Cashmere
RPM Ruler
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No, certainly not. When it comes to autonomous functions, for instance, both Daimler and Volvo are still ahead. Even Audi in some aspects.
I appreciate your response but you did not provide a single explanation as to why Audi/Daimler/Volvo are ahead. I will try and explain why I think Tesla is leading the self driving race, and i'll summarize it into 4 categories:
1) Developing autonomy on ICE vs EV
Developing a self driving car is very difficult. Developing a self driving car on an ICE platform is VERY DIFFICULT x 100 - even more lines of code need to be written to communicate the self driving software with the transmission, air/fuel flow, and the thousand other parts that go into an engine. Now, if that is not complicated enough, you can add an extra layer of complexity by introducing hybrids (ICE + battery + electric motor). Its an even BIGGER cluster-fu*k. Making hybrids in the early 2000's made sense to familiarize car makers with how batteries and electric motors work together while they gradually phase out ICE. Making hybrids in this decade is regressive. They add an extra layer of complexity to everything from manufacturing cost/process to repairs - solely for the reason of showing pseudo emission numbers. They don't move the industry forward - they just tick a box in a sandbox test that says "when X car is driven at Y speed it emits less than Z emissions".
Add to that, the current fuel station infrastructure is not designed for automatic refuelling. A human is needed to pump the fuel into the car. So for cross country travel, all petrol stations would have to be upgraded. This is another anomaly beyond the control of ICE carmakers as they would have to beg their brethren at the OPEC Cartel to make upgrades.
These are obstacles that Tesla does not face. The simplicity of EV cars (far fewer parts) means that Tesla's pace of software development is leaner and significantly faster. Tesla is also vertically integrated with its own supercharging network. If they decide to incorporate wireless charging at all their stations tomorrow, they can easily do so without needing to wait for anyone.
2) Democratizing Technology
Chapter 1, Page 1 out of every successful tech startup's guide to success is making your technology scalable. This usually entails suffering losses in the beginning but once you scale upwards, thats when you begin to reap the benefits. Last year September when Tesla showed off Autopilot 2.0 with the 8 cameras they showed the following video:
If you watch the video, you can observe how camera is capable of discerning between lane lines, in-path objects, out of path objects, road signs, road lights and motion. The amount of data 1 camera captures is staggering. With 8 x cameras + radar & ultrasonic sensors you are crunching through teraflops of data. To crunch through that kind of data you need a supercomputer.
Having these array of sensors paired with a super computer on a $70,000 car is impressive. Having it on a on a $35,000 car is disruptive. Do you think the Germans will ship this kind of hardware on a base C Class, A4, 3 series? Highly unlikely because they're set in their old ways of making high profit margins and reserving cutting edge tech for the S Class/A8/7 Series and only updating their cars once every 5-10 years. Even if they miraculously decide to ship this type of hardware on all their cars from next year, do you think they would be able to sell it for $35K and still make a profit? The BMW 320i costs $34K and they still make you pay extra for a reverse camera.
3) Size of Dataset:
You may have heard, data is the new oil?
If you were to take all the self driving cars from Google, Mercedes Benz, Volvo, BMW, Audi, Volkswagen and add them together, you would find that they probably have less than a thousand test cars running around in their self driving fleets. To be generous, lets just assume they have 5,000 cars.
So far in 2017, Tesla has already sold +50,000 cars with all of the above hardware. Tesla already has a fleet of test cars that is 10 fold bigger than all of their rivals put together! By the end of 2018 (if the are able to deliver Model 3s), there will be +500,000. The company with the biggest dataset will also have the most refined algorithm for self driving cars. With every car Tesla sells, they're putting an exponential gap between them and every other carmaker that doesn't sell a car with self driving hardware.
4) Legislation and shadow mode
When Elon Musk introduced AP2 last year, he spoke about Shadow mode.
Before Teslas can start driving autonomously, the company needs to collect a lot of data to prove to customers (and regulators) that the technology is safe and reliable. So, the car will run Autopilot in “shadow mode” in order for Tesla to gather statistical data to show false positives and false negatives of the software. In shadow mode, the car isn’t taking any action, but it registers when it would have taken action. Then, if the Tesla is in an accident, the company can see if the autonomous mode would have avoided the accident (or the other way around, with the self-driving system potentially causing an accident). It will record how the car would have acted if the computer was in control, including information about how the car might have avoided an accident (or caused one). That data would then be used to show “a material improvement in the accident rate over manually driven cars,”
With Shadow mode and a huge fleet of cars, Tesla is testing and improving self driving cars at a scale that no other car maker is. Once they have substantial data, Tesla will be able to go to legislators and show them a logbook of all the data and how AP is safer than normal driving. Once a computer can carry out a task more efficiently and more safely then a human, then there will be no reason for it to not get approved.
The adoption of self driving cars will happen far quicker then many people expect. While the rest of the car industry is trying to figure out how to make affordable electric cars, Tesla's secret weapon is actually its lead on self driving capabilities. IMO, Model 3 is arguably the most important car to come around since the birth of the automobile.