Abstract: In one embodiment, a method includes receiving a voice input from a first user from a client system via an assistant xbot associated with an assistant system, determining that the voice input includes an out-of-coverage request including intents or slots that are unsupported by the assistant system, generating a contextual response for the out-of-coverage request, wherein the contextual response includes an implicit confirmation of the out-of-coverage request and a failure response to the out-of-coverage request, wherein the implicit confirmation references the voice input from the first user, and wherein the failure response indicates that the assistant system is unable to execute a task corresponding to the out-of-coverage request, and sending instructions for presenting the contextual response responsive to the voice input to the client system.

Abstract: System and method including an artificially intelligent assistant are described. An example method includes, in response to initiation of an artificially intelligent assistant at a head-wearable device, capturing contextual data. The contextual data includes one or more of image data, audio data, and/or sensor data. The method includes determining, based on the contextual data, a contextual cue, and providing a portion of the contextual data and a portion of the contextual cue to the artificially intelligent assistant. The method includes determining, by the artificially intelligent assistant, a user request based on the portion of the contextual data and the contextual cue, and receiving a response to the user request. The response is generated using a machine learning model. The method further includes causing the head-wearable device to present the response.

Abstract: System and method including an artificially intelligent assistant are described. An example method includes, in response to a user input initiating an artificially intelligent (AI) assistant, capturing contextual data including one or more of image data and audio data. The method includes generating, based on the contextual data, user query data including a user query and a portion of the contextual data. The method includes determining, using an AI assistant model that receives the user query data, a user prompt based on, at least the user query and the portion of the contextual data, and generating, by the AI assistant model, a response to the user prompt. The method further includes causing presentation of the response to the user prompt at a head-wearable device.

Abstract: In one embodiment, a method includes receiving a voice input from a first user from a client system via an assistant xbot associated with an assistant system, determining that the voice input includes an out-of-coverage request including intents or slots that are unsupported by the assistant system, generating a contextual response for the out-of-coverage request, wherein the contextual response includes an implicit confirmation of the out-of-coverage request and a failure response to the out-of-coverage request, wherein the implicit confirmation references the voice input from the first user, and wherein the failure response indicates that the assistant system is unable to execute a task corresponding to the out-of-coverage request, and sending instructions for presenting the contextual response responsive to the voice input to the client system.