Abstract: A software and/or hardware to monitor system usage including how long system ran on a battery or with an AC adapter. The software and/or hardware judges whether fast charging is needed and/or how much charge is needed, and optimizes battery charging settings.

Abstract: Various systems and methods for implementing automatic thermal policy tuning are described herein. A system for thermal policy tuning on an electronic device, comprising: a memory device configured to store instructions; and a processor subsystem, which when configured by the instructions, is operable to perform the operations comprising: accessing a thermal policy configuration comprising a plurality of parameters to control a thermal policy of the electronic device; using the thermal policy configuration as input to a machine-learning algorithm, the machine-learning algorithm using an objective function to determine a revised thermal policy configuration; and implementing the revised thermal policy configuration on the electronic device.