Tesla Autopilot Hits 1 Billion Miles! & Why Tesla Autopilot Is The Top Approach To Autonomy

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Published on November 28th, 2018 |

by Michael Barnard

Tesla Autopilot Hits 1 Billion Miles! & Why Tesla Autopilot Is The Top Approach To Autonomy

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November 28th, 2018 by Michael Barnard

Editor’s note: Tesla just tweeted that Tesla owners have now driven 1 billion miles on Autopilot.

In honor of the milestone (no pun intended), I’m reposting one of my favorite Autopilot articles of all time, a 2015 article by Mike Barnard. Enjoy.

Tesla recently released its Autopilot mode for its cars. It has a fundamentally different intellectual approach to autonomy than Google’s, and it’s superior.

One of my backgrounds is robotics. I spent a year digging my way through PhD theses from robotics programs around the world as I worked on a startup idea for specific applications of swarm-based robots. We got as far as software architecture, simple simulations, 3D modelling of physical robots, and specific applications which had fiscal value. I have some depth here without pretending to be a roboticist, and I’ve continued to pay attention to the field from the outside.

So I feel comfortable in saying that, in general, there are two approaches for robots getting from Point A to Point B.

→ The first is the world map paradigm, in which the robot or a connected system has a complete and detailed map of the world and a route is planned along that in advance accounting for obstacles. Basically, the robot has to think its way past or over every obstacle, which makes for a lot of programming.

Yes, that’s a cat in a shark costume riding a Roomba.

→ The second is the subsumption architecture paradigm, in which a robot is first made so that it can survive environments it will find itself in, then equipped with mechanisms to seek goals. The robot then, without any idea of the map of the world, navigates toward Point B. The robot is robust and can stumble its way through obstacles without any thinking at all. The original Roomba vacuum cleaner was a pure subsumption beast.

Obviously, both have strengths and limitations and obviously, at least to me, a combination is the best choice, but it’s worth assessing Tesla’s vs Google’s choices based on this.

Google is starting from the full world map paradigm. For one of its cars to work, it needs an up-to-date centimetre-scale, 3D model of the entirety of the route it will take. Google’s cars are ridiculously non-robust — by design — and when confronted with something unusual will stop completely. Basically, all intelligence has to be provided by people in the lab writing better software.

Why would Google start with this enormous requirement? Well, in my opinion without having spoken to any of the principals in the decision, it’s likely because it fits their biases and blindspots. Google builds massive data sets and solves problems based on that data with intelligent algorithms. They don’t build real-world objects. And the split I highlighted above in world map vs subsumption paradigms is a very real dividing line in academics and research around robotics. It was very easy for Google and world view robotics researchers to find one another and confirm each others’ biases. Others assert that Google is taking a risk-averse approach by leaping straight to Level Four autonomy, and while I’m sure that’s a component of the decision-making process, I suspect it’s a bit of a rationalization for their biases. It’s also being proved wrong by the lack of Tesla crashes to date, but it is early days.

To be clear, Google cars can do things Teslas currently can’t, at least in the controlled prototype conditions that they are testing. They can drive from Point A to Point B in towns and regions that Google has mapped to centimetre scale, which is basically areas south of San Francisco plus a few demo areas. You can’t get in a Tesla, give it an address, and sit back. These are clear performance advantages of the Google model over current Tesla capabilities, and while not trivial, are enabled by the world map model.

Tesla, on the other hand, is starting with the subsumption model. First, the car is immensely capable of surviving on roads: great acceleration, great deceleration, great lateral turning speed and precision, great collision survivability. Then it’s made more capable of surviving. All the car needs to drive on the freeway is knowledge of the lines and the cars around it. Then it adds cameras to give it a hint about appropriate speed. It has only a handful of survivability goals: don’t hit cars in front of you, don’t let other cars hit you, stay in your lane, change lanes when requested, and it’s safe. Because of its great maneuverability — survivability — it can have suboptimal software because it is more able to get out of the way of bad situations. And it has human backup.

