Ultimately, this game is about the sensors. If your sensor suite is inadequate to detect every conceivable bad situation a car can be in, then it doesn't matter how much data you accumulate. One million miles of good LIDAR data is worth more than a billion miles of video, if the video can't see white objects during the daytime, or figure out on what side of the parking lot the car should be driving (ahem).
I have no idea how good or bad their sensors are, but instinct tells me they're not up to the task of all-condition driving, and this video provides no useful information either way.
The Teslas sold in October 2018 don't need to have the same sensors as the ones sold in january 2018. As you can see, the car is designed modularly. No other mass marketed car on the planet has any sensors integrated yet.
It's all about big numbers. Google has spent 5 years or more driving a few cars around California. It's never going to match billions of miles driven around the globe.
EDIT: Imagine the engineers working at Google's autonomous cars today. I bet many of them are preparing their resumes for Tesla. They can launch an algorithm or a new sensor type now, wait a few months and then get the feedback on how it worked. With Tesla, they will get that feedback in days. In which lab would you want to work if you want to take part in shaping the future? In the Google lab where you have a Lexus or two assigned to you that drive up to 25 miles per hour in California or in the Tesla lab where you have 2,000 Teslas assigned driving in 50 different countries?
If you mounted a forward-facing video camera on every car in in the world and gathered the data for decades, you'd still be nowhere: you're missing the side and rear views. This is a thought exercise, but it demonstrates the point. If your robot car has a blind spot, all the data in the world won't fix it.
Nobody knows how good these cameras are, but every camera-based system so far has had the same critical limitations: they don't work well at night or in poor visibility.
Tesla doesn't make a mass-market car.
>Imagine the engineers working at Google's autonomous cars today. I bet many of them are preparing their resumes for Tesla.
Uh, probably not.
Uh, yes they do, they make cars that are available to the mass market; anyone can buy a Tesla if they want to. That's what mass market means.
Uh..that's not what "mass market" means. Honda Civics are mass market. $100,000+ electric vehicles are not "mass market".
Here's Wikipedia:
"The mass market is the largest group of end consumers for a specified product. It is the opposite of the term niche market."
The sensors cover the whole spectrum of light humans can see, plus a lot more. There is also ultrasonic sonar.
And, of course, all of this is 360 degrees.
That was also my understanding for the general case, but I was also assuming that cameras were available that could at least approach human dynamic range.
Tesla can collect data from 5 billion miles of driving already one year after the Giga Factory is full operation, if production reaches the planned 500,000 in 2018 and each car drives 10,000 miles annually. And then the miles accumulate exponentially.
Here is my guess: After a few million miles of shadow driving, i.e. a few weeks after the first few thousand new Teslas have been sold, Tesla is likely ready for the real thing under perfect driving conditions like those Google experiences in California. So Tesla is going to open for the self driving capabilities in such geographic areas during the day when weather is nice.
After a few hundred million miles of shadow driving, i.e. within half a year or so when Tesla has marketed 1-200,000 cars that have driven for a couple of months, Tesla will have collected enough data to drive in more difficult traffic conditions, like other American urban areas.
After a billion miles, around a year after Tesla has gotten the Giga Factory up in full speed and the first 2-300,000 cars have been on the streets for half a year, Tesla is probably ready for certain bad weather conditions, like rain, light snow, light fog, and for driving in the dark.
Give it another few billion miles, so still before 2020, and the streets of Istanbul or the snowy roads of Nebraska have been tamed.