Amazon patents privacy filters for AI data retrieval

1. A system comprising: data processing hardware; and memory in communication with the data processing hardware, the memory storing instructions, wherein execution of the instructions by the data processing hardware causes the data processing hardware to: identify at least one of a first input to a machine learning model or a first output of the machine learning model; identify one or more first tags associated with operation of the machine learning model based on the at least one of the first input or the first output, wherein the one or more first tags indicate a privacy-based authorization or a privacy-based restriction associated with the operation of the machine learning model; determine that the at least one of the first input or the first output satisfies one or more parameters associated with provision of contextual data to the machine learning model; obtain, from a data store that is external to the system, contextual data based on determining that the at least one of the first input or the first output satisfies the one or more parameters associated with the provision of contextual data to the machine learning model; compare the one or more first tags associated with the operation of the machine learning model with one or more second tags associated with the contextual data; identify at least a portion of the contextual data based on the contextual data and comparing the one or more first tags associated with the operation of the machine learning model with the one or more second tags associated with the contextual data, wherein the at least a portion of the contextual data comprises private data, and wherein the at least a portion of the one or more second tags are different from the one or more first tags; filter the contextual data to remove the at least a portion of the contextual data and obtain filtered contextual data; and provide, to the machine learning model, the filtered contextual data, wherein the machine learning model generates a second output based on the filtered contextual data.