Abstract: In some embodiments, a system is provided that includes an edge computing device and at least one camera configured to obtain image data depicting at least a portion of an operations area. The edge computing device includes a non-transitory computer-readable medium that has a model data store and computer-executable instructions stored thereon. The instructions cause the edge computing device to perform actions including receiving at least one image from the at least one camera; processing the at least one image using at least one machine learning model stored in the model data store to determine at least one environmental state within the operations area; and controlling a device based on the determined at least one environmental state. The machine learning model is trained by a model management computing system that obtains training data via low-bandwidth connections to edge computing devices.

Abstract: An example virtualized computing system includes: a host cluster having hosts and a virtualization layer executing on hardware platforms of the hosts, the virtualization layer supporting execution of virtual machines (VMs); an orchestration control plane integrated with the virtualization layer, the orchestration control plane including a master server executing in a first VM of the VMs; guest cluster infrastructure software (GCIS) executing in the master server, the GCIS configured to create a set of objects defining a container orchestration cluster, and manage lifecycles of second VMs of the VMs based on state of the set of objects; and guest software executing in the second VMs to implement the container orchestration cluster as a guest cluster of the host cluster, the guest software having components that interface with the GCIS.

Abstract: A compliant end effector includes a robot mounting bracket and a component support member. The component support member includes a side surface and a top surface. A component clamping system includes a first clamp member operable to move toward the side surface of the component support member and a second clamp member operable to move toward the top surface of the component support member. A controller is operatively connected to the clamping system. The controller is configured to engage the first and second clamp members as the component gripping and manipulating system is in a set position and release the first clamp member and the second clamp member allowing a portion of a component held by the component clamping system to move with one or more degrees of freedom when the component gripping and manipulating system is moving to the set position.

Abstract: This document provides methods and materials related to treating a disease. For example, this document provides methods for treating a subject's disease based on identifying the risk of progressive multifocal leukoencephalopathy PML using a genetic test.

Abstract: Examples are disclosed that relate to systems and methods for correcting vertical misalignment in a binocular display system. One example provides a head-mounted display device, comprising a binocular display system comprising a left eye display and a right eye display, the binocular display system configured to display image content; a display misalignment detection system; and a controller. The controller is configured to receive a signal from the display misalignment detection system comprising information related to a vertical misalignment between the left eye display and the right eye display, analyze the image content to determine image content information, determine a vertical misalignment correction strategy based at least upon the image content information and the vertical misalignment, and based upon the vertical misalignment correction strategy, control the binocular display system to correct the vertical misalignment.

Abstract: Systems and methods for a natural language survey system are provided. The natural language survey system may harness generative artificial intelligence (“AI”) and machine learning to enhance survey question generation, survey participance and completed survey analysis and research. The natural language survey system may include a dynamic interactive platform. The dynamic interactive platform may enable a researcher to create a survey using natural language. The dynamic interactive platform may enable a researcher to directly identify survey goals instead of creating a plurality of goal-oriented specific questions. The dynamic interactive platform may enable a plurality of participants to participate in the survey. The dynamic interactive platform may provide reports and insights to the researcher upon completion of the survey by the participants.

Abstract: An axial flux electric motor includes a housing including an inner surface and a stator fixedly mounted in the housing. The stator includes a plurality of stator segments each supporting a winding, an inner support member defining a central passage, and an outer annular member constraining the plurality of stator segments. The outer annular member includes an outer surface portion abutting the inner surface of the housing. A thermal connection system is disposed between the outer surface portion of the outer annular member and the inner surface. The thermal connection system transfers heat from the stator into the housing.

Abstract: Methods and systems are provided for providing guidance when reversing a vehicle towing a trailer. In one embodiment, a method includes: A method for providing guidance when reversing a vehicle towing a trailer, comprising: receiving, from a camera of the trailer, image data associated with an environment of the vehicle; determining, by a processor, that the camera of the trailer is at least one of partially and fully underwater; in response to the determining, determining, by the processor, at least one of underwater image data and underwater guideline data based on a correction factor associated with the water and the image data; and generating, by the processor, display data based on the at least one of underwater image data and underwater guidelines data.

Abstract: High speed waveguide-based data communication systems are disclosed. Such systems may include separable electrical connectors, forming signal propagation paths between electronic assemblies with one or more waveguides.

Abstract: The various implementations described herein include a video camera assembly that includes: (1) a housing; (2) an image sensor positioned within the housing and having a field of view corresponding to a scene in the smart home environment; and (3) a concave-shaped front face positioned in front of the image sensor such that light from the scene passes through the front face prior to entering the image sensor; where the front face includes: (a) an inner section corresponding to the image sensor; and (b) an outer section between the housing and the inner section, the outer section having a concave shape that extends from an outer periphery of the outer section to an inner periphery of the outer section; and where the concave shape extends around an entirety of the outer periphery.

Abstract: A poke-in terminal includes a main body, a tab terminal socket at a mating end, and a wire socket at a terminating end. The tab terminal socket includes walls forming a tab terminal receptacle configured to receive a tab terminal. Upper and lower beam contacts extend into the tab terminal receptacle to interface with the tab terminal. The wire socket includes walls forming a wire receptacle configured to receive a wire. Poke-in retention beams extend into the wire receptacle to interface with the wire when poked into the wire socket. The wire socket includes a wire release element configured to be actuated to release the poke-in retention beams from the wire.

Abstract: The present disclosure provides a free space optical system for optically transmitting processed radio frequency signals through a variably refractive medium. The system may include a transmitting element configured to receive a first signal and process it to generate a time-division combined signal. The transmitting element includes an optical source to generate a beam of light, a modulator to modulate the beam of light based on the time-division combined signal, and an amplifier to amplify the modulated beam of light, which is transmitted through the variably refractive medium. A receiving element includes a photoreceiver to receive the amplified beam of light and extract a second time-division combined signal, a correction unit to correct distortion in the second time-division combined signal, a mixer to multiply the corrected signal with a predetermined frequency signal, an amplifier to amplify the multiplied signal, and an antenna to emit a radio signal generated from the amplified multiplied signal.

Abstract: In various embodiments a display may allow a secondary player to select a game of an appropriate primary player.

Abstract: Described herein is a software update distribution service that leverages reinforcement learning—a specific type machine learning algorithm—to discover or learn optimal times (e.g., a schedule) to download software updates and to install software updates for software applications installed on a group of client computing devices of a specific enterprise, in order to achieve one of several predefined goals or objectives selected for the specific enterprise, or for the specific group of client computing devices. Using reinforcement learning, a software-based agent learns to perform activities relating to software updates at specific times that minimize a penalty, wherein the penalty is derived based on a weighted combination of metrics, some of which relate to the impact of software update timing on network traffic and power consumption.

Abstract: The present invention provides a hook-type handling device, transport equipment and a transport method. The hook-type handling device includes a base; a hook mechanism slidably connected to the base along a first direction, wherein the hook mechanism includes a hook claw and a first drive mechanism for driving the hook claw to rotate up and down; and a second drive mechanism disposed