I was working in the AV industry at the time.
How is you working in the audio/video industry relevant? …or maybe you mean adult videos?
Comment on Tesla loses Autopilot wrongful death case in $329 million verdict
BreadstickNinja@lemmy.world 3 days agoWell, the Obama administration had published initial guidance on testing and safety for automated vehicles in September 2016, which was pre-regulatory but a prelude to potential regulation. Trump trashed it as one of the first things he did taking office for his first term. I was working in the AV industry at the time.
That turned everything into the wild west for a couple of years, up until an automated Uber killed a pedestrian in Arizona in 2018. After that, most AV companies scaled public testing way back, and deployed extremely conservative versions of their software. If you look at news articles from that time, there’s a lot of criticism of how, e.g., Waymos would just grind to a halt in the middle of intersections, as companies would rather take flak for blocking traffic than running over people.
But not Tesla. While other companies dialed back their ambitions, Tesla was ripping Lidar sensors off its vehicles and sending them back out on public roads in droves. They also continued to market the technology - first as “Autopilot” and later as “Full Self Driving” - in ways that vastly overstated its capabilities. To be clear, Full Self Driving, or Level 5 Automation in the SAE framework, is science fiction at this point, the idea of a computer system functionally indistinguishable from a capable human driver.
Part of the blame probably also lies with Biden, whose DOT had the opportunity to address this and didn’t during his term. But it was Trump who initially trashed the safety framework, and Telsa that concealed and mismarketed the limitations of its technology.
wewbull@feddit.uk 2 days ago
Auli@lemmy.ca 2 days ago
Or automotive vision.
wewbull@feddit.uk 2 days ago
Thank you. I seriously didn’t understand what the field was.
Barbarian@sh.itjust.works 3 days ago
You got me interested, so I searched around and found this:
So, if I understand this correctly, the only fundamental difference between level 4 and 5 is that 4 works on specific known road types with reliable quality (highways, city roads), while level 5 works literally everywhere, including rural dirt paths?
BreadstickNinja@lemmy.world 2 days ago
Yes, that’s it. A lot of AV systems are dependent on high resolution 3d maps of an area so they can precisely locate themselves in space. So they may perform relatively well in that defined space but would not be able to do so outside it.
Level 5 is functionally a human driver. You as a human could be driving off road, in an environment you’ve never been in before. Maybe it’s raining and muddy. Maybe there are unknown hazards within this novel geography, flooding, fallen trees, etc.
A Level 5 AV system would be able to perform equivalently to a human in those conditions. Again, it’s science fiction at this point, but essentially the end goes of vehicle automation is a system that can respond to novel and unpredictable circumstances in the same way a human driver would in that scenario. It’s really not defined much better than that end goal - because it’s not possible with current technology, it doesn’t correspond to a specific set of sensors or software system. It’s a performance-based, long-term goal.
This is why it’s so irresponsible for Tesla to continue to market their system as “Full self driving.” It is nowhere near as adaptable or capable as a human driver. They pretend or insinuate that they have a system equivalent to SAE Level 5 when the entire industry is a decade minimum away from such a system.
slaacaa@lemmy.world 2 days ago
I think this chart overcomplicates it a bit. Almost a decade ago, I worked on a very short project that touched on this topic. One expert explained to me that the difference between level 4 and 5 is that you don’t need a streeting wheel or pedals anymore. L5 can drive anywhere, anytime in all situations.