Abstract: Hot word free adaptation, of one or more function(s) of an automated assistant, responsive to determining, based on gaze measure(s) and/or active speech measure(s), that a user is engaging with the automated assistant. Implementations relate to various techniques for mitigating false positive occurrences of and/or false negative occurrences, of hot word free adaptation, through utilization of personalized parameter(s) for at least some user(s) of an assistant device. The personalized parameter(s) are utilized in determining whether condition(s) are satisfied, where those condition(s), if satisfied, indicate that the user is engaging in hot word free interaction with the automated assistant and result in adaptation of function(s) of the automated assistant.

Abstract: Hot word free adaptation, of function(s) of an automated assistant, responsive to determining, based on gaze measure(s) and/or active speech measure(s), that a user is engaging with the automated assistant. Implementations relate to techniques for mitigating false positive occurrences of and/or false negative occurrences, of hot word free adaptation, through utilization of a permissive parameter set in some situation(s) and a restrictive parameter set in other situation(s). For example, utilizing the restrictive parameter set when it is determined that a user is engaged in conversation with additional user(s). The permissive parameter set includes permissive parameter(s) that are more permissive than counterpart(s) in the restrictive parameter set.

Abstract: Architecture that introduces storage of an extra (skeleton) property of a document as well as default document properties on a server. In a specific messaging implementation, a MIME skeleton property is stamped on an arriving MIME messages. An incoming MIME message is shredded and all content that is currently saved to MAPI properties continues to be saved. The remaining message content that is not saved to the MAPI properties is stored in the skeleton property. The skeleton property includes all body part headers and any body part content that was not saved as a property on the item by the server. On retrieval of this message by a MIME client, the MIME message is regenerated in full fidelity by using the default set of properties in combination with the skeleton (or extra) property and the stored body content.

Abstract: Architecture that introduces storage of an extra (skeleton) property of a document as well as default document properties on a server. In a specific messaging implementation, a MIME skeleton property is stamped on an arriving MIME messages. An incoming MIME message is shredded and all content that is currently saved to MAPI properties continues to be saved. The remaining message content that is not saved to the MAPI properties is stored in the skeleton property. The skeleton property includes all body part headers and any body part content that was not saved as a property on the item by the server. On retrieval of this message by a MIME client, the MIME message is regenerated in full fidelity by using the default set of properties in combination with the skeleton (or extra) property and the stored body content.