Abstract: A node-based ground mesh system with Artificial Intelligence (AI) capability for ensuring redundancy and real-time attack mitigation as an independent augmentation system for the Global Positioning System (GPS) or Global Navigation Satellite System (GNSS) is provided. The system includes a plurality of nodes distributed across a geographic area forming a mesh network of nodes. A node can be fixed or in motion and has its precisely determined position and AI capabilities, in any given geographical location. Each node receives GNSS signals from one or more GNSS satellites and distributes its own real-time emulated PNT signal to the other nodes and a user receiver, that may be used for PNT in the event that the GNSS satellites' signals become compromised or are unavailable.

Abstract: Tool monitoring systems and beacon devices used in the tool monitoring systems are provided. The tool monitoring systems permits one or more beacon devices to upload tool information to a cloud-based computing system either directly or indirectly. Direct communication between the beacon devices and the cloud-based computing system 12 utilizes a communication module and a server. Indirect communication between the beacon devices and the cloud-based computing system utilizes a mobile application running on a mobile computing device or platform and a web services running on the server. The beacon devices are worn by a tool user or installed in a fixed location and communicate with one or more tools to retrieve tool information from the one or more tools and upload the tool information to the cloud-based computing system's database.

Abstract: A pen cap for a medication delivery pen includes a piston-style detector mechanism. The piston-style detector mechanism includes at least an inner shell having first open end through which the medication delivery pen can be inserted, a second end opposite the first end, a sidewall defined by an outer surface and an opposing inner surface, and a passageway extending from the outer surface to the inner surface. The sidewall extends between the first end and the second end thereby defining a pen-receiving cavity there between. The piston-style detector mechanism further includes at least one switch and a translatable shaft at least partially disposed in the passage. The translatable shaft includes a body that extends at least from a pen-interfacing portion in the pen-receiving cavity to a switch-interfacing portion thereof.

Abstract: A device detects a trigger to toggle from a local mode to a query mode, the trigger detected based on input into a notebook interface relating to a dataframe. The device receives input of a query into a cell within the notebook interface, the query relating to the dataframe, and determines, based on having entered the query mode, to combine the query with a prior query from a prior cell within the notebook interface, resulting in generation of an combined query. The device executes the combined query with respect to a data warehouse, receives a command to perform a function with respect to the combined query, and determines, based on characteristics of the command, to execute the command using memory of the notebook interface. The device outputs, using the notebook interface, a graphical representation of results of the command, the results informed by the combined query.

Abstract: A plant pot support assembly comprises a saucer and a grate. The saucer, in turn, comprises a flat bottom and a peripheral wall at an elevation such that a cavity is formed. The grate is configured to be placed over the peripheral wall to enable the grate to support a plant pot, wherein water or dirt from the plant pot is accumulated in the cavity below.

Abstract: Systems, methods, and computer-readable media are disclosed for autonomous navigation inside trailers. In one embodiment, an example autonomous robot may include a front end, a rear end, a sensor disposed at the front end, a rear-facing camera disposed at the rear end, and a force sensor configured to detect lateral and longitudinal forces exerted on a container being transported by the autonomous robot. The autonomous robot may be configured to transport the container from a facility into a trailer, where the autonomous robot is configured to navigate inside the trailer using the rear-facing camera.

Abstract: A system and method are provided for the management of electronic data representing emergency alerts. The system includes a server that receives data records representing an emergency event and computes a corresponding severity metric. If the severity metric exceeds a threshold, the server transmits a control signal from a server to a computing device. The control signal can cause the computing device to control an alarm system, vehicle navigation system, automated email system, user interface, or automated messaging system.

Abstract: The present disclosure relates to devices and methods for creating one or more proxy devices in a guest device mirroring the devices hosted by a host device. The proxy devices may provide full device access functionality to applications running in the guest device. The devices and methods may load a proxy driver inside the guest device, which communicates with the host device. When applications running on the guest device interact with the proxy devices, the proxy driver communicates the interaction to the host device, which communicates with the device driver managing the device. The devices and methods allow applications running on the host and applications running on the guest to shares access to the same device.

Abstract: A streetlight situational awareness system (SSAS) includes streetlight modules integrated into streetlights. Each module includes a camera configured to detect objects within a predetermined zone along a road. The awareness module includes a lamp array configured to illuminate an area around the streetlight. The system includes a communication network configured to share data about objects within the zone with nearby vehicles and/or neighboring streetlight modules.

Abstract: An end-to-end automatic speech recognition (ASR) system can be constructed by fusing a first ASR model with a transformer. The input of the transformer is a learned layer generated by the first ASR model. The fused ASR model and transformer can be treated as a single end-to-end model and trained as a single model. In some embodiments, the end-to-end speech recognition system can be trained using a teacher-student training technique by selectively truncating portions of the first ASR model and/or the transformer components and selectively freezing various layers during the training passes.