And if that’s where Tesla was stopping, everyone who is pooh-poohing its autonomy would be basically correct. But Tesla isn’t stopping there.

Tesla is leveraging intelligent real-world research assistants to put focused, experienced instincts into its cars. They are called the drivers of the Teslas. Every action the Autopilot makes and every intervention a driver makes is uploaded to the Tesla Cloud, where it’s combined with all of the other decisions cars and drivers are making. And every driver passing along a piece of road is automatically granted the knowledge of what the cars and drivers before them have done. In real time.

So, for example, within a couple of days of downloading, Teslas were already automatically slowing for corners that they took at speed before. And not trying to take confusingly marked offramps. And not exceeding the speed limits in places where the signs are obscured.

Within a couple of days of being available, the first people Cannonballed across the USA in under 59 hours with 96% or so of the driving done by the car. Given Google’s requirements, they would have had to send at least two cars out, one or more with a hyper-accurate mapping functionality, then a day or a week later, when the data was integrated, the actual autonomous car. And there would have been no chance of side trips or detours for the Google car. It literally couldn’t drive on a route that wasn’t pre-mapped at centimetre scale. But the Tesla drivers could just go for it.

People are driving Teslas on back roads and city streets with Autopilot, definitely not the optimum location-only situations that others claim Tesla is limited to. And Teslas haven’t hit anything; in fact, have been recorded as avoiding accidents that the driver was unaware of. Survivability remains very high.

Tesla cars are driving themselves autonomously in a whole bunch of places where Google cars can’t and won’t be able to for years or possibly decades. That’s because Teslas don’t depend on perfect centimetre scale maps that are up-to-date in order to do anything. Subsumption wins over world maps in an enormous number of real-world situations.

Finally, Teslas have a world map. It’s called Google Maps. And Tesla is doing more accurate mapping with its sensors for more accurate driving maps. But Teslas don’t require centimetre-scale accuracy in their world map to get around. They are just fine with much coarser-grained maps which are much easier to build, store, manipulate, and layer with intelligence as needed. These simpler maps combined with subsumption will enable Teslas to drive from Point A to Point B easily. They can already drive to the parkade and return by the themselves in controlled environments; the rest is just liability and regulations.

The rapid leaps in capability of the Autopilot in just a few days after release should be giving Google serious pause. By the time its software geniuses get the Google car ready for prime time on a large subset of roads, Teslas will be able to literally drive circles around them.

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About the Author

Michael Barnard is a C-level technology and strategy consultant who works with startups, existing businesses and investors to identify opportunities for significant bottom line growth in the transforming low-carbon economy. He is editor of The Future is Electric, a Medium publication. He regularly publishes analyses of low-carbon technology and policy in sites including Newsweek, Slate, Forbes, Huffington Post, Quartz, CleanTechnica and RenewEconomy, with some of his work included in textbooks. Third-party articles on his analyses and interviews have been published in dozens of news sites globally and have reached #1 on Reddit Science. Much of his work originates on Quora.com, where Mike has been a Top Writer annually since 2012. He's available for consulting engagements, speaking engagements and Board positions.

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Tesla’s Autopilot racks up 1B miles driven

Tesla’s Autopilot racks up 1B miles drivenTesla Inc. says owners of its electric vehicles have driven 1 billion miles using the company’s Autopilot driver-assistance feature – a significant milestone for the automaker, which uses the collected data to improve the software as a competitive advantage.
Tesla, which announced the mark in a Tweet today, has installed Autopilot hardware on every car it’s produced since October 2014. Autopilot is designed for use on highways, but the vehicles are operating under diverse road and weather conditions around the world. The resulting trove of real-world miles acts as a feedback loop to the algorithms that are constantly training the fleet of Tesla vehicles on the road how to behave.
In the race toward full autonomy, not all miles are created equal. There are semi-autonomous as well as fully self-driving ones; real-world versus simulated; and those racked up on highways versus those in trickier urban environments. Chief Executive Officer Elon Musk has promised to demonstrate a fully self-driving cross-country road trip from Los Angeles to New York, but the timeline for when that may happen has continually slipped.
Tesla tells drivers they must keep their hands on the steering wheel and monitor the system at all times, but Autopilot has come under scrutiny from regulators and consumer advocacy groups, including after a fatal crash in March. In May, Musk dismissed the notion that Autopilot users involved in accidents have the mistaken belief that the system is capable of fully-autonomous driving.
Read or Share this story: https://www.detroitnews.com/story/business/autos/mobility/2018/11/28/teslas-autopilot-racks-miles-driven/38633889/

