stopcrazypp
Well-Known Member
Except with NN, there is a confidence level, it is not a binary decision. If no one is behind, the vehicle can safely err on the side of false positives. If someone is behind, then the confidence level of something in front must be much higher.aah. do we have that officially or anecdotally ?
because "there might be something on the road - but I'll slam into it because someone is behind me" is a rather interesting algo for AP (...)
either there is something or there isn't ... AP taking you from 75mph to 50 mph within seconds clearly shows that the system thought "there is something"
Part of this is also because if the car fails to respond to something in front, the car manufacturer is typically not liable. However if the car does an active maneuver that contributes to a accident (like slamming on the brakes unnecessarily), the car manufacturer may have partial liability if the car behind ends up crashing into you.
Anyways, I agree the above is just a theory, but as others point out, there's so many cases reported of PB happening when no one is behind, that it's fairly likely that is a factor (I previously pointed out it makes sense to use that as a factor the the decision, even when this pattern was not pointed out).