Abstract: This disclosure relates to methods, non-transitory computer readable media, and systems apply machine-learning techniques and computational analysis to extract topics from textual content and reconnect the textual content with the extracted topics. To illustrate, the disclosed systems utilize a topic generation model to generate a topic data structure (including extracted topics and associated keywords) from unstructured text based on underlying themes within the unstructured text. Furthermore, the disclosed systems utilize a reverb correlation model to reconnect the unstructured text to the extracted topics by determining correlations between the text and the extracted topics. Additionally, in certain embodiments, the disclosed systems utilize a reverb correlation model (and/or additional models) to provide detailed explanations of the reasons particular text is correlated with particular topics.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for using a synthetic audience to respond to queries. For example, in one or more embodiments, the disclosed systems receive, from a client device, a query for informational responses from an audience of respondents. The disclosed systems further generate, using a large language model and in response to the query, a set of informational responses from a set of synthetic respondents. Additionally, the disclosed systems provide, for display on the client device, a presentation of the set of informational responses from the set of synthetic respondents.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing machine learning to generate an obfuscated summary for employee feedback data and generating a modification suggestion based on the employee feedback data. In particular, in one or more embodiments, the disclosed systems generate a prompt for an obfuscation and summary generation large language model to generate an obfuscated summary of employee feedback data and provide the obfuscated summary within a manager feedback interface on a manager client device. Moreover, in one or more embodiments, the disclosed systems receive a request to generate a modification suggestion from the manager feedback interface, then utilize a recommendation large language model to generate a modification suggestion based on the employee feedback data. Further, the disclosed systems provide the modification within the manager feedback interface on the manager client device.

Abstract: Systems, devices, and methods for providing assistance in human-to-human interactions are described. When it is determined that a user of a wearable heads-up display is interacting with another human, interaction assistance information can be presented to the user, such as biographic information relating to the other human, indication of emotional states of the user and/or other human, indication of when the interaction is one-sided, candidate conversation topics and candidate conversation questions. Additionally, interaction assistance functions or applications can also be provided which enable recording and storing of interactions, generation of summaries or lists based on the interaction, transcription of the interaction, note taking, event input, and notification management.

Abstract: The present systems, devices, and methods generally relate to controlling wearable displays during vehicle operation, and particularly to detecting when a user is operating a vehicle and restricting operation of a wearable display to prevent the user from being distracted. At least one processor of a wearable display system receives user context data from at least one user context sensor, and determines whether the user is operating a vehicle based on the user context data. If the user is operating a vehicle, presentation of at least one user interface is restricted. Unrestricted access can be restored by inputting an unlock input to override the restriction, or by analysis of additional user context data at a later time.

Abstract: Systems and methods for displaying a visual interface in a display of a head-mounted wearable device when the display may occlude objects in the user's physical environment while in use. An image detection device oriented generally in-line with the user's line of sight is used to capture at least one image. One or more objects are detected in the at least one image and, based on the detection of the one or more objects, an environmental interaction mode may be activated or deactivated. In the environmental interaction mode, the user interface may be modified or disabled to facilitate viewing of the physical environment.

Abstract: A method of pervasive memory augmentation includes receiving a request to augment a memory via a heads-up display having a field of view and generating one or more processor-readable memory cues that are connected to the memory. A cued content is generated based on the one or more processor-readable memory cues. The cued content is presented in a display space in the field of view of the heads-up display on a spaced repetition schedule.

Abstract: Systems, devices, and methods for providing assistance in human-to-human interactions are described. When it is determined that a user of a wearable heads-up display is interacting with another human, interaction assistance information can be presented to the user, such as biographic information relating to the other human, indication of emotional states of the user and/or other human, indication of when the interaction is one-sided, candidate conversation topics and candidate conversation questions. Additionally, interaction assistance functions or applications can also be provided which enable recording and storing of interactions, generation of summaries or lists based on the interaction, transcription of the interaction, note taking, event input, and notification management.

Abstract: Techniques and systems associate augmented tag data with content data and provide for output of content associated with the content data. An augmented tag data is generated by associating anchor tag data with secondary tag data, the anchor tag data and the secondary tag data being associated with an image. Content data is associated with the augmented tag data and the augmented tag data is output in association with the content data. In another approach, a wearable heads up display (WHUD) or other system captures a live view (LV) image in a line of sight of a user of the WHUD, a match is detected between the augmented tag data and a combination of anchor tag data and secondary tag data associated with the LV image, and the content associated the content data is output via the WHUD.

Abstract: Systems, devices, and methods for providing assistance in human-to-human interactions are described. When it is determined that a user of a wearable heads-up display is interacting with another human, interaction assistance information can be presented to the user, such as biographic information relating to the other human, indication of emotional states of the user and/or other human, indication of when the interaction is one-sided, candidate conversation topics and candidate conversation questions. Additionally, interaction assistance functions or applications can also be provided which enable recording and storing of interactions, generation of summaries or lists based on the interaction, transcription of the interaction, note taking, event input, and notification management.