Audi e-tron GT concept

Audi e-tron GT conceptRobert Downey Jr. (L) and Head of Design of Audi AG, Marc Lichte attend the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
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Robert Downey Jr. (L) and Head of Design of Audi AG, Marc Lichte attend the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
Head of Design of Audi AG, Marc Lichte attends the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
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Head of Design of Audi AG, Marc Lichte attends the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
Robert Downey Jr. attends the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
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Robert Downey Jr. attends the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.
The electric powered Audi e-tron GT concept four-door coupe will have a range of over 400 kilometers (248.5 mi). The 90kWh lithium-ion battery takes up the entire underfloor area between the front and rear axle with its flat design.
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The electric powered Audi e-tron GT concept four-door coupe will have a range of over 400 kilometers (248.5 mi). The 90kWh lithium-ion battery takes up the entire underfloor area between the front and rear axle with its flat design.
The electric powered Audi e-tron GT concept four-door coupe will have a range of over 400 kilometers (248.5 mi). The 90kWh lithium-ion battery takes up the entire underfloor area between the front and rear axle with its flat design.
None

The electric powered Audi e-tron GT concept four-door coupe will have a range of over 400 kilometers (248.5 mi). The 90kWh lithium-ion battery takes up the entire underfloor area between the front and rear axle with its flat design.
The roof section is made from carbon along with numerous aluminum components and supporting elements made from high-strength steel.
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The roof section is made from carbon along with numerous aluminum components and supporting elements made from high-strength steel.
The battery in the Audi e-tron GT concept can be charged using a cable which is connected behind the flap in the left front wing, or by means of contactless induction with Audi Wireless Charging.
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The battery in the Audi e-tron GT concept can be charged using a cable which is connected behind the flap in the left front wing, or by means of contactless induction with Audi Wireless Charging.
The electric powered Audi e-tron GT concept four-door coupe
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The electric powered Audi e-tron GT concept four-door coupe
The electric powered Audi e-tron GT concept four-door coupe
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The electric powered Audi e-tron GT concept four-door coupe
The electric powered Audi e-tron GT concept four-door coupe
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The electric powered Audi e-tron GT concept four-door coupe
The electric powered Audi e-tron GT concept four-door coupe.
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The electric powered Audi e-tron GT concept four-door coupe.
The electric powered Audi e-tron GT concept four-door coupe
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The electric powered Audi e-tron GT concept four-door coupe
The electric powered Audi e-tron GT concept four-door coupe
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The electric powered Audi e-tron GT concept four-door coupe
Replay1 of 132 of 133 of 134 of 135 of 136 of 137 of 138 of 139 of 1310 of 1311 of 1312 of 1313 of 13AutoplayShow ThumbnailsShow Captions Fullscreen
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Robert Downey Jr. (L) and Head of Design of Audi AG, Marc Lichte attend the global reveal of the Audi e-tron GT concept in Los Angeles on Monday, November 26th, 2018.

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Byton reveals self-driving living-room on wheels, the K-Byte, in LA

Byton K-Byte concept
Byton aims to reinvent the car by turning it into the next generation iPhone. Other automakers have talked about turning their center screen displays into iPhone-like interfaces, but not the whole car.

