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Toyota reveals latest autonomous tech test bed

Toyota revealed its latest autonomous technology effort Friday, a sophisticated Lexus LS 600hL prototype that showcases its plans to advance in the emerging field. The Lexus is the first developed entirely by the company's in-house Toyota Research Institute and it will focus on the car's ability to learn and see behavior on the road. Toyota is showing the car at the Prius Challenge event at Sonoma Raceway. The Lexus uses Lidar, radar, and sensors, which potentially reduce reliance on mapping. The prototype advances Toyota's last concept vehicle shown at the Consumer Electronics Show in 2013. This one is said to be more flexible and it will focus on Toyota's two autonomous tech pillars, called Guardian and Chauffeur. Guardian is meant to improve safety features, while Chauffeur moves toward full autonomy. "We believe Guardian can probably be deployed sooner and more widely than Chauffeur, providing high-level driver-assist features capable of helping mitigate collisions and save lives, sooner rather than later," Toyota Research Institute Gill Pratt said in a statement. Related Video: Green Lexus Toyota Autonomous Vehicles Luxury Sedan lexus ls

Lexus considering V8 Supercars racing program

Just a few years ago, Holden and Ford were the only manufacturers competing in Australia's V8 Supercars series. But those days were left long ago in a cloud of smoke on the track, and are only disappearing even further in the rearview mirror as the latest intel suggests Lexus could be ready to enter the series as well. Speaking with CarAdvice.com.au at the local launch of the RC coupe, Lexus Australia chief Sean Hanley revealed that his office approached the race organizers to hold "very high-level discussions" about the Japanese luxury brand entering the series. The development is reportedly spurred by the warm reception the RC has enjoyed so far Down Under, and by an expected impending shift in the rules of the V8 Supercars championship. The series has been rumored to be shifting away from strictly eight-cylinder sedans to include coupes and other engine types – a move that would open the door to more manufacturers to participate, including Lexus with the RC F. Currently the field is made up of Holden Commodores, Ford Falcons, Nissan Altimas, Volvo S60s and privately-entered Mercedes E63 AMGs. Nissan, Volvo and Mercedes only joined in the past couple of seasons following the last round of rules changes. The series received "international" status from the FIA in 2011and in the past few seasons has held races in locations as far flung as Abu Dhabi and Texas to its principally Australia-based calendar. Lexus, for its part, has competed in Grand-Am, Germany's Nurburgring-based VLN series and Japan's Super GT series, but unlike parent company Toyota, has yet to embark upon a top-level racing program in Formula One, the World Rally Championship or at Le Mans.

Drive like a prince: Join us for a walk through Monaco's car collection

Small, crowded, and a royal pain in the trunk lid to drive into during rush hour, Monaco sounds like an improbable location for a huge car museum. And yet, this tiny city-state has been closely linked to car culture for over a century. It hosts two major racing events every year, many of its residents would qualify for a frequent shopper card if Rolls-Royce issued one, and Prince Rainier III began assembling a collection of cars in the late 1950s. He opened his collection to the public in 1993 and the museum quickly turned into a popular tourist attraction. The collection continued to grow after his death in April 2005; it moved to a new facility located right on Hercules Port in July 2022. Monaco being Monaco, you'd expect to walk into a room full of the latest, shiniest, and most powerful supercars ever to shred a tire. That's not the case: while there is no shortage of high-horsepower machines, the first cars you see after paying ˆ10 (approximately $11) to get in are pre-war models. In that era, the template for the car as we know it in 2023 hadn't been created, so an eclectic assortment of expensive and dauntingly experimental machines roamed whatever roads were available to them. One is the Leyat Helica, which was built in France in 1921 with a 1.2-liter air-cooled flat-twin sourced from the world of aviation. Fittingly, the two-cylinder spun a massive, plane-like propeller. Government vehicles get a special spot in the museum. They range from a Cadillac Series 6700 with an amusing blend of period-correct French-market yellow headlights and massive fins to a 2011 Lexus LS 600h with a custom-made transparent roof panel that was built by Belgian coachbuilder Carat Duchatelet for Prince Albert II's wedding. Here's where it all gets a little weird: you've got a 1952 Austin FX3, a Ghia-bodied 1959 Fiat 500 Jolly, a 1960 BMW Isetta, and a 1971 Lotus Seven. That has to be someone's idea of a perfect four-car garage.  One of the most significant cars in the collection lurks in the far corner of the main hall, which is located a level below the entrance. At first glance, it's a kitted-out Renault 4CV with auxiliary lights, a racing number on the front end, and a period-correct registration number issued in the Bouches-du-Rhone department of France. It doesn't look all that different than the later, unmodified 4CV parked right next to it. Here's what's special about it: this is one of the small handful of Type 1063 models built by Renault for competition.