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No one can definitively answer that question, but one possibility is that Tesla simply hasn't developed a standard offset yet that applies across updates. Instead, they use a "mild" learning algorithm to help calibrate the camera after each update. There is the possibility that the updates are complex enough that calculating a standard offset is not possible (eg. if they've changed to a new algorithm). All speculation of course.
Yeah, I see both points... it could be loose and need 'help' each time, or shouldn't.I would think that too, but can’t square it with the behavior we see from the car.
I tend to agree that the "learning" is happening on Tesla's servers. However, it's entirely possible that there is some hardware calibration required after every update to address differences in camera angles. A brand new vehicle is unable to use AP until calibration is complete, so this seems entirely possible to me. Even when AP is active, I'm sure the calibration is on-going and continues to improve for a while longer.
No one can definitively answer that question, but one possibility is that Tesla simply hasn't developed a standard offset yet that applies across updates. Instead, they use a "mild" learning algorithm to help calibrate the camera after each update. There is the possibility that the updates are complex enough that calculating a standard offset is not possible (eg. if they've changed to a new algorithm). All speculation of course.
I've had the interesting experience of using a loaner model X P100D with AP2 using the 2017.42 software as compared to my late 2015 Model S 70 with AP1. Did a 20 hour trip on freeway and back roads. I must say, I like my own car with AP1 better! It was not awful but it seemed a bit more jerky and several things were irritating. One was that it didn't seem to catch the speed limit signs. Either didn't know the speed limit and would default to 45 or would be in a zone where it was going from 35 to 45 to 55 and would be stuck at 35 and only let me go what it thought was the speed limit. Quite irritating. Given that it has all that extra hardware it made me feel pretty lucky about my "Old" AP 1 setup.
P.S. The "learn" thing might not be placebo. I tried to show a friend AP in his new car and it wouldn't do it. We called Tesla and they stated that it had to be driven around awhile and let the sonar sense curbs etc. before it would be adequately calibrated. Indeed a few days later it started to work.
I have never notice gradual improvement over time after an update that would lead me to believe that the car is 'learning', I do not believe the current AP implementation is that sophisticated. I can see the machine learning approach useful when it comes to FSD, but AP is not self driving -- AP does rudimentary vision processing coupled with active feedback via radar to hold the car with a lane and at a certain distance from the car in front of it I believe, I could be wrong.So does anyone know if intentionally using AP2 over and over on the same sections of road might lead to more reliability due to learning at the server before another update?? Or would it only apply as updates occur? Or it doesn't really help? Or does anyone actually know? How about on roads without clear lane markings? Thanks!
or just get a Cadillac CT6 with "super cruise" where they actually encourage you to take your hands off the wheel... lolLook, I’m not trying to be a jerk about this, but as you saw, AP is not ready to be used handsfree. Just don’t ok? What if you’re in an accident? Are you going to claim AP messed up? Claim you had both hands on the wheel, the logs will make it seem that way and Tesla will have all kinds of issues on their hands, particularly if there is a fatality involved. Please use it the way it’s meant to be used and let it get better so that one day you actually can takes you hands off and do whatever you want. Another bad accident where AP is being used in an unintended way could quite literally kill AP... Again, not trying to be a jerk, but I’ve seen a lot of posts lately where people are not using it as intended and with more and more of these cars out there, it’s eventually going to get someone hurt.
Look, I’m not trying to be a jerk about this, but as you saw, AP is not ready to be used handsfree. Just don’t ok? What if you’re in an accident? Are you going to claim AP messed up? Claim you had both hands on the wheel, the logs will make it seem that way and Tesla will have all kinds of issues on their hands, particularly if there is a fatality involved. Please use it the way it’s meant to be used and let it get better so that one day you actually can takes you hands off and do whatever you want. Another bad accident where AP is being used in an unintended way could quite literally kill AP... Again, not trying to be a jerk, but I’ve seen a lot of posts lately where people are not using it as intended and with more and more of these cars out there, it’s eventually going to get someone hurt.