That seems to be the goal of Byton, which says it is creating the “next generation smart device,” “spaceship Byton,” “your self-cruising living space.”

In a two-hour press conference streamed from Shanghai in English and Chinese to coincide with its press-conference slot at the LA Auto Show, the startup electric-carmaker laid out plans to bring its first SUV to market late next year, and showed a concept version of its next model, the K-Byte luxury sedan.

READ THIS: Byton begins road testing its electric car in China

Both cars are fully electric, based on the same “skateboard” chassis, with batteries under the floor.

Byton was scant with actual specs, but said the base version of the M-Byte SUV will have about 280 miles of range, while a more expensive trim level with a bigger battery will get about 325 miles. Batteries will be supplied by Chinese manufacturer CATL.

The K-Byte will be a full-size sedan, 195 inches long, on a 118-inch wheelbase (about 2 inches longer than the SUV), making it about the size of a Toyota Avalon. It has small flying buttresses covering the rear window pillars, which Byton says improve aerodynamics to stretch the car's range.

Byton K-Byte concept

Byton executives made a bigger deal about the cars’ 49-inch “coast-to-coast,” “shared-experience display,” which it displayed in the M-Byte, and which we had a chance to sample at the Consumer Electronics Show in Las Vegas last January. The single, curved screen stretches the width of what would normally be the dashboard. If the car is to be the next-generation iPhone, this screen is the heart of the car.

The interface isn’t that different from the one we sampled, with three sections to the screen, one on the left for driving displays, a center section for navigation and audio, and an entertainment screen for the passenger on the right.

It will offer augmented reality for the driver, virtual reality, a simulator, and video conferencing. Reading and sending emails should be comparatively simple. A wide-angle, digital rear-view camera screen appears at the bottom left behind the steering wheel.

Byton K-Byte concept

Byton says the screen will comply with all international automotive standards, which means that while driving, the screen either can’t display video or the driver can’t see the section of it that does. The company also says it will be silicon-coated for crash safety.

The screen can be reconfigured, with the navigation system, for example, taking up the right two-thirds of the display, complete with, Byton says, “all” points of interest, which will be integrated with navigation and search, much like Google Maps—only larger.

Driving controls are on a separate tablet in the center of the steering wheel, which gets covered by the airbag in an accident to protect the driver. Byton says there are no other controls.

CHECK OUT: Chinese electric-car startup Byton reveals its second concept: a Level 4 self-driving sedan

The idea, however, is for drivers not to have to use the system to drive. Byton says the M-byte will come with full Level 4 self-driving capability starting in 2020, which will allow the car to drive itself on limited access highways.

Byton K-Byte concept

The K-byte uses a set of lidar sensors integrated on the front and rear of the panoramic glass roof, and retractable lidar sensors that the company calls LiGuards on the front fenders. They deploy when the self-driving system is activated.

Both the self-driving system and the “shared-experience display” can be controlled using gesture commands or voice commands provided by Byton partner Baidu.

Byton K-Byte concept

The company says it has finished its global factory in Nanjing, China, and has produced the first handful of its planned 100 M-Byte prototypes.

Byton says this “self-cruising living space,” will be the new standard of automotive luxury when the M-Byte goes on sale next year. The question we can’t help but ask is, how will this new iPhone on wheels drive?

GM May Finally Be Serious About Electric Vehicles

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Published on November 27th, 2018 |

by Frugal Moogal

GM May Finally Be Serious About Electric Vehicles

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November 27th, 2018 by Frugal Moogal

When I saw the news yesterday that GM is closing five plants and laying off nearly 15,000 employees, I was surprised. Not because it was happening, but because this could be an extremely forward looking move by the company.

Before I go on, I feel it’s important to present this article from a business perspective. In other words, what does this mean for GM as a company. The personal story of the people who are losing their jobs aren’t really a consideration in that case, even though obviously they should be.

