Abstract: Systems and methods for presenting an interface for additional content suggestion can include obtaining data descriptive of the displayed content and determining additional content associated with the displayed content. An interface can then be provided that displays data associated with the displayed content and the additional content. The interface can include a first viewing window for displaying a portion of the displayed content and a second viewing window for displaying a snippet associated with the additional content.

Abstract: An actuator control system can include a plurality of electro-mechanical actuators for operating one or more end effectors, a plurality of position sensors associated with the plurality of electro-mechanical actuators, each of the plurality of positions sensors providing an output indicating an actual position value, and a control system. The control system can be configured to receive an activation command signal and the position sensor outputs, and send a speed command for each of the plurality of electro-mechanical actuators and adjust the speed command of each of the plurality of electro-mechanical actuators using a mean position value based on the actual position values to synchronize movement of the plurality of electro-mechanical actuators together.

Abstract: The disclosed technology is directed towards presenting communications data to a responding entity that are relevant to an emergency situation at an emergency location. The communications data can be obtained from communications (e.g., text messages, transmitted video, voice calls and the like) that involve at least one user device at the situation, including communications that do not involve the responding entity. Users may opt in to such an emergency service to allow access to their communications, whereby their device locations are tracked and known in the event of an emergency. Upon obtaining the communications data, a responder can receive a view of the scene augmented with the communications data. The view can include a three-dimensional and/or two-dimensional representation of the zone/area of the emergency situation. Filtering can be used to eliminate irrelevant communications, and summarization can be used to combine generally redundant communications.

Abstract: The disclosed technology is directed towards enabling a property, such as via a device associated with a residential or commercial property, to identify an issue and arrange for mediation of the issue. For example, a service provider can be automatically scheduled to resolve a maintenance issue at a scheduled time, with controlled (e.g., key code-based) property access granted to the service provider in the corresponding timeframe. Sensor data obtained from a sensor associated with the property can be analyzed to determine when an incident related to the property has occurred that needs mediation. An action to remediate the incident is determined and taken, such as to schedule a repair. An automated action can also be taken, e.g., to temporarily halt damage resulting from the issue until the repair can take place. If needed, communication between the party responsible for the property and the service provider is facilitated.

Abstract: The disclosed technology is directed towards facilitating communication with an unknown person via a device of the person having an unknown communications address. The presence of a visible person at a location can be determined, and a communications device at or near that location can be detected as a candidate device associated with that person. The device's current location, which can be regularly registered along with its communication address, is matched to the person's visible location. Communication via the device, such as by a responder, whether with the person and/or to obtain information from the device, is based on the registered communication address. The person's identity and other data may be obtainable. For a non-visible person, e.g., underneath an obstruction, the location of a detected device predicts the likely presence of a person near that location. A map may be generated showing locations of multiple detected devices.

Abstract: A surface cleaning device includes a nozzle and an odor dial assembly. The nozzle includes a nozzle housing and a dirty air passageway. The odor dial assembly include a fragrance member and a dial body configured to be removably coupled to the nozzle housing. The dial body at least partially defines a fragrance cavity configured to at least partially receive the fragrance member and a fragrance passageway extending therethrough. The odor dial assembly is configured to transition between a plurality of user-selectable positions to adjust an amount of fragrance particles released by the fragrance member into the dirty air passageway.

Abstract: Some embodiments include an integrated structure having vertically-stacked conductive levels alternating with dielectric levels. A layer over the conductive levels includes silicon, nitrogen, and one or more of carbon, oxygen, boron and phosphorus. In some embodiments the vertically-stacked conductive levels are wordline levels within a NAND memory array. Some embodiments include an integrated structure having vertically-stacked conductive levels alternating with dielectric levels. Vertically-stacked NAND memory cells are along the conductive levels within a memory array region. A staircase region is proximate the memory array region. The staircase region has electrical contacts in one-to-one correspondence with the conductive levels. A layer is over the memory array region and over the staircase region. The layer includes silicon, nitrogen, and one or more of carbon, oxygen, boron and phosphorus.

Abstract: The disclosed technology is directed towards providing guidance, e.g., point-to-point audio guidance, along an evacuation route. The presence of occupant(s) within a structure/area is monitored. If an evacuation event occurs, an evacuation route is determined for each occupant based on their current monitored starting location. Guidance is output, e.g., by various output devices along the evacuation route, which can be the safety monitors that monitor occupant presence, to guide each occupant from point-to-point along the evacuation route. For example, one monitor can be configured to hand off guidance responsibility to a next monitor along the evacuation route. The guidance can be customized for each known occupant based on their recognized features, or can be directed generally to an unknown occupant. Status information of the occupants can be provided to other occupants and to a responding entity. A responding entity can also be given directional guidance.

Abstract: The disclosed technology is directed towards efficiently identifying a first entity (e.g., a user or sensor) as a potential witness to an event. A first dataset describing event time data and event location data of an event are obtained from a first device. A second dataset describing device time data and device location data are obtained via a device associated with a second entity, e.g., a user. By analyzing the first and second datasets, e.g., for time and location intersection, the second entity can be identified as a potential witness to the event, and notified of such. Factors such as line of sight, speed and direction, audio sensing range versus event volume, and the like of the second entity can be used in determining whether the second entity is a likely witness. A witness to a live event can be identified and asked to send in live (e.g., video) evidence.

