Agentic AI & Autonomous Vehicle Liability: Technical Architecture and Safety Protocols
Agentic AI & Autonomous Vehicle Liability: Technical Architecture and Safety Protocols The Mechanical vs. Algorithmic Distinction In legacy vehicles, mechanical failure (such as brake system fatigue) assigns strict product liability to the automotive manufacturer under tort law. Algorithmic failure in an agentic autonomous system, however, presents non-deterministic behavior. Deep neural networks operating in edge-case environments can experience perceptual hallucinations or unexpected optimization pathways. When an agentic system makes an error, the cause is rarely a broken hardware link; it is a probabilistic miscalculation trained into the weights of the neural network. This non-deterministic reality challenges traditional legal causation. Under established legal systems worldwide, a plaintiff must prove negligence, breach of duty, and direct proximate cause. When an agentic fleet asset commits a navigational error under complex atmospheric conditions, is...