Having said that, GM like all companies, is in a fight to stay ahead in its industry. Companies don’t make decisions to lay off those people without thinking them through. Even beyond any potential feelings of empathy for the workers, layoffs usually spur poor publicity, and in the case of GM will also create a battle with the auto workers union, neither of which is something the company wants. Yet, the decision to cut positions ultimately is connected to a business strategy that management feels makes the most sense at that given point in time. Sometimes it works, and sometimes it doesn’t.

It still negatively impacts those who lost their jobs. But that isn’t the focus of the rest of this article.

With all of that having been said, let’s dig in here for the reasons that GM may have made this move and why now was the right time.

GM Sales: Dropping?
The majority of the articles written about GM’s announcement talk about how GM sales have been dropping, and that’s the reason for the closures. And it’s true, sales dropped 11.1% in Q3 2018 compared to Q3 2017.

But there are a few problems with that. The first is that Q3 2017 was affected by higher than normal sales due to the effects of Hurricane Harvey.

Additionally, the results that GM posted for Q3 2018 were … well, I’m just going to let this article from Automotive News describe it:

“Stronger-than-expected results in China and North America propelled General Motors to a 25 percent increase in pretax profit in the third quarter and net income of $2.5 billion.”

So, sales dropped, but those drops were expected due to unique circumstances, were less of a drop than was anticipated, and GM still managed to improve its profitability. That’s not exactly the sort of results that cause businesses to lay off thousands and discontinue large segments of their market.

It does, however, work as a good scapegoat to changing your business strategy to try to meet a new market.

The SUV is King?
The media seems to have adopted recently that SUVs and crossovers are all that anyone wants now, and I hate it. I could have devoted an entire article to just this, but there are again factors at work here that I feel are driving the shift, so I’m going to try to encapsulate them here.

First, automobiles are lasting longer than ever before. When gas prices rose significantly, the majority of automobiles that were sold were smaller vehicles, many of which are still on the road today and nearly as good as the newer models. As a simple, single data point, the car that I traded in for my Model 3 was a 2008 Nissan Sentra. The 2015 Nissan Sentra looks physically the exact same as my car did.

Right along with this, a dealership makes the majority of its money on used car sales and service, incentivizing dealerships to sell consumers on these cheaper, new-looking sedans instead of directing them into the most recent 100% new model.

On the flip side, if you want a crossover or SUV, there are far fewer old, used options. Remember that when gas prices rose quickly about 10 years ago, people were dumping their SUVs because they could no longer afford to fuel them. Sedans made up the majority of new sales, and the used market had a glut of SUVs that dealers couldn’t give away.

Those used SUVs have aged out of the market — how often do you see Hummers driving around now, for instance — meaning if a driver wants to move into that vehicle segment, chances are she or he is going to be opting for a new vehicle or paying a lot for a used one.

At the same time, 2010 fuel standards are based on the vehicle’s footprint, or size. Thus, a larger vehicle needs to achieve less stringent fuel efficiency than a small vehicle. This example from Wikipedia’s article on Corporate Average Fuel Economy (CAFE) explains it perfectly:

“For example, the fuel economy target for the 2012 Honda Fit with a footprint of 40 sq ft (3.7 m2) is 36 miles per US gallon (6.5 l/100 km), equivalent to a published fuel economy of 27 miles per US gallon (8.7 l/100 km), and a Ford F-150 with its footprint of 65–75 sq ft (6.0–7.0 m2) has a fuel economy target of 22 miles per US gallon (11 l/100 km), i.e., 17 miles per US gallon (14 l/100 km) published.”

This gives automakers a few incentives to sell larger vehicles — not just can they charge more for them, but the technology to get them to be CAFE compliant is cheaper.

These two factors I think often go overlooked in the SUV “boom,” and it may be less of a boom than a temporary realignment. The narrative of an SUV surge and changing car buyers tastes is a good excuse by car companies, however, to hold off costly development into new cars.

Electric Vehicles Are A Material Risk to Legacy Automakers
This can’t be understated, yet it seems that the majority of investors haven’t grasped this. Electric vehicles are a material risk to legacy automakers.

