Recently, the automotive sector has been abuzz with CarSoo's ambitious autonomous driving safety science initiative, titled "CarSoo Smart Driving Arena." This program has garnered significant attention, primarily due to its focus on the contentious subject of autonomous driving in electric vehicles. Additionally, its extensive test portfolio, encompassing a diverse array of scenarios, including accident scene reconstructions, and its comprehensive coverage of numerous brands on a grand scale, have further piqued industry interest.