There's a big truck in front of you the cameras can't see beyond travelling at speed... ahead of him is another vehicle that unexpectedly brakes very hard (reason is irrelevant but maybe an accident, animal crossing the road, debris, whatever).
The cameras can't see the guy in front of the big truck braking hard.
Radar can.
If the guy in the big truck is slow to react, so will the cameras be slow to react. Not so the radar.
There's been actual examples of this in Teslas preventing accidents.
See video from a Tesla that avoids an accident explicitly because of this here:
Tesla's Autopilot 8.0 has a particularly clever feature: it uses radar to track road activity two cars ahead, helping it avoid danger that you wouldn't normally see. And it now appears that this tech just averted a disaster. Dutch Model X owner Frank van Hoesel has dashcam footage showing his...
www.engadget.com
In fairness, the
same guy a few years ago went on at some length about how much
better radar makes the system.
In both quotes he cites something cameras
physically can not do as a reason radar adds value and safety.
So far the best explanation for the change I've seen has nothing to do with the fact radar is adding info the cameras can't-it's 2 limitations Tesla might be running into with continuing to COMBINE that added data with the 4D re-write.
Specifically-
First, it processes all camera input as 360-degree panoramic video frames, and Tesla doesn't have 360-degree radar.
Second, and more importantly, the ratio of deep learning research published on processing camera images vs. processing radar signals is probably like 10,000:1 or 100,000:1. A hard research problem that Tesla has been working on is how to get a neural net to compare sequential video frames, thereby incorporating temporal information into its predictions (rather than treat every still image as belonging to its own universe. It may just now be possible to do this with camera images, but I'm fairly certain it's still impossible to do this with radar signals.
Credit for the above suggestions goes to user Shrineofachance and I'd suggest further discussion might better move to the thread I'm reposting those ideas from-(post 16 specifically)
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