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I'm trying to reason "why the Tesla did stop?", in the second video on TheIntercept website, I can notice a left exit before the point where the Tesla stopped.

I'm trying to reason "why the Tesla did stop?", in the second video on TheIntercept website, I can notice a left exit before the point where the Tesla stopped. Something I noticed with Google maps ( I don't have a Tesla, and maybe the navigation system of the Tesla is similar ), is that sometimes thinks tunnels can access the road above them ( in a tunnel near my home Google maps always tells me "turn right" in the middle of the tunnel without understanding that I need to get out of the tunnel first and take the ramp ). With this information I think the navigation system of the Tesla could have been similarly stupid and tried to turn left on a ghost road just to discover there's no road and so decided to stop. This is just a possible reason, and I'm definitely not suggesting that this is what did happen. This is Google maps saying "go right" in the middle of a tunnel: https://goo.gl/maps/G89cyQT2APUQuu6g6 https://goo.gl/maps/G89cyQT2APUQuu6g6 ( the two roundabouts are connected by a tunnel ) PS: If you use street view you will see how it was 3 years ago, before the construction of the tunnel

Geee 4y ago
Yeah, seems plausible. Tesla should implement a confidence-based system: if it detects an area with high chance of errors (e.g. tunnels), it should put the driver on high alert or disable the system. They probably already have a heatmap of driver interventions, which could be a starting point. The data might be usable for training a generalized confidence map.
- w0m 4y ago
  > it should put the driver on high alert or disable the system. The precedent is there, prior EAP did this. One interstate I frequent; it would do the interstate merge on ramp/junction fine going north; but heading south (with a 270 degree right turn) it would beep loudly and force a driver takeover.
jackmott 4y ago
I have a Tesla, when using just cruise control it has slammed the brakes: because of shadows that confused it because of concern about cars crossing the intersection ahead where there is only the need to gently slow because of a car crossing an intersection ahead that has already crossed! because of a steep bridge that confused it we can’t use cruise control in the car basically, we decided it is too dangerous at worst and jarring at least because there is so much hype around Tesla people get the impression their software is “hardcore” but a lot of it is absolute garbage.
- tass 4y ago
  I don’t think CV is good enough to rely on for self driving features. My 6 year old car uses radar for adaptive cruise control and has only tried to (arguably) improperly stop or slow when someone crept over the line into the lane I was driving in. I have no issue turning it on and leaving it for hours at a time.
  - krisroadruck 4y ago
    Have a 3 year old Jeep Cherokee Trailhawk, and before that was exact same model but older by 4 years. On any sufficiently long road trip (800 miles+) a minimum of one time, and sometimes more adaptive cruise control will randomly SLAM the brakes and beep wildly during the day, on a freeway going 60+ with literally nothing in front of me but empty road. Was true with the older one as well and I've never been able to figure out why. It's never done anything more than scare me, no close calls with a vehicle behind me or anything but yeah... all these systems have a ways to go.
- deleted 4y ago
  [deleted]
- liotier 4y ago
  > because of shadows that confused it > ... After all, a Tesla is a pretty good substitute for a horse !
- matthewdgreen 4y ago
  The worst part of phantom braking is not just the need for a sudden human intervention. It’s that the required human intervention is extremely non-intuitive. Intuitively when a car suddenly slows down it feels like the right response is to press on the accelerator: however in my experience this puts you in an unstable regime where you are “fighting” with the car. That is, autopilot continues to try to stop but temporarily accepts your override, but only as long as you maintain consistent pressure on the accelerator. Unfortunately if you even briefly let up on the accelerator, the car proceeds to violently slam on the brakes again. This can lead to a feedback loop where the car’s rapid acceleration/deceleration pattern makes it difficult to maintain consistent pressure on the pedal, and so the experience is like being in a rodeo. Worse, there’s no obvious way “out” of this cycle except to take your foot off the accelerator and let the car (briefly) win. Counterintuitively, the “correct” way to deal with phantom braking is to avoid the accelerator entirely and instead dive right for the brake pedal: this instantly disengages cruise control. But this is not an intuitive response, you have to learn it the hard way.
vbarrielle 4y ago
I found it easier to understand your example by comparing to openstreetmap, which seems up to date at that location: https://www.openstreetmap.org/#map=18/54.64443/25.05401 https://www.openstreetmap.org/#map=18/54.64443/25.05401
- habi 4y ago
  In this OpenStreetMap example, both crossing ways are separated by a `layer` tag. This means that https://www.openstreetmap.org/way/919604270/ https://www.openstreetmap.org/way/919604270/ has `layer-1`, essentially putting it underground, while https://www.openstreetmap.org/way/921763546/ https://www.openstreetmap.org/way/921763546/ has no such layer tag, making them clearly not connected. Should Teslas autopilot get confused because of this that would be really bad.
  - RangerScience 4y ago
    I've definitely seen my Tesla think that signs / lights on an overpass were on the freeway (that I was cruising down). I think I've also _not_ seen it make that mistake in a long time, since that spot is one I regularly pass, but I haven't made a study of it so :/
joenathanone 4y ago
I have an X and a 3, this is exactly how the car behaves when it has missed a turn because of a mismatch of map/vision data.
- ncr100 4y ago
  To confirm, when the navigation system fails, the entire call halts? That seems undesirable, since it would lead to rear-ending, in situations like this.
  - joenathanone 4y ago
    Correct, it behaves very stupidly when it fails, it's like the outputs from the network are directly controlling certain characteristics, things like the tires turning back and forth in place, over and over, like it is stuck in the process of trying to make a decision.