Abstract: A computer system generates and transmits one or more first presentation instructions which when rendered cause displaying one or more machine-generated messages of a conversational assistant in a first window of a graphical user interface (GUI) and cause displaying at least one other GUI element in the GUI. The computer system receives an input via the first window and processes one or more comments represented in the input to determine a task responsive to the one or more comments. Based on the task, the computer system generates and transmits one or more second presentation instructions which when rendered cause updating one or more of the first window and the other GUI element. The computer system repeats the generating, transmitting, receiving, processing, and updating steps to control the first window and the other GUI element based on a programmed workflow.

Abstract: Impeller bearings for pumps are disclosed. An example fluid pump includes a motor, a shaft coupled to a rotor of the motor, an impeller coupled to the shaft forward of the motor, the impeller including blades to pump a fluid, a first radial bearing positioned around the shaft aft of the motor, a second radial bearing positioned around the impeller, and guide vanes extending radially from the second radial bearing upstream of the blades of the impeller.

Abstract: Systems and methods are described for generating a graphical representation of a mapping of post data of a posting. In various aspects, post data may be collected which may include a first node of a plurality of nodes identifying a submitting user of the one or more document management systems. Reaction data may be collected which may include a second node of the plurality of nodes identifying a reacting user of the one or more document management systems. The mapping may then be generated from the post data and the reaction data, in which the mapping may include the first node and the second node. The graphical representation of the mapping may then be generated, wherein zooming out of the graphical representation may filter out one or more nodes of the plurality of nodes based on a number of edges corresponding to the one or more nodes.

Abstract: A plant pot support assembly comprises a saucer and a grate. The saucer, in turn, comprises a flat bottom and a peripheral wall at an elevation such that a cavity is formed. The grate is configured to be placed over the peripheral wall to enable the grate to support a plant pot, wherein water or dirt from the plant pot is accumulated in the cavity below.

Abstract: Methods and apparatus to provide vortex cooled secondary flow for a supercritical carbon dioxide pump are disclosed herein. An example thermal management system includes a hot secondary flow extract section fluidly coupled to an outlet of a pump system, a cooled secondary flow section fluidly coupled to the hot secondary flow extract section, the hot secondary flow extract section including a vortex tube to generate cooled secondary air flow from hot secondary flow extract air of the hot secondary flow extract section, and a bearing inlet fluidly coupled to the cooled secondary flow section, the bearing inlet positioned to route the cooled secondary flow to bearings of the pump system.

Abstract: Example thrust bearing apparatus disclosed herein include: a thrust disk extending radially from the shaft, the thrust disk having a first side and a second side opposite the first side; a bearing housing surrounding the thrust disk and the shaft, the bearing housing having a first wall facing the first side of the thrust disk and a second wall facing the second side of the thrust disk; a first thrust pad coupled to the first wall of the bearing housing, the first thrust pad including a first plurality of serrations circumferentially arranged in a first pattern along the first thrust pad; and a second thrust pad coupled to the first side of the thrust disk, the second thrust pad including a second plurality of serrations circumferentially arranged in a second pattern along the second thrust pad.

Abstract: Casing waste heat recirculation loops and related methods are disclosed. An example engine includes at least one of a compressor or a pump; a casing for at least one of the pump or the compressor, the casing including a conduit formed in a wall of the casing, the conduit to define a recirculation flow path for a fluid at least partially within the wall of the casing; a valve positioned at an inlet to the recirculation flow path; and an actuator operatively connected to the valve and configured to adjust a position of the valve among at least one of open, partially open, or closed, the valve to allow passage of at least a portion of the fluid when at least one of open or partially open.

Abstract: An application receives, in a code cell connected to a plurality of cells in a graph structure, a natural language command to generate code. The application determines, using directed edges of the graph structure, a set of precedent cells from which the code cell depends. The application inputs into a machine learning model the natural language command and values from the set of precedent cells pertaining to the code, and receives, as output from the machine learning model, generated code. The application updates the code cell to include the generated code.

Abstract: An application receives a natural language query from a user into a cell of a notebook environment and responsively determines a set of precedent cells and a profile of the user. The application determines a portion of the data warehouse graph that corresponds to the natural language query. The application primes the large language model with priming context that is based on the portion of the data warehouse graph that corresponds to the natural language query, the precedent cells from which the code cell depends, and the profile of the user, the priming resulting in a primed large language model. The application inputs the natural language query into the primed large language model and receives, as output from the large language model, a response to the natural language query. The application provides the response to the natural language query to the user.

Abstract: A chassis-height adjustment system for selectively raising and lowering a chassis relative to a ground surface includes a plurality of support assemblies supporting a chassis on respective ground-engaging elements. Each support assembly has a height adjustment actuator. Each height position sensor senses an adjustment position one of the height adjustment actuators and generates a height signal. Each of the support assemblies may be mounted to the chassis by a track-width adjustment mechanism having a track-width adjustment actuator. The height adjustment system is controlled in a manner to synchronize each height adjustment actuator with the other actuators. Adjustment of one or more height adjustment actuators is slowed or stopped in the event that other actuators need to catch up. The track-width adjustment actuators may shift the position of the associated ground-engaging element laterally relative to the chassis to keep the ground-engaging elements from sliding laterally as the chassis height changes.