Abstract: The present technology pertains to receiving at least one reference item and at least one candidate item by a context-sensitive classifier, and providing a prediction, by the context-sensitive classifier, of whether the candidate item is contextually compatible or incompatible with the reference item. The present technology can determine whether to present the candidate item in a user interface based on the prediction of whether the candidate item is contextually compatible or incompatible with the reference item.

Abstract: Based on changes in a battery (e.g., age, temperature) of an electronic device, battery power prediction and correction logic of the electronic device may correct a power capability and/or regulate power associated with the battery. For example, the battery power prediction and correction logic may operate the battery to supply up to a maximum of a power capability with an applied correction factor based on a voltage measurement and a cutoff voltage associated with the battery.