Abstract: In one embodiment, a method includes rendering, for one or more displays of a XR display device, a first output image of an XR object within an XR environment in a field of view (FOV) of a first user, where the XR object has a first form, detecting a change in a context of the user with respect to the XR object, determining, based on the detected change in the context of the user, whether to invoke an attention system with respect to the XR object, and rendering, for the one or more displays of the XR display device, a second output image of the XR object responsive to invoking the attention system, where the XR object is morphed to have a second form indicating a first attention state, where the first attention state indicates a status of the XR object to interact with one or more first voice commands.

Abstract: In one embodiment, a method includes receiving a user input associated with a task from a client system associated with a first user, calculating an idle time associated with the task based on the user input and the task, determining a level of interactivity of content items to display for the first user during the idle time based on a length of the idle time and a type of the task, retrieving personalized content items based on the level of interactivity and contextual information associated with the task, and sending instructions to the client system for presenting the personalized content items during the idle time, wherein the personalized content items have the determined level of interactivity.

Abstract: In one embodiment, a method includes receiving, from an extended reality (XR) display device by one or more computing systems, an audio input of a user of the XR display device, wherein the audio input includes a voice command of several voice commands associated with a first application, wherein the several voice commands are executable by a natural-language understanding (NLU) model, determining a context of the user with respect to an extended reality (XR) environment, determining, based on the context, a tunable confidence interval for the NLU model to match the audio input to the first voice command, where the tunable confidence interval varies based on user context, and where the tunable confidence interval is set to a first tunable confidence level based on the context of the user, determining, by the NLU model, whether the audio input matches the voice command based on the first tunable confidence level.

Abstract: The systems and methods described herein can increase the accuracy of translations. Implementations can result in fewer input audio signals being transmitted between devices of a network. Reducing the number of redundant translation requests that are sent between the devices of a network can save bandwidth and other computational resources by processing fewer input audio signals.

Abstract: In one embodiment, a method includes receiving a user input associated with a task from a client system associated with a first user, calculating an idle time associated with the task based on the user input and the task, determining a level of interactivity of content items to display for the first user during the idle time based on a length of the idle time and a type of the task, retrieving personalized content items based on the level of interactivity and contextual information associated with the task, and sending instructions to the client system for presenting the personalized content items during the idle time, wherein the personalized content items have the determined level of interactivity.

Abstract: The present disclosure includes embodiments of a systems and methods of a community-based project platform for providing a collaborative project platform for projects. The embodiments of the methods may include determining one or more available projects for a first set of one or more users, based on a tag for each of the first set of one or more users and a type of the one or more available projects. In response to the determining of the one or more available projects for the first set of one or more users, the methods may additionally include, displaying the one or more available projects to the first set of one or more users.

Abstract: The systems and methods described herein can generate a voice-based interface to increase the accuracy of translations. The voice-based interface can result in fewer input audio signals being transmitted between devices of a network. Reducing the number of redundant translation requests that are sent between the devices of a network can save bandwidth and other computational resources by processing fewer input audio signals.

Abstract: The systems and methods described herein can generate a voice-based interface to increase the accuracy of translations. The voice-based interface can result in fewer input audio signals being transmitted between devices of a network. A method includes: receiving a first input audio signal; generating, based on the first input audio signal, a first translation string in a second language and a second translation string in a first language; determining a first translation score based on a likelihood that the first input audio signal includes an utterance in the first language and a second translation score based on a likelihood that the first input audio signal includes an utterance in the second language; selecting the first translation string based on the first translation score and the second translation score; generating an output signal from the first translation string; and transmitting the output signal to the client device.

Abstract: In one embodiment, a method includes receiving a user input associated with a task from a client system associated with a first user, calculating an idle time associated with the task based on the user input and the task, determining a level of interactivity of content items to display for the first user during the idle time based on a length of the idle time and a type of the task, retrieving personalized content items based on the level of interactivity and contextual information associated with the task, and sending instructions to the client system for presenting the personalized content items during the idle time, wherein the personalized content items have the determined level of interactivity.

Abstract: In one embodiment, a method includes receiving a media content for delivery to a first user, wherein the media content is associated with a priority level, accessing context information associated with the first user, wherein the context information is determined based on one or more multimodal signals from a client device associated with the first user, determining a delivery level for the media content based on the priority level of the media content and the context information, and instructing the client device to present a notification associated with the media content to the first user, wherein the notification is rendered in one or more modalities determined based on the delivery level for the media content.

