Abstract: Disclosed herein is a composition including a recombinant nucleic acid sequence that encodes an anti-influenza-hemagglutinin synthetic antibody. The disclosure also provides a method of preventing and/or treating influenza in a subject using said composition and method of generation.

Abstract: Systems and methods for autonomous waste and/or recycling collection by a waste services provider during performance of a waste service activity are provided. In a waste services environment, a waste service vehicle is configured to provide services to customers. The system and method can include, without limitation: a collection station or “hub” at a centralized location in a residential neighborhood; a plurality of autonomous collection vehicles capable of traveling between the collection station and the residences in the neighborhood to collect waste/items and/or containers at the residences and deliver the waste/items and/or containers to the collection station; and a waste service vehicle capable of collecting waste/items from the collection station and transporting the waste/items away from the neighborhood to a landfill or other collection, disposal or processing site.

Abstract: Biosensing measurements (e.g., heart rate, pupil size, cognitive load, stress level, etc.) are communicated in the context of events that occurred concurrently with the biosensing measurements. The biosensing measurements and the contextual events can be presented in real-time or as historical summaries. Such presentations allow users to easily gain useful insights into which specific events triggered which specific physiological responses in users. Therefore, the present concepts more effectively communicate insights that can be used to change user behavior, modify workflow, design improved products or services, enhance user satisfaction and wellbeing, increase productivity and revenue, and eliminate negative impacts on user's emotions and mental state.

Abstract: Methods and systems for using packager systems for streaming. The packager system including packagers configured to process packets, each packager having a packet listener, a sequence list generator, and a segment generator; and at least one cluster controller including a manifest generator. The at least one cluster controller configured to configure a packager from the packagers as an active packager by enabling a packet listener, a sequence list generator, and a segment generator, configure a remaining packager from the packagers as a backup packager by disabling a segment generator, receive segments, sequence list, and metadata based on processed packets from the active packager, generate, via the manifest generator, a manifest based on the segments, the sequence list, and the metadata, and send the segments and the manifest to a streaming system component.

Abstract: Systems and methods for identifying and removing bias from communications are disclosed. In one embodiment, a method for identifying bias may include: (1) receiving, by a bias identification computer program executed by an electronic device and from a user electronic device, text comprising a plurality of passages; (2) converting, by the bias identification computer program, each of the plurality of passages into a vector; (3) determining, by the bias identification computer program, that a custom entity in a bias category is present in one of the plurality of vectors or in a preceding or subsequent vector using a trained bias identification machine learning engine; and (4) returning, by the bias identification computer program and to the user electronic device, an indication that the one of the plurality of vectors is biased.

Abstract: A method for managing vulnerability data may include: (1) ingesting, by a data ingestion engine, vulnerability data from a plurality of sources; (2) normalizing, by a data normalizer module, the vulnerability data into a plurality of data records; (3) generating, by a data processing module, a dynamic risk score for each data record; (4) storing, by a risk record register, a risk record for each data record, wherein the risk record may include the dynamic risk score, a priority level, an identifier for a software application, and a software dependency; (5) selecting, by a control policy selection engine, a control policy based on one of the dynamic risk scores; (6) implementing, by the risk record register, the selected control policy; (7) monitoring, by the risk record register, implementation of the control policy; and (8) updating, by the risk record register, the control policy selection engine based on the monitoring.

Abstract: A method for subsurface sequestration of carbon includes injecting a treatment composition comprising a mineralization accelerant into a subterranean zone at least partially saturated with saline water. The mineralization accelerant is reactive with carbon dioxide to form bicarbonate. The method further includes injecting carbon in the form of carbon dioxide into the subterranean zone and sequestering at least a portion of the carbon in the subterranean zone by precipitation in the subterranean zone of a carbonate mineral formed from reaction of the bicarbonate with metal cations dissolved in the saline water. At least a portion of the bicarbonate is formed by reaction of the mineralization accelerant with the carbon dioxide.

Abstract: Systems and methods for rendering spatial audio in accordance with embodiments of the invention are illustrated. One embodiment includes a spatial audio system, including a primary network connected speaker, including a plurality of sets of drivers, where each set of drivers is oriented in a different direction, a processor system, memory containing an audio player application, wherein the audio player application configures the processor system to obtain an audio source stream from an audio source via the network interface, spatially encode the audio source, decode the spatially encoded audio source to obtain driver inputs for the individual drivers in the plurality of sets of drivers, where the driver inputs cause the drivers to generate directional audio.

Abstract: Methods, systems, and apparatuses are described for monitoring of one or more A/V collection devices within a premises. Based on the monitoring, one or more computing devices may determine whether to route or block a data transmission outside a premises. The data transmission may be routed or blocked based on, for example, one or more of the following: whether a transmission window associated with an A/V collection device is open or closed; whether the data transmission is being sent to an authorized destination device; whether the data transmission is encrypted, and the like.

