Artificial intelligence is reshaping industries through physical AI systems that perceive environments, make real-time decisions, and act in the physical world via robots, autonomous vehicles, and drones. As these systems control physical operations, algorithmic errors can cause physical harm, raising complex questions about liability, safety, and regulatory compliance. The European regulatory landscape has evolved significantly with the EU AI Act, new Machinery Regulation, revised Product Liability Directi