CONTROL ACTIVATION OF AN AUTONOMOUS NAVIGATION FUNCTION OF A VEHICLE

Controlling activation of an autonomous navigation function of a vehicle is provided. A system can include a data processing system with one or more processors, coupled to memory. The data processing system can determine, based on data collected from a vehicle and using a machine learning model trained on historical driving data associated with a driver of the vehicle and a driver having a driver profile corresponding to the historical driving data, that a vehicle controller of the vehicle is configured to autonomously navigate the vehicle through a scenario, facilitate, based on the collected data and the trained model, display of a prompt at the vehicle to activate autonomous navigation of the vehicle for the scenario, and upon receiving an indication of activation from the driver, provide instructions to the vehicle controller to perform autonomous driving control through the scenario, thereby reducing likelihood of error and lowering insurance premiums.