now, with Ford having abandoned the Raptor's previous leaf-spring setup with the redesign.  The two use different shocks to handle 100-mph-plus desert running.

VW walks away from Aurora after self-driving startup partners with FCA

BERLIN — Volkswagen has ended its partnership with self-driving car software firm Aurora, two days after the Silicon Valley start-up said it would build autonomous platforms for commercial vehicles with Fiat Chrysler Automobiles. "The activities under our partnership have been concluded," a VW spokesman said in a statement on Tuesday following an earlier Financial Times report on the move which said VW now wanted to work with Ford Motor Co on autonomous driving. Ford's majority-owned subsidiary Argo AI is building an automated "driver" that could compete with Aurora's technology. Aurora said Tuesday "Volkswagen Group has been a wonderful partner to Aurora since the early days of development of the Aurora Driver." The company's statement added that it continues to work "with a growing array of partners." The autonomous vehicle industry is still in its infancy, and alliances and strategies are fluid. Aurora has sought to remain independent and serve a number of would-be autonomous vehicle makers rather than be acquired. Aurora, which said in February it had raised $530 million in new funding, also has partnerships with Hyundai Motor Co and China's Byton to develop and test self-driving systems for automakers, fleet owners and others. After announcing its partnership with Aurora in early 2018, VW last June began discussions with Ford to develop a range of commercial vehicles, later extending the discussions to include electric vehicles and Argo's autonomous driving technology as part of an alliance designed to save billions in costs. VW and Ford have not announced partnerships involving electric or autonomous vehicle technology. Green Chrysler Fiat Ford Volkswagen Technology Emerging Technologies Autonomous Vehicles