Abstract: The systems and methods described herein can generate a voice-based interface to increase the accuracy of translations. The voice-based interface can result in fewer input audio signals being transmitted between devices of a network. Reducing the number of redundant translation requests that are sent between the devices of a network can save bandwidth and other computational resources by processing fewer input audio signals.

Abstract: The systems and methods described herein can generate a voice-based interface to increase the accuracy of translations. The voice-based interface can result in fewer input audio signals being transmitted between devices of a network. Reducing the number of redundant translation requests that are sent between the devices of a network can save bandwidth and other computational resources by processing fewer input audio signals.

Abstract: In one embodiment, a method includes receiving a media content for delivery to a first user, wherein the media content is associated with a priority level, accessing context information associated with the first user, wherein the context information is determined based on one or more multimodal signals from a client device associated with the first user, determining a delivery level for the media content based on the priority level of the media content and the context information, and instructing the client device to present a notification associated with the media content to the first user, wherein the notification is rendered in one or more modalities determined based on the delivery level for the media content.

Abstract: The systems and methods described herein can generate a voice-based interface to increase the accuracy of translations. The voice-based interface can result in fewer input audio signals being transmitted between devices of a network. Reducing the number of redundant translation requests that are sent between the devices of a network can save bandwidth and other computational resources by processing fewer input audio signals.

Abstract: Provided are internalizing nucleic acid molecules (“iNA”) that can bind and internalize into target cells containing a cell surface molecule to which the iNA can bind; an iNA further modified to include at least one chemical modification, wherein the at least one modification is selected from the group consisting of a chemical substitution in the nucleic acid sequence of the iNA, incorporation of a modified nucleotide into the iNA, conjugation to a linker, and conjugation to at least one effector moiety comprising one or more of a drug or a detectable moiety or a combination thereof; and methods of using modified iNA to deliver at least one effector moiety into the target cells.

Abstract: A method for cutting a transparent brittle material using pulsed laser-radiation is disclosed. A beam of pulsed laser-radiation having an optical-axis is focused in the material by a variable-focus lens or mirror. The focus is translated along the optical-axis while the material is moved with respect to the beam to create an array of defects along a cutting path.

Abstract: Provided are internalizing nucleic acid molecules (“iNA”) that can bind and internalize into target cells containing a cell surface molecule to which the iNA can bind; an iNA further modified to include at least one chemical modification, wherein the at least one modification is selected from the group consisting of a chemical substitution in the nucleic acid sequence of the iNA, incorporation of a modified nucleotide into the iNA, conjugation to a linker, and conjugation to at least one effector moiety comprising one or more of a drug or a detectable moiety or a combination thereof; and methods of using modified iNA to deliver at least one effector moiety into the target cells.

Abstract: Systems and methods for processing, selectively ablating, and singulating layered materials. According to some embodiments, methods for selectively ablating a layered material may include selectively varying a wavelength of at least a portion of a primary ultrafast laser beam to create a secondary ultrafast laser beam with a second wavelength, the primary ultrafast laser beam being configured to ablate a layer of the layered material, the secondary ultrafast laser beam being configured to ablate an additional layer of the layered material and applying the first and second ultrafast laser beams to the layered material to create a singulated product.

Abstract: Systems and methods for laser based processing of layered materials. Methods may include selectively adjusting ultrafast laser output of an ultrafast laser device based upon one or more physical attributes of a layer of the layered material, applying the ultrafast laser output of the ultrafast laser device to the layer of the layered material along a tool path to ablate the layer along the tool path, and then re-executing the steps to ablate one or more additional layers, the re-execution occurring for each distinct layer of the layered material that is to be ablated.

Abstract: An apparatus for athermal ablation of a workpiece. The apparatus may include a laser device to direct a laser beam at the workpiece to remove a plurality of sections from the workpiece by athermal ablation. The removal may occur in a plurality of discrete motions that cause the laser beam to trace along outer perimeters of the sections in a specific order maintaining mechanical stability of the plurality of sections. The apparatus may further include a process gas nozzle to deliver process gas coaxially with the laser beam to clear debris and cool the workpiece, and a workpiece holder to hold and maneuver the workpiece during the removal of the plurality of sections.