Abstract: The disclosed technology is directed towards generating an annotated visual playback of an incident. Upon obtaining notification of an incident, event data occurring in the incident zone and timeframe are obtained (e.g., collected) from sensors proximate the zone. The event data is used to annotate a visual playback captured by one or more cameras, e.g., within a timeframe ranging from some time before the incident occurred to the end of the incident. For example, a video can be presented with overlaid annotation data, each annotation describing an event as it occurred in time, in conjunction with an advancing timestamp overlay showing the time of the video frames. A simulated video, e.g., extended reality video, can also be generated, along with annotations and timeframe data, such as if captured from camera(s) from one or more various different perspectives.

Abstract: The disclosed technology is directed towards associating a rescue tag with a victim in need of rescue, in which the rescue tag collects condition (biological state) data associated with the victim and provides a location of the rescue tag. The location data is maintained in association with the condition data. A responder makes a request to output the condition data, and in response, the responder's device is presented with an augmented reality display that shows the victim condition data relative to the location data. Multiple victims can be efficiently triaged, with more urgent victims highlighted via augmented reality for more urgent treatment. Filtering as requested by a responder can present augmented reality display for only a subset of the victims. Also described is the use of an aerial vehicle to assist the responders and/or a command center; the aerial vehicle can act as an edge node for efficient communication.

Abstract: An online system accesses a machine learning model trained to predict behaviors of users of the online system, in which the model is trained based on historical data received by the online system that is associated with the users and demand and supply sides associated with the online system. The online system identifies a treatment for achieving a goal of the online system and simulates application of the treatment on the demand and supply sides based on the historical data and a set of behaviors predicted for the users. Application of the treatment is simulated by replaying the historical data in association with application of the treatment and applying the model to predict the set of behaviors while replaying the data. The online system measures an effect of application of the treatment on the demand and supply sides based on the simulation, in which the effect is associated with the goal.

Abstract: Methods and systems for image analysis are provided, and in particular for identifying a set of base-calling locations in a flow cell for DNA sequencing. These include capturing flow cell images after each sequencing step performed on the flow cell, and identifying candidate cluster centers in at least one of the flow cell images. Intensities are determined for each candidate cluster center in a set of flow cell images. Purities are determined for each candidate cluster center based on the intensities. Each candidate cluster center with a purity greater than the purity of the surrounding candidate cluster centers within a distance threshold is added to a template set of base-calling locations.

Abstract: The present disclosure provides compounds of Formula I, useful for the activation of Triggering Receptor Expressed on Myeloid Cells 2 (“TREM2”). This disclosure also provides pharmaceutical compositions comprising the compounds, uses of the compounds, and compositions for treatment of, for example, a neurodegenerative disorder. Further, the disclosure provides intermediates useful in the synthesis of compounds of Formula I.

Abstract: Technologies relating to model interpretation are described herein. A text classifier is provided with input text and assigns a class to the input text from amongst several possible classes. Based upon the class assigned to the input text by the text classifier, a class profile of a centroidal classifier is selected, where the class profile is constructed based upon numerous input texts to which the text classifier has previously assigned the class. Based upon the selection of the class profile, information that is indicative of operation of the text classifier with respect to the text classifier assigning the class to the input text is output, where the information includes an exemplar text sequence.

Abstract: Technologies related to predicting whether a requested change (deployment) in a cloud computing environment will fail are described herein. An exposomic feature value is computed based upon a time series of risk values, where the risk values represent risk of failure over several historic time intervals. A probabilistic model computes a likelihood that the requested deployment will fail during implementation of the requested deployment based upon the exposomic feature value and a contextual feature value, and a notification is transmitted to a computing device of a change manager to allow the change manager to take remedial action.

Abstract: Technologies related to predicting whether a requested change (deployment) in a cloud computing environment will fail are described herein. An exposomic feature value is computed based upon a time series of risk values, where the risk values represent risk of failure over several historic time intervals. A probabilistic model computes a likelihood that the requested deployment will fail during implementation of the requested deployment based upon the exposomic feature value and a contextual feature value, and a notification is transmitted to a computing device of a change manager to allow the change manager to take remedial action.

Abstract: Technologies relating to model interpretation are described herein. A text classifier is provided with input text and assigns a class to the input text from amongst several possible classes. Based upon the class assigned to the input text by the text classifier, a class profile of a centroidal classifier is selected, where the class profile is constructed based upon numerous input texts to which the text classifier has previously assigned the class. Based upon the selection of the class profile, information that is indicative of operation of the text classifier with respect to the text classifier assigning the class to the input text is output, where the information includes an exemplar text sequence.

Abstract: A display device including: a panel unit including N data lines; and a data line driver unit including N channels, wherein the data line driver unit includes a channel amplifier unit, and a short detection device for detecting whether or not a short has occurred between two data lines among the N data lines, wherein N is an integer of 2 or more.

Abstract: A display device including: a panel unit including N data lines; and a data line driver unit including N channels, wherein the data line driver unit includes a channel amplifier unit, and a short detection device for detecting whether or not a short has occurred between two data lines among the N data lines, wherein N is an integer of 2 or more.