Earlier quoted context omitted.
Maybe it's just me, but the regulatory oversight around these automated features seems insufficient. I'm trying to imagine equivalents from older passive safety technology like seatbelts that don't always work, airbags that pop out prematurely, or cruise control that accelerates without warning. Doesn't seem like those would pass muster "back in the day"? (Not to mention Uber autonomous vehicle flat out killing a ped…
Regulating technology is difficult. You can easily set up a mechanical seatbelt test that tests a mechanism 1000 times, but how would you test an algorithm? Also, many people died before seatbelts became mandatory; so much for "back in the day".
You can send out drivers that test if it works well. And then you can record that data, and check what is causing the issues and add these frames as test data?
But the testing IMHO is a bit too late. You need UX designers and psychologists giving inputs from the start. You need SW quality by design, not by process. You need to rid yourself of any management layers that don't understand software.