Earlier quoted context omitted.
The problem is that self-driving is almost entirely about edge-cases. And machine learning can optimistically only reach about 99% accuracy, so that last 1% of edge cases is where the real problem lies.
I'd be curious to know what definition of edge-case you are using. I think self-driving can't be entirely about edge-cases by definition (of edge-case).
Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
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Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#62Earlier quoted context omitted.
> https://mobile.twitter.com/taylorogan/status/146940457943982... Damn, the part where he tried to take over and the car wouldn't let him for a while, was downright scary Reminds me of a famous quote... > "I'm sorry, Dave. I'm afraid I can't do that." I fell like there should be a hardware way of taking over that overwrites anything the software does.
There is. Tapping the brake pedal.
I also believe the driver in that video doesn't have the level-headedness to be testing anything anywhere. Which is a criticism both of the driver and of Tesla for letting people like that run the software on the open road.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#63Earlier quoted context omitted.
The problem is that self-driving is almost entirely about edge-cases. And machine learning can optimistically only reach about 99% accuracy, so that last 1% of edge cases is where the real problem lies.
I'd be curious to know what definition of edge-case you are using. I think self-driving can't be entirely about edge-cases by definition (of edge-case).
The "edge" cases are pretty much everything else. There are a near infinite number of possibilities here and it is clear that no one is anywhere near close enough to covering them all. Stopping for a pedestrian when turning right is not some completely unforeseeable event.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#64We should treat the AIs just as children at this point. They are simply learning.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#65As they should, from all agencies involved. It is absolutely horrifying to see Tesla do this open beta test on public roads when no other non-Tesla entities (other cars, pedestrians, motorcyclists, bicyclists, etc) consented to being a part of a reckless experiment. Moreover, Tesla influencers on social media tend to cherry pick and show only the nicer parts of their FSD Beta drives where no incidents and disengageme…
> https://mobile.twitter.com/taylorogan/status/146940457943982... Damn, the part where he tried to take over and the car wouldn't let him for a while, was downright scary Reminds me of a famous quote... > "I'm sorry, Dave. I'm afraid I can't do that." I fell like there should be a hardware way of taking over that overwrites anything the software does.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#66Earlier quoted context omitted.
As someone who is actively participating in the beta you couldn’t be more off base in your assertions. It sucks to see progress stifled by people that have no idea what they are talking about. With the thousands of people actively using the FSD Beta safely, show me significant evidence of an increased level of accidents that have occured. You can’t because the evidence does not exist.
Tesla doesn't publish data nor shares it with the NHTSA, so that's very difficult to do. The only """data""" we have are videos uploaded to YouTube by a select group of Tesla owners who have access to the beta. Even ignoring the bias in videos selected for upload by the beta testers, every single city driving clip I've seen has several illegal maneuvers and many more disengagements.
We can't really draw any conclusions from self-selected video clips.
I do think the data should be openly available for all to study an analyze. If that helps competitors, then that's the price for testing in public.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#67I really thought the breaks would have been slammed on Tesla's shipping of autonomous car software after the incident where the guy was decapitated by a tractor trailer.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#68Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#69Note that there are two “FSD Beta” programs: 1. The paid software unlock for “Full Self Driving” (currently in “beta”) available to everyone, which provides automatic driving from on-ramp to off-ramp, and a handful of parking features like auto-park and summon: https://www.tesla.com/support/autopilot#usingautopilot 2. The invite-only “FSD Beta” that unlocks the above FSD features on city streets, which is available t…
I feel confused why 1) they would call both programs by the same name (arguing that an acronym is pretty much the same name) and 2) why the government even allows them to call it Full Self Driving, when there are levels of autonomous driving and I imagine most would assume Full means the highest level, which, Tesla has not yet achieved from everything I've read.
Re: Alarmed by Tesla’s self-driving test, state legislators demand answers from DMV
#70Actual user of the beta here. Happy to answer any questions that are honest. My opinion is let the technology develop in the open, warts and all.