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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.

We compare 2021 Ford Bronco and Bronco Sport specifications to their ritzy Land Rover competiton

The 2021 Bronco and Bronco Sport are the spearheads for Ford's new 4x4 sub-brand, with the former taking the fight directly to the Jeep Wrangler and the latter providing Ford with a more rugged alternative to the Escape. We've already looked at how the new Bronco and Bronco Sport compare to their mainstream competition, but we'd like to see how the Bronco stacks up to another hotly anticipated returning nameplate: the Land Rover Defender.  Not to leave its little sibling in the cold, I decided to browse Land Rover's lineup and see what might be a suitable counterpoint to the Bronco Sport. For better or worse, I found an almost-perfect fit in the Range Rover Evoque. So, how do these new American 4x4s compare to the Old Country's more-expensive alternatives? Let's dig in, starting with the big boys.  As you might expect from the Bronco's robust credentials, it holds its own here against the more-expensive Brit. The Defender's higher price point brings along a good bit of power advantage with both engines, but that's to be expected. The Defender also has that trick adjustable-height suspension that the Bronco lacks, giving it an edge in practicality, and it can also tow quite a bit more.  On the flip side, there are quite a few advantages to going with the Ford, including a greater number of choices in terms of powertrain. The available manual transmission on four-cylinder Broncos is a nice bonus, for instance, as is the option of getting either the base 2.3-liter or the optional 2.7-liter engine with either wheelbase. The Defender is a bit more restrictive in this regard offering only the inline-six on the short-wheelbase model. As an added bonus, the Bronco is a convertible. That may not necessarily be a "plus" for all shoppers, but it's certainly an added bit of versatility (and potential appeal) the Defender lacks. And of course, the Bronco can be had for as little as $30,000, whereas the Land Rover starts at $50,000. Now, on to the less-rugged siblings. The specs here are actually a little tighter in most respects, but the powertrain story is almost identical. The Evoque checks in where the Bronco Sport tops out, and the Range Rover gets an optional high-output variant of the 2.0-liter turbocharged four.

Did a US automaker blow the whistle on Hyundai, Kia fuel economy issue?

In all of the most hotly contested mainstream segments of the motoring universe, the difference of one mile per gallon averaged on a widow sticker can mean the difference between a sale and a walk-off - to say nothing of two or three mpg. So, when Hyundai and Kia were forced to reveal that many of their 40-mpg ratings were actually 38s and 37s, well, it made for big news.
It also, conceivably, made for a competitive disadvantage immediately, when the Korean automakers' products were being shopped versus the guys down the block. And it's that disadvantage that makes a recent story from Automotive News so juicy.
AN is reporting that Margo Oge, former head of the Environmental Protection Agency's Office of Transportation and Air Quality, got a tip in 2010 that Hyundai/Kia were "cheating" to get its impressive fuel economy numbers. The tip, said Oge (who retired from the EPA this past September), came from a senior vice president from a domestic automaker. The source was credible enough for Oge to launch an audit of the Hyundai figures, which ultimately lead to the debacle that we reported on a few months ago, and that the Korean company has been trying to bounce back from ever since.