Misc stuff: Mobileye, simulations and test tracks

Summary: This is another “What’s new in verification land” post. It describes a video and a paper from Mobileye, and takes that opportunity to revisit four topics: How Autonomous Vehicles should handle unstructured human interaction, how to balance Reinforcement Learning and safety, why simulation is the main way to validate safety in these unstructured environments, … More Misc stuff: Mobileye, simulations and test tracks

Formal verification of really-complex systems

Summary: This post describes some new attempts at formal verification of complex systems (mainly AVs and ML-based systems) In general, I think Formal Verification (FV) will only have a limited role in verifying Intelligent Autonomous Systems (IAS) and ML-based systems, because those systems are so complex and heterogenous. In FV has better PR than CDV … More Formal verification of really-complex systems