Abstract: Systems, devices, and methods for notification management are described. At least one processor determines whether a user is interacting with another human based on user context data from at least one user context sensor, such as a microphone, a camera, an IMU, an eye tracking system, or proximity sensors, and modifies presentation of notification content if the user is interacting with another human. Modification of presentation of notification content can include repositioning or resizing displayed notification content; modifying intensity, frequency, or pattern of vibratory notification presentation; changing visual notification presentation to vibratory presentation; changing vibratory notification presentation to visual presentation; and delaying presentation of notification content, for example.

Abstract: Systems and methods for displaying a visual interface in a display of a head-mounted wearable device when the display may occlude objects in the user's physical environment while in use. An image detection device oriented generally in-line with the user's line of sight is used to capture at least one image. One or more objects are detected in the at least one image and, based on the detection of the one or more objects, an environmental interaction mode may be activated or deactivated. In the environmental interaction mode, the user interface may be modified or disabled to facilitate viewing of the physical environment.

Abstract: A method of pervasive memory augmentation includes receiving a request to augment a memory via a heads-up display having a field of view and generating one or more processor-readable memory cues that are connected to the memory. A cued content is generated based on the one or more processor-readable memory cues. The cued content is presented in a display space in the field of view of the heads-up display on a spaced repetition schedule.

Abstract: Systems, devices, and methods for providing assistance in human-to-human interactions are described. When it is determined that a user of a wearable heads-up display is interacting with another human, interaction assistance information can be presented to the user, such as biographic information relating to the other human, indication of emotional states of the user and/or other human, indication of when the interaction is one-sided, candidate conversation topics and candidate conversation questions. Additionally, interaction assistance functions or applications can also be provided which enable recording and storing of interactions, generation of summaries or lists based on the interaction, transcription of the interaction, note taking, event input, and notification management.

Abstract: The present systems, devices, and methods generally relate to controlling wearable displays during vehicle operation, and particularly to detecting when a user is operating a vehicle and restricting operation of a wearable display to prevent the user from being distracted. At least one processor of a wearable display system receives user context data from at least one user context sensor, and determines whether the user is operating a vehicle based on the user context data. If the user is operating a vehicle, presentation of at least one user interface is restricted. Unrestricted access can be restored by inputting an unlock input to override the restriction, or by analysis of additional user context data at a later time.

Abstract: Systems, devices, and methods for notification management are described. At least one processor determines whether a user is interacting with another human based on user context data from at least one user context sensor, such as a microphone, a camera, an IMU, an eye tracking system, or proximity sensors, and modifies presentation of notification content if the user is interacting with another human. Modification of presentation of notification content can include repositioning or resizing displayed notification content; modifying intensity, frequency, or pattern of vibratory notification presentation; changing visual notification presentation to vibratory presentation; changing vibratory notification presentation to visual presentation; and delaying presentation of notification content, for example.

Abstract: The present invention provides vehicle dealerships with an UWB enabled smart tag that is installed on the vehicle's windshield. The smart tag broadcasts its location via UWB on a predetermined schedule or as a response to movement. The smart tags location is determined by UWB anchors which use MLAT to localize the tag. The present invention allows dealership personnel to more accurately mange their inventory. The present invention allows banks and lending institutions to more accurately ascertain physical location of vehicles that are floor planed. The present invention results in lower total cost of operations for the dealership. The present invention takes the practices of a timely accurate physical inventory reconciliation puts them into real-time perpetuity of the dealership's operations. The present invention reduces time to market by automating the workflow of vehicles at a dealership.

Abstract: A child safety device for a casement window includes a handle-driven gear reduction assembly having a sensor gear driven at a reduced speed relative to the handle, a sensor arm driven by the sensor gear of the gear reduction assembly and a slider movable between a stop position where rotation of the handle is prevented and a retracted position where rotation is allowed. A spring biases the slider towards the stop position. The slider is held in the retracted position by a catch and is released by the sensor arm to prevent further opening of the window when the sensor gear reaches a predetermined location. The safety device resets when the window is closed and can be overridden to allow full opening of the window by an adult. In the preferred design, the child safety device is a cover that can replace the cover of an existing casement window operator.

Abstract: The present disclosure includes an adjustable door frame assembly and method for framing a door opening. The adjustable door frame assembly comprises first and second alignment members providing a first securing structure to a door opening, one of the first and second alignment members being rotatably connected to a door during installation. The adjustable door frame assembly further comprises an alignment header connecting the first and second alignment members along an upper end of the alignment members and an alignment assembly located within at least one of the first and second alignment members. The alignment assembly comprises an adjustable stop for locating the adjustable door frame assembly about the door opening. The adjustable door frame assembly also comprises first and second cover members providing a second securing structure to the door opening independently of the first securing structure.

Abstract: A child safety device for a casement window includes a handle-driven gear reduction assembly having a sensor gear driven at a reduced speed relative to the handle, a sensor arm driven by the sensor gear of the gear reduction assembly and a slider movable between a stop position where rotation of the handle is prevented and a retracted position where rotation is allowed. A spring biases the slider towards the stop position. The slider is held in the retracted position by a catch and is released by the sensor arm to prevent further opening of the window when the sensor gear reaches a predetermined location. The safety device resets when the window is closed and can be overridden to allow full opening of the window by an adult. In the preferred design, the child safety device is a cover that can replace the cover of an existing casement window operator.