The gasoline car market is extremely well developed and competitive. Margins are difficult to come by. GM achieved a $2.5 billion profit based on a margin of about 10% on its vehicles. While $2.5 billion seems like a huge number, GM pays shareholders a significant dividend, hovering near 25% of its expected profits in a year. (Ford’s is around 45%!)

Here’s a weird yet true fact — GM “burned” more cash in Q1 2018 than Tesla did. GM reported an adjusted automotive free cash flow of negative $3.464 billion. Tesla, which pundits were lined up to declare as a cash burning machine after Q1 2018, reported free cash flow of negative $785 million.

I’m highlighting this for a reason. Legacy automakers are having a difficult time creating a compelling electric vehicle that they make money on, and they have to spend significantly more money than Tesla does just to retain their position in the gas car business, a business which is expected to decline as electric vehicle sales increase.

Instead, GM (and every legacy automaker) has been forced into a difficult corner. Developing proper EV tech is not as easy as dropping a battery and electric motor into a car and calling it a day, as Tesla has clearly shown us. In 2010, it was estimated that bringing a new car model to market costs an automaker around $1 billion to $6 billion. I can only assume a whole new architecture would be even more.

Invest too much too soon, accidentally kill your gas car business, and you’ll burn so much money that the company will go bankrupt within a year or two.

Invest too little, and if the market shifts to electric cars that you haven’t yet developed, your margins crash and you burn all your money trying to quickly catch up and create a compelling, high-volume EV.

Is the Model 3 to Blame?
This may sound crazy on the surface, but I don’t think we would have been here without the Model 3 doing what it has done. To keep their smaller cars CAFE compliant, GM has to spend more money to develop better technology, which leads to smaller margins on those cars. A smaller margin on these vehicles means even a minor drop in sales could lead to significant losses.

What could have led to a drop in smaller sedan demand? According to AAA earlier this year, one in five drivers wants an electric car as their next vehicle.

I don’t think it’s a coincidence that both Ford and GM have discontinued huge segments of their sedans in the past seven months. Both companies see mounting development costs for a product that could be rapidly replaced. Ford seems to have no real plan, but GM seems to be trying to meet the challenge head on.

And, it’s going to get worse for legacy automakers soon. By 2020, Tesla will have the $35,000 Model 3 and could be spooling up production for the Model Y and truck. If a large number of buyers hear about these new electric models and decide to hold off purchasing a new gas car to see what is brought to market, that drop alone could be enough to put a legacy automaker that hasn’t created compelling electric options of their own into a tailspin.

Back to Yesterday’s News
This is what makes yesterday’s news so interesting. Most reporters stated that GM is responding to falling sales by focusing on its larger and more popular models.

Looking at the numbers, that isn’t what seemed to happen. GM is discontinuing the Chevy Cruze (31,971 Q3 sales), Impala (16,290), and Volt (5,429), the Buick LaCrosse (2,290), and the Cadillac XTS (4,101) and CT6 (2,281). Of these, both the Volt and XTS actually had increasing sales in Q3.

The Cruze, even with a 27% decrease in sales, was still Chevy’s fifth best selling model, and it accounted for over 6% of all Chevys sold.

We could contribute the decrease in Cruze sales to a lot of things, but if an automaker were to believe that the decrease in sales came partially from buyers holding off until they found a compelling electric car, this might be the time to ditch those models before they bleed too much money. This might be the time to quickly rush the new electric vehicles to market. When automakers suddenly find a luxury-priced sedan is all of a sudden competing on the best selling car list, it may be a wake-up call of sorts.

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Top Automotive Industry News for Week of November 5 – November 11, 2018

Here is the most important news associated with the automotive industry
identified by the AEA for the week of November 5, 2018 -November 11, 2018.

