Ford Global Technolgoies, LLC

Jonathan Niemi

Daryl Joseph Martin

Fling Finn Tseng

Devesh Upadhyay

Johannes Geir Kristinsson

Shiqi Qiu

Himanshu Verma

Bhagyashri Satyabodha Katti

Christopher Sartori

Glenn Vording

An identifier for first set of display content on a vehicle display is input to a statistical model that outputs a plurality of probabilities that a user input will select each of a plurality of second set of display contents for display after the first set of display content is displayed. A first probability is identified for a predicted set of display content that is a highest probability in the plurality of probabilities. The plurality of probabilities are provided to at least one of an optimization model and a neural network upon determining an accuracy of the statistical model is below a threshold. Upon receiving, from the at least one of the optimization model and the neural network, a second probability for the predicted set of display content, the display content is selected based on the first and second probabilities. The vehicle display is updated based on the selected set of display content.

Vehicle display

A vehicle includes a first controller; and a second controller, wherein the first controller is programmed to responsive to detecting a failure, generate a failure event, identify the second controller as related to the failure event, identify logs of the first controller and second controller as related to the failure event, collect logs of the first controller, and transmit a failure message including a request for the logs of the second controller to the second controller, and the second controller is programmed to responsive to receiving the failure message from the first controller, collect logs of the second controller as requested, and send a request for a security token to a server, and responsive to receiving the security token from the server, upload the logs of the second controller, as collected using the security token, to the server, and send the security token to the first controller.

Secure log capture

Growing community of inventors

Waterloo, Canada

Jonathan Niemi