Part 9/13:
Tesla has built advanced simulation and validation tools, including neural scene generation, which produce consistent, multi-camera videos reflecting real-world environments. This synthetic environment allows for:
Historical replay: Revisiting past driving situations to verify if the system performed adequately.
Synthetic scenario creation: Introducing adversarial or edge-case events—such as vehicles cutting across lanes—to test the system’s safety and reliability.
Real-time rendering: Making the neural scene generator fast enough for real-time testing, enabling looped driving scenarios within highly realistic virtual environments.