We hope it helps you stay up to speed on the key developments in our
industry:

-Automotive Manufacturing News-

First ex-UAW official sentenced in FCA-related scandal; gets 1 year

(Detroit Free Press)

Ford plans construction on Michigan Central Depot by year's end

(Detroit Free Press)

Former Tesla employee charged with embezzling $9.3 million from Elon
Musk's company

(MarketWatch)

Is Toyota Next to Pare Back its Passenger Car Line?

(The Detroit Bureau)

Tesla picks an insider to be chairwoman, fueling doubt Elon Musk will
be reined in

(LA Times)

The gas engine still has a long life to live, Aston Martin CEO says

(CNBC)

VW planning $21K EV to challenge Tesla

(The Detroit News)

VW takes another shot at compact pickup market

(The Detroit News)

White House, California to discuss vehicle emissions rules next week

(autoblog)

Why GM is moving 3,000 workers from Pontiac to Warren

(Detroit Free Press)

-Automotive Evolution News-

8 concept cars that show how technology will dominate the drive of the
future

(CNBC)

Autonomous Cars Face Big Hurdles; They Will Succeed, But When?

(Forbes)

Daimler And Bosch Choose San Jose For Their Silicon Valley Robo-Taxi
Service

(Forbes)

GM's future lineup will run on electricity, drive itself — and fly

(Detroit Free Press)

Mercedes-Benz, Bosch to offer self-driving car rides in San Jose,
California

(USA Today)

Tesla Drivers Report Autopilot Disengaging While Driving Due To
Software Bug

(Forbes)

This Robot Truck Startup May Have An Edge Over Waymo In Bad-Weather
Driving

(Forbes)

Uber rival Taxify says it can grow 100 times bigger in the scooter and
ride-hailing market

(CNBC)

Uber ups its driver perks with 'Pro' program, including free college
education

(USA Today)

-Automotive Retail News-

Better inventory listings, lead management anchor more sales

(Auto Remarketing)

CarGurus Helps Dealerships Solve for Attribution with More Insight

(PR Newswire)

Dealertrack Looks to Speed Car Buying Process

(Auto Finance News)

Jumpstart: Car Buyers Want to Negotiate

(Auto Dealer Monthly)

Lithia and Shift to operate separately and share technology

(Auto Remarketing)

Luxury car owners trade up for American pickups as Ford, GM and Ram
trucks dominate market

(CNBC)

Millennials Spending Big on Cars — With Auto Loans to Match

(The Detroit Bureau)

Used car payments hit record $400 per month as prices top $20,000

(USA Today)

Used-Car Prices Reach 13-Year High in Third Quarter

(Vehicle Remarketing)

Used Vehicle Prices Rising, Pushing Buyers to Look at Leasing

(The Detroit Bureau)

-Automotive Wholesale News-

Compact Van Values Dip at Start of November

(Vehicle Remarketing)

-Automotive Ownership News-

Where your car is most likely to be stolen in every state

(USA Today)

-Automotive Enthusiast News-

Inside the World's Most Valuable Hot Wheels Collection

(Car and Driver)

With millions at stake, car collectors scour Earth for lost classics

(Detroit Free Press)

-Automotive Servicing News-

Mazda to recall 640,000 vehicles globally over diesel engine issue

(Reuters)

Subaru recalls nearly 400K vehicles to fix stalling problems

(Detroit Free Press)

U.S. agency probes 1.7 million GM SUVs over wiper failures

(Reuters)

-General Business & Executive News-

CDK Global Names Brian Krzanich President and Chief Executive Officer

(CDK)

Ford buys electric scooter startup Spin, joining competitors Bird and
Lime

(USA Today)

Harley-Davidson's electric motorcycle signals a big change for the
legendary, but troubled, company

(CNBC)

Tesla’s Booming Model 3 Sales and More This Week In The Future Of Cars

(Wired)

Time Dealer Of The Year

(Automotive News)

VW Considers Investing in Ford-Backed Autonomous Unit Argo

(Bloomberg)

-AEA Reminder-

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