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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.

Top horsepower-per-dollar cars in 2017

Bang for the buck. That quasi-scientific statistic is bandied about by motor heads everywhere from classrooms to barrooms, though the truth of the matter is that it's exceedingly complex to measure. A fair performance-per-dollar index would include something like cross-referencing MSRP (Manufacturers Suggested Retail Price) with point-to-point times on a track or driving route, which is obviously hard to do comprehensively. But, for the sheer joy of talking about cars and playing with a big spreadsheet, there's always the horsepower-per-dollar index, which is more straightforward, albeit hilariously flawed. There are vagaries even with this simple formula, of course: MSRP for vehicles can change at a moment's notice, to say nothing of the bottom-line shifting that happens with local deals or showroom negotiation. For this list we're running with the straight MSRP wherever possible, and as recently reported as we can get it. All the vehicles on this list are 2017 models, and all trims are reported where the lowest price and differing power levels intersect. Some choices were made for personal preference and some for sanity, avoiding things like all 48 trim levels of the Ford Transit, all with the same horsepower). If this list were a simple top ten, or even a top fifty, you'd be bored to tears with all the red, white and blue that is represented. Following perfectly with conventional wisdom, American cars really do lead the world where hp/$ is concerned. So, for the sake of variety (and the sheer joy of seeing a minivan 'win' one round of this thing) I've sorted out some top five and bottom five lists for broad power categories. Let's dive in. Less Than 100 Horsepower Okay, okay, this is hardly a category we'll grant you. But we've often tried to click off all the sub-100-hp cars on sale in the US, and making this list gave us an excuse. It also illustrates that none of these smallish vehicles bring cheap horsepower to the table - for that you'll need a motorcycle. The segment-leading Chevy Spark (above) asks just over $139 for each hp, and that Smart Fortwo Electric Drive has hp on sale for about the same price as its very distant family cousin, the Mercedes-Benz SL65 AMG (insert your favorite Smart joke here... we know you want to).

2014 Ford Fiesta 1.0L EcoBoost to hit 45 mpg for $16,445*

When Ford first announced its plan to put the 1.0-liter EcoBoost three-cylinder engine under the hood of the 2014 Fiesta, it promised hybrid-like fuel economy without a hybrid-like premium. We're still waiting for official specs on this engine, but thanks to the EPA's fueleconomy.gov website and Ford's retail site, we now know what customers can expect in terms of both fuel economy and price.
All along, Ford has said that it expects the 1.0-liter EcoBoost to get more than 40 miles per gallon on the highway, and now the EPA backs this up with official ratings of 32 mpg in the city and 45 mpg on the highway. These numbers are an increase of two mpg city and four mpg hwy compared to the current fuel-sipping Fiesta (the 1.6 SFE), and it also beats other three-cylinder cars for highway mileage like the 2014 Mitsubishi Mirage (44 mpg highway) and 2014 Smart Fortwo (38 mpg highway); the Fiesta 1.0 EcoBoost is lower than both three-pot rivals, though, in city fuel economy with the Mitsubishi getting 37 mpg city and the Smart rated at 34 mpg city. This model handily beats high-volume small cars like the Honda Fit, Toyota Yaris and Chevy Spark in both city and highway numbers.
As for pricing, the 1.0-liter EcoBoost is offered on both the sedan and hatchback as a $995 option called the SE Manual EcoBoost package, which is aptly named since it's only offered on SE trim-level Fiestas equipped with a manual transmission. Along with the engine, the package also comes with 15-inch steel wheels, regenerative brakes and a decklid spoiler on the sedan. This means the four-door Fiesta 1.0 EcoBoost will start at $16,445*, or $17,045* for the hatchback (*not including $795 for destination).