Geee 4y ago

Yeah, seems plausible. Tesla should implement a confidence-based system: if it detects an area with high chance of errors (e.g. tunnels), it should put the driver on high alert or disable the system. They probably already have a heatmap of driver interventions, which could be a starting point. The data might be usable for training a generalized confidence map.

w0m 4y ago
> it should put the driver on high alert or disable the system. The precedent is there, prior EAP did this. One interstate I frequent; it would do the interstate merge on ramp/junction fine going north; but heading south (with a 270 degree right turn) it would beep loudly and force a driver takeover.

jackmott 4y ago

I have a Tesla, when using just cruise control it has slammed the brakes: because of shadows that confused it because of concern about cars crossing the intersection ahead where there is only the need to gently slow because of a car crossing an intersection ahead that has already crossed! because of a steep bridge that confused it we can’t use cruise control in the car basically, we decided it is too dangerous at worst and jarring at least because there is so much hype around Tesla people get the impression their software is “hardcore” but a lot of it is absolute garbage.

tass 4y ago
I don’t think CV is good enough to rely on for self driving features. My 6 year old car uses radar for adaptive cruise control and has only tried to (arguably) improperly stop or slow when someone crept over the line into the lane I was driving in. I have no issue turning it on and leaving it for hours at a time.
- krisroadruck 4y ago
  Have a 3 year old Jeep Cherokee Trailhawk, and before that was exact same model but older by 4 years. On any sufficiently long road trip (800 miles+) a minimum of one time, and sometimes more adaptive cruise control will randomly SLAM the brakes and beep wildly during the day, on a freeway going 60+ with literally nothing in front of me but empty road. Was true with the older one as well and I've never been able to figure out why. It's never done anything more than scare me, no close calls with a vehicle behind me or anything but yeah... all these systems have a ways to go.
deleted 4y ago
[deleted]
liotier 4y ago
> because of shadows that confused it > ... After all, a Tesla is a pretty good substitute for a horse !
matthewdgreen 4y ago
The worst part of phantom braking is not just the need for a sudden human intervention. It’s that the required human intervention is extremely non-intuitive. Intuitively when a car suddenly slows down it feels like the right response is to press on the accelerator: however in my experience this puts you in an unstable regime where you are “fighting” with the car. That is, autopilot continues to try to stop but temporarily accepts your override, but only as long as you maintain consistent pressure on the accelerator. Unfortunately if you even briefly let up on the accelerator, the car proceeds to violently slam on the brakes again. This can lead to a feedback loop where the car’s rapid acceleration/deceleration pattern makes it difficult to maintain consistent pressure on the pedal, and so the experience is like being in a rodeo. Worse, there’s no obvious way “out” of this cycle except to take your foot off the accelerator and let the car (briefly) win. Counterintuitively, the “correct” way to deal with phantom braking is to avoid the accelerator entirely and instead dive right for the brake pedal: this instantly disengages cruise control. But this is not an intuitive response, you have to learn it the hard way.

vbarrielle 4y ago

I found it easier to understand your example by comparing to openstreetmap, which seems up to date at that location: https://www.openstreetmap.org/#map=18/54.64443/25.05401 https://www.openstreetmap.org/#map=18/54.64443/25.05401

habi 4y ago
In this OpenStreetMap example, both crossing ways are separated by a `layer` tag. This means that https://www.openstreetmap.org/way/919604270/ https://www.openstreetmap.org/way/919604270/ has `layer-1`, essentially putting it underground, while https://www.openstreetmap.org/way/921763546/ https://www.openstreetmap.org/way/921763546/ has no such layer tag, making them clearly not connected. Should Teslas autopilot get confused because of this that would be really bad.
- RangerScience 4y ago
  I've definitely seen my Tesla think that signs / lights on an overpass were on the freeway (that I was cruising down). I think I've also _not_ seen it make that mistake in a long time, since that spot is one I regularly pass, but I haven't made a study of it so :/

joenathanone 4y ago

I have an X and a 3, this is exactly how the car behaves when it has missed a turn because of a mismatch of map/vision data.

ncr100 4y ago
To confirm, when the navigation system fails, the entire call halts? That seems undesirable, since it would lead to rear-ending, in situations like this.
- joenathanone 4y ago
  Correct, it behaves very stupidly when it fails, it's like the outputs from the network are directly controlling certain characteristics, things like the tires turning back and forth in place, over and over, like it is stuck in the process of trying to make a decision.