What? > We know our smartphones, Nests and Alexas collect data, and we’ve come to accept an implicit contract: We trade personal information for convenience. With cars, we have no such expectation ... What carmakers are doing with the collected data isn’t clear. At least Tesla has demonstrated that their data collection is for training their full self-driving capability. That represents tremendous end-user value, in…
At least Tesla has demonstrated that their data collection is for training their full self-driving capability. That represents tremendous end-user value, in my opinion. Musk has claimed that. Whether it's doing any good remains to be seen. Large amounts of data from normal driving are probably good for training lane keeping, but not that useful for handling emergency situations. Teslas are still running into crossing…
The supposition I've seen is that they have models running locally to extract the most 'surprising' situations (for example, situations where the driver's inputs and the self-driving algorithm's differ substantially, or where other vehicles do not behave as expected) to send back to the mothership to train on. This would do a ton to improve their ability to deploy actual self driving in the future, and is far more than just 'normal driving' or 'lane keeping'.