11. The system of claim 9 , wherein the one or more physical processors are further caused to: update the personalized cognitive model associated with the user based on the indication that the first interpretation is not correct, wherein proactively perform the second action based on the second interpretation comprises performing the second action based on the updated personalized cognitive model.
9. A system for processing natural language utterances, comprising: one or more physical processors programmed to execute one or more computer program instructions which, when executed, cause the one or more physical processors to: receive a natural language command associated with a user; generate a first interpretation of the natural language command based on one or more recognized words of the natural language command; perform a first action specified by the natural language command based on the first interpretation; access, by the computer system, a personalized cognitive model to proactively select a second interpretation of the natural language command responsive to an indication from the user that the first interpretation is not correct; and proactively perform a second action specified by the natural language command based on the second interpretation.