Abstract: A method of evaluating alerts generated by security agents installed in endpoints includes: receiving a locality-sensitive hash (LSH) value associated with an alert generated by a security agent installed in one of the endpoints; performing a search for centroids that are within a threshold distance from the received LSH value, wherein the centroids are each an LSH value that is representative of one of a plurality of groups of alerts; and assigning a security risk indicator to the alert associated with the received LSH value based on results of the search and transmitting the security risk indicator to a security analytics platform of the endpoints.

Abstract: Automated jackstand systems and methods deploy a jackstand to support a front end of a trailer parked at an automated loading dock. The jackstand prevents collapse of the trailer's landing gear and prevents upending of the trailer during loading and unloading. Advantageously, by deploying the jackstand automatically, presence of personnel in the yard where tractors and trailers are moving is not required.

Abstract: A portable display unit 3000, 3500, 4000 for a breathing assistance apparatus, the portable display unit comprising: a display unit housing 3001, 3501, 4000; a screen 3051, 3551, 4051; and a tethering component for tethering the portable display unit 3000, 3500, 4000 with abase unit 50 of the breathing assistance apparatus.

Abstract: Techniques are disclosed herein for improving the accuracy of test data obtained outside of a clinical setting. Using the technologies described herein, different techniques can be utilized to analyze, score and adjust test data associated with one or more “at home” tests. In some examples, computing systems are utilized to generate quality scores indicating the accuracy of the test data associated with a particular biomarker. In other examples, an authorized user, such as a data manager can analyze the test data utilizing a user interface to generate scores and/or adjust the test data.

Abstract: A method of scoring alerts generated by a plurality of endpoints includes the steps of: in response to a new alert generated by a first endpoint of the plurality of endpoints, generating an anomaly score of the new alert; identifying a rule that triggered the new alert and determining a threat score associated with the rule; and generating a security risk score for the new alert based on the anomaly score and the threat score and transmitting the security risk score to a security analytics platform of the endpoints.

Abstract: The present invention includes compounds of formula (I) and methods for its preparation and treatment of disorders with activated peroxisome preoliferator-activated receptor gamma (PPARG), particularly cancer.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating images. In one aspect, a method includes: receiving an input text prompt including a sequence of text tokens in a natural language; processing the input text prompt using a text encoder neural network to generate a set of contextual embeddings of the input text prompt; and processing the contextual embeddings through a sequence of generative neural networks to generate a final output image that depicts a scene that is described by the input text prompt.

Abstract: The present strains and methods of the disclosure relate to genetic modifications in filamentous fungi that give rise to variant strains having altered phenotypes, altered morphologies, altered growth characteristics, and the like. More specifically, as presented and described herein, such variant strains of filamentous fungi comprising reduced viscosity phenotypes are well-suited for growth in submerged cultures (e.g., for the large-scale production of enzymes and other proteins or metabolites for commercial applications).

Abstract: Systems and methods are described for employing event context to improve threat detection. Systems and methods of embodiments of the disclosure measure both process deviation and path deviation to determine whether processes are benign or represent threats. Both a process deviation model and a path deviation model are deployed. The process deviation model determines the similarity of a process to past processes, and the path deviation model estimates whether processes have been called out of turn. In this manner, systems and methods of embodiments of the disclosure are able to detect both whether a process is in itself unusual, and whether it is called at an unusual time. This added context contributes to improved threat detection.

Abstract: An electromagnetically shielded electronic assembly is disclosed in which electromagnetic shielding and filtering is provided to prevent unwanted radiofrequency energy, generated from an electric device residing within the assembly, from radiating externally. The electronic device resides within a primary shielded region and is coupled, through a filter, to an external electrical conductor that extends externally from the shielding. The filter resides within a secondary shielded region that is electromagnetically shielded from the primary shielded region, with the filter electrically contacting the electromagnetic shielding within the secondary shielding region.

Abstract: A method of producing a shim for use in an aircraft, the method comprising: providing an aircraft airframe; measuring a surface of the airframe; creating a digital model of the airframe using those measurements; providing an aircraft skin; measuring a surface of the aircraft skin; creating a digital model of the aircraft skin using those measurements; digitally assembling the digital model of the airframe with the digital model of the aircraft skin; using the digitally assembled models, creating a digital model of a shim, the digital model of the shim substantially filling a gap between the digitally assembled digital models of the airframe and the skin; and producing a physical shim using the digital model of the shim.

Abstract: An electronic device powered by a solar panel and a rechargeable battery. The electronic device prevents unnecessary charging and discharging of the rechargeable battery by disconnecting the rechargeable battery when the rechargeable battery is fully charged. The electronic device detects and reports a defective rechargeable battery by powering the electronic device off of the solar panel. The electronic device detects and handles brownout conditions when powered by the solar panel by re-connecting the rechargeable battery.

Abstract: A method for image generation, preferably including: generating a set of mission parameters for a UAV mission of the UAV associated with aerial scanning of a region of interest; controlling the UAV to perform the mission; generating an image subassembly corresponding to the mission; and/or rendering the image subassembly at a display.

Abstract: The present invention generally relates to systems and methods for providing an enterprise user with an electronic identity and an electronic mailbox when the user has denied, degraded, intermittent, or latent network connectivity. In aspects, a database limited to a single user containing the user's electronic identity and electronic mailbox is provided. The single user database is replicated using a multi-master replication scheme across the cloud and on-premises servers. When a user is entering an environment with denied, degraded, intermittent, or latent network connectivity (“DDIL”), the single user database is replicated to a DDIL server. The user is provided access to their electronic identity and electronic mailbox in the single-user database via the DDIL server during periods of denied, degraded, intermittent, or latent network connectivity.

Abstract: Institutional sprinkler assemblies are provided that includes a sprinkler housing and protective cap arrangement to protect a thermally responsive shielding trigger. The sprinkler housing and trigger arrangement provide for an annular buffer to protect the trigger. The institutional sprinkler assemblies include configurations for installation in pendent and horizontal and orientations.

Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: The present disclosure is generally directed to a solid source precursor delivery system. More specifically, the present disclosure is directed to a solid source precursor vessel that can be utilized to vaporize a supply of solid precursor stored within the vessel. The disclosed source vessel utilizes a plurality of individual cavities or pockets within the interior of the vessel. Each individual pocket may be loaded with precursor. In an arrangement, the pockets may be loaded with pre-formed blocks of compressed precursor material that typically have a higher density than was previously achieved when packing solid precursor within a source vessel. The increased density of the solid precursor material increases a capacity of the source vessel resulting in longer intervals between replacement and/or refilling the source vessel.

Abstract: A computer implemented method includes detecting user interaction with mixed reality displayed content in a mixed reality system. User focus is determined as a function of the user interaction based on the user interaction using a spatial intent model. A length of time for extending voice engagement with the mixed reality system is modified based on the determined user focus. Detecting user interaction with the displayed content may include tracking eye movements to determine objects in the displayed content at which the user is looking and determining a context of a user dialog during the voice engagement.