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Cars use AI for steering control (et al) and technology very similar to RLVR (hold the RL), eg property-based testing and formal verification, to prove the soun
by weitendorf 21d ago
Cars use AI for steering control (et al) and technology very similar to RLVR (hold the RL), eg property-based testing and formal verification, to prove the soundness of their embedded systems. Most of us in San Francisco trust Waymo with our lives more than human uber/Lyft drivers
As long as you can verify/test and take accountability for the thing you put your name on there’s no reason not to treat it as a process or search problem rather than one you assemble yourself by hand. The only problem is that it’s ironically much harder and more engineering than most “software engineers” are willing or able to do.
I spent several years working on permutation testing/experimentation and creating e2e verification of infrastructure because at scale, or when reliability/correctness are critical, you cannot rely on a single person’s mental model, or for the world to not drift around a system as it works now. That kind of system is what allows you to use LLMs or engineers who don’t know everything about it to improve or change it. It’s more science than art, which is often (but not always) what you want