When an accident occurs in a hybrid robotaxi, does legal liability fall on the human safety monitor or the software?

Determining fault in a hybrid autonomous system involves a complex split between product liability and driver negligence. Because these vehicles operate in a hybrid capacity, legal frameworks will look at what the driver—the safety monitor—was actually doing at the moment of impact. If the software fails to detect a pedestrian despite the sensor data being clear, the manufacturer or the software provider often faces product liability claims. In these cases, the defect lies within the code itself.

However, if the system issues a prompt for human intervention and the monitor fails to respond in time, the burden shifts. Legal experts view the human monitor as a legal driver. Consequently, personal negligence or a failure to maintain situational awareness can lead to individual or employer liability. It is not an either/or scenario. Instead, investigators use telematics and black-box data to reconstruct the event.

By analyzing reaction times and system logs, courts decide whether the accident stemmed from a technical glitch or human error. We expect a multi-layered insurance model to manage these risks, where vehicle insurance covers software malfunctions and professional liability covers human oversight failures.