According to 36Kr, IT之家 AI, and TechNews, NVIDIA introduced Halos SAFE, a framework that brings simulation, software- and hardware-in-the-loop testing, road testing, and real-time fleet monitoring into one evaluation process using standardized scenarios, tests, and performance metrics. It is intended to produce traceable safety-validation records for review by regulators and partners. Reports say Bolt, Lucid, Mercedes-Benz, Volkswagen Commercial Vehicles, Volvo Cars, and Einride plan to use NVIDIA's Hyperion platform for autonomous taxi, van, and freight projects spanning L3 and L4 systems and future robotaxi fleets. Bolt plans at least 25,000 L4-capable Lucid vehicles in Europe. If approved, its first phase is scheduled to begin road-data collection in Madrid in 2027; no formal commercial-operation date has been announced.