Abstract: An optical modulator includes a substrate, a first dielectric layer over the substrate, a rib waveguide including a PN junction on the first dielectric, a second dielectric layer over the rib waveguide and a stressor layer including a metal, where the first or the second dielectric is between the stressor layer and the PN junction.

Abstract: An ambulatory medical device can detect a device condition and determine if the device condition satisfies a set of normal operating parameters. If the normal operating parameters are not satisfied, the ambulatory medical device can determine if the device condition stratifies a set of minimum operating parameters. If the minimum operating parameters are satisfied, the ambulatory medical device can maintain a delivery of therapy to a subject and generate an alert based on the device condition.

Abstract: Various aspects disclosed relate to structure such as a textile, a garment, a garment component, footwear, or a footwear component. The present disclosure includes the structure having a first region having one of more first fibers. An individual first fiber includes co-extruded first and second filaments, the first filament formed of a first thermoplastic polymeric material. Due to expansion or contraction of the one or more first fibers, the first region contracts or expands on a change in relative humidity, relative to an equilibrium state of the first region prior to the change in relative humidity.

Abstract: There is disclosed a method of operating an autonomous vehicle (AV), including: detecting an alert condition within the AV via data from an electronic sensor suite of the AV; based at least in part on detecting the alert condition, automatically initiating a call with another party; and communicatively coupling a passenger of the AV to the conference call, whereby the passenger can communicate with the other party via the conference call.

Abstract: There is disclosed a method of operating an autonomous vehicle (AV), including: detecting an alert condition within the AV via data from an electronic sensor suite of the AV; based at least in part on detecting the alert condition, automatically initiating a call with another party; and communicatively coupling a passenger of the AV to the conference call, whereby the passenger can communicate with the other party via the conference call.

Abstract: There is disclosed a method of operating an autonomous vehicle (AV), including: detecting an alert condition within the AV via data from an electronic sensor suite of the AV; based at least in part on detecting the alert condition, automatically initiating a call with another party; and communicatively coupling a passenger of the AV to the call, whereby the passenger can communicate with the other party via the call.

Abstract: A system for detecting external leaks in a cabin of a vehicle includes sensors and onboard vehicle controls disposed on the vehicle. Control modules of the system have processors, memory, and input/output (I/O) ports. The I/O ports communicate with the sensors and onboard vehicle controls. The control modules execute program code portions stored memory. The program code portions include first and second algorithm portions. The first algorithm portion receives data from the sensors and controls and determines that the data from the sensors and controls meets initialization threshold values. When the data from the sensors and controls meets the threshold values, the second algorithm portion generates a cabin leak detection output including: a first output, a second output, or a third output. The first output indicates a large leak, the second output indicates no leak, and the third output indicates that a small leak has been detected.

Abstract: There is disclosed a method of operating an autonomous vehicle (AV), including: detecting an alert condition within the AV via data from an electronic sensor suite of the AV; based at least in part on detecting the alert condition, automatically initiating a call with another party; and communicatively coupling a passenger of the AV to the conference call, whereby the passenger can communicate with the other party via the conference call.

Abstract: There is disclosed a method of operating an autonomous vehicle (AV), including: detecting an alert condition within the AV via data from an electronic sensor suite of the AV; based at least in part on detecting the alert condition, automatically initiating a call with another party; and communicatively coupling a passenger of the AV to the conference call, whereby the passenger can communicate with the other party via the conference call.

Abstract: A method for verifying and/or validating whether a technical system fulfills a desired criterion. The technical system emits output signals based on input signals supplied to the technical system. The method includes: obtaining models for a plurality of components of the technical system; obtaining a plurality of validation measurements; for each component, training a machine learning model to predict outputs of the respective component; obtaining first test outputs from a last model based on test input; determining, second test outputs from the machine learning model corresponding to the last model and based on the test inputs of the models; determine a deviation which characterizes a difference between first test outputs determined from the last model and second test outputs determined by the machine learning model corresponding to the last model; verifying and/or validating whether the technical system fulfills the criterion.

Abstract: A method for verifying and/or validating whether a technical system fulfills a desired criterion. The technical system emits output signals based on input signals supplied to the technical system. The method includes: obtaining models for a plurality of components comprised by the technical system; obtaining a plurality of validation measurements; for each component, training a machine learning model to predict measurement outputs of the respective component based on inputs of the respective component; obtaining first test outputs from a last model based on test inputs; determining second test outputs from the machine learning model corresponding to the last model and based on the test inputs of the models; determining a discrepancy; verifying and/or validating whether the technical system fulfills the criterion.