2008 Ford F-450 Super Duty on 2040-cars

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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.

Subaru Legacy pitted against Roadkill project cars

There's an evergreen debate among auto enthusiasts about whether they would prefer to have the latest and greatest car of today or a certified classic from yesteryear. What if you had to further define that, though, and the choice was between a brand new 2015 Subaru Legacy or a turbocharged Datsun 240Z with a hatch that wouldn't close? Roadkill aimed to find out that and more in one of its best videos to date.
According to the hosts, Subaru came to them, handed over some money and challenged Roadkill's project cars against its latest Legacy. The result is every bit as good (or better) than any automotive-themed show you could find on television.
Things start simple with a figure-eight race in a rodeo arena with the Subaru taking on Roadkill's 1968 Ford Ranchero, originally built for ice racing. From there the Legacy races a 1968 Dodge Charger with no windows around and off-road rally stage. Finally, the Subie goes head-to-head against the Rotsun, the aforementioned turbocharged 240Z, through an abandoned neighborhood. Plus, there's a bonus drag race challenging them all.

Motor Trend pits Subaru WRX vs. Ford Focus ST

The Ford Focus ST has enjoyed a relatively calm, if brief, reign in the world of hot hatches. With nothing else in the class (in the States, at least) but the aging Mazdaspeed3 and Subaru Impreza WRX and the slow-selling Volkswagen Golf R, the Blue Oval's 252-horsepower five door has been the go-to vehicle for those that don't need the high-octane lunacy (and expense) of the rally bred Subaru Impreza WRX STI and Mitsubishi Lancer Evolution X.
Now, though, as the new Subaru WRX (it's not an Impreza anymore, though, neither is it a hatchback...) starts to arrive at dealers, the Focus ST appears to be under threat for the first time. Naturally, Motor Trend is here to figure out which one is the best, with another one of its Head 2 Head videos. Host Jonny Lieberman puts both cars through their paces, going above and beyond, quite literally, at the very end of the video.
Have a look below and let us know what you think of MT's verdict in Comments.