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AI, Autonomy, V&V and Abstractions – Automating at Hyper Speed

In this blog, I will look at the near-term future of AI-based autonomy and will discuss: trends in AI-based autonomy - E.g. the move to “end-to-end”, the growing role of V&V in autonomy and the need for a common tool for both V&V and implementation of AI-based systems

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The need for realistic and reliable driving data is imperative for training AI-powered AV stacks with end-to-end planning models, and yet, real-world data is limited in diversity and scale. The solution is to generate synthetic data that is both scalable and controllable....
ASAM OpenSCENARIO® DSL 2.1.0 (OSC DSL 2.1.0) is a human-readable scenario definition language that is a standardized format used to describe test scenarios for the development, testing, and validation of Advanced Driver-Assistance Systems (ADAS) and Automated Driving Systems (ADS) functions....
Today’s interview is in a Q&A format, giving you the chance to gain firsthand insights from Gil into a deeper dive into how Operational Design Domain (ODD)-based scenario generation and coverage analysis can streamline V&V processes and ensure the safety and success of autonomous vehicles....