Abstract: In one embodiment, a method includes rendering a first output image comprising one or more augmented-reality (AR) objects for displays of an AR rendering device of an AR system associated with a first user. The method further includes accessing sensor signals associated with the first user. The one or more sensor signals may be captured by sensors of the AR system. The method further includes detecting a change in a context of the first user with respect to a real-world environment based on the sensor signals. The method further includes rendering a second output image comprising the AR objects for the displays of the AR rendering device. One or more of the AR objects may be adapted based on the detected change in the context of the first user.

Abstract: In one embodiment, a method includes receiving a multimodal input from a first client system associated with a first user via an assistant xbot, wherein the multimodal input comprises first images captured by cameras of the first client system and voice inputs by the first user, wherein the voice inputs comprise personalized labels corresponding to the first images, storing the first images and the personalized labels as a first digital memory of the first user, receiving a user request by the first user referencing one or more of the personalized labels from the first client system via the assistant xbot, generating a response for the first user based on the first digital memory and the referenced personalized labels, and sending instructions for presenting the response to the first user to the first client system via the assistant xbot.

Abstract: In one embodiment, a method includes receiving a user input corresponding to a task from a first user at a client system, determining that executing the task is to be triggered by client-side events being satisfied and server-side events being satisfied, determining that the client-side events are satisfied, sending a first indication that the client-side events are satisfied from the client system to a remote server, wherein the first indication comprises no privacy-sensitive information regarding the client-side events, receiving a second indication of the server-side events being satisfied at the client system from the remote server, and executing the task.

Abstract: In one embodiment, a method includes rendering a first output image comprising one or more augmented-reality (AR) objects for displays of an AR rendering device of an AR system associated with a first user. The method further includes accessing sensor signals associated with the first user. The one or more sensor signals may be captured by sensors of the AR system. The method further includes detecting a change in a context of the first user with respect to a real-world environment based on the sensor signals. The method further includes rendering a second output image comprising the AR objects for the displays of the AR rendering device. One or more of the AR objects may be adapted based on the detected change in the context of the first user.

Abstract: Systems, methods, and non-transitory computer-readable media can select a first sample set comprising one or more data elements from a dataset based on a first priority score ranking at a first time for a first analysis. A second sample set comprising one or more data elements from the dataset is selected based on a second priority score ranking at a second time for a second analysis. An evaluation subset of one or more data elements from the second sample set is determined based on a comparison of the first sample set and the second sample set. The data elements in the second sample set that are not included in the evaluation subset are not analyzed ni the second analysis.