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Ryan Tuerck's Ferrari-powered Gumout GT4586 debuts at SEMA

Las Vegas is famous for its shotgun marriages, but the only Sin City nuptials we're interested in is the one officiated by Ryan Tuerck between a Toyota GT86 and the V8 engine from a Ferrari 458 Italia. The insane Gumout GT4586, as it's called, is probably one of the most well-known of the 2016 SEMA Show's stars, after video popped up showing the rear-drive Frankenstein firing up and spitting flames through its weird, front-mounted exhausts. The day after we published that video, which showed the GT86 in mostly bare frame, Gumout and Tuerck posted a second clip showing the Japanese-Italian coupe literally running rings around a 458 while wearing its sheetmetal and yellow-tinted headlights. The car's look in that second video carried over to the Las Vegas Convention Center floor, where the GT4586 showed up sans hood, ludicrously wide tires, and a huge wing and rear diffuser. It's clearly a good-looking car. You can check out our full SEMA gallery above, or, click the video below for a second look at Tuerck's Ferra-yota in action below. This content is hosted by a third party. To view it, please update your privacy preferences. Manage Settings.

Toyota shows a smoother autonomous Lexus for CES

Toyota is bringing a new research vehicle to CES. The TRI-P4 autonomous driving test vehicle, based on the Lexus LS500h, is a major step ahead, according to Toyota, as it has improved computing power and additional cameras for better reaction times. Earlier test mules have also used the LS as a basis, and the shift to the new, fifth generation LS brings chassis and steering-control benefits, so the vehicle's movements are smoother in automated mode. The camera tech has also been better integrated into the vehicle design, courtesy of CALTY in Ann Arbor, Michigan. Development has been swift, as the TRI's P2.1 car was unveiled in 2017. The P4 car will be used for Toyota Research Institute's Guardian and Chauffeur mode development. The two tiers differ somewhat, as TRI's Ryan Eustice explains: "Our Chauffeur development is focused on full autonomy, where the human is essentially removed from the driving equation, either completely in all environments, or within a restricted driving domain. Guardian, on the other hand, is being designed to amplify human performance behind the wheel, not replace it. The introduction of the new P4 platform will help us accelerate the development of both tracks when it joins our fleet this spring." The vehicle's situational awareness is boosted by two extra cameras facing on the sides, and a new imaging sensor both forward and rearward. Toyota says the P4's lidar setup is a carryover from the previous platform, but that its machine learning is much improved by its more powerful computer setup. The electricity required by the P4's computing power also comes from the hybrid battery, and as the computer "brain" is now housed vertically against the rear seat's backing, actual trunk space has been freed. More LS500hs will begin to be modified into TRI-P4 vehicles during spring 2019. This content is hosted by a third party. To view it, please update your privacy preferences. Manage Settings.

Ford Fusion production scaled back just 3 months after it was accelerated

Three months after kicking off production of the Ford Fusion at its Flat Rock, MI factory, Ford Motor Company is taking steps to trim output in the face of heavily discounted competition from Toyota and a growing supply of vehicles.
The addition of Fusion production in Flat Rock - which also builds the Mustang - was meant to be what pushed the handsome mid-sizer past its arch-nemesis, the Toyota Camry. An extra facility building Fusions was also meant to curb the growing demand for Ford's highly profitable sedan.
But with word that Flat Rock would take "approximately" one extra week off for the holidays combined with an 88-day supply of Fusions - reportedly due in no small part to what Morgan Stanley analyst Adam Jonas called "aggressive discounting of the Camry" - some analysts are now beginning to wonder if Ford may have overextended itself by adding a second Fusion facility to the mix.