METHODS AND APPARATUS TO UPDATE USER INTERFACES

DRIVE June 18, 2026
Source
Systems, apparatus, articles of manufacture, and methods are disclosed. An example vehicle comprises a sensor; an actuator; user interface circuitry; machine-readable instructions; and programmable circuitry to at least one of instantiate or execute the machine-readable instructions to: collect vehicle usage data that includes one or more of: a signal produced by the user interface circuitry, a signal produced by the sensor, or a signal produced by the actuator; execute a machine learning model to a) generate a condition and b) identify information that corresponds to the condition, wherein the machine learning model uses a first amount of the vehicle usage data as an input; determine the condition has been satisfied by monitoring a second amount of the vehicle usage data, wherein the second amount of the vehicle usage data is collected after the first amount; and in response to the determination, update the user interface circuitry to present the information.

Discussion in the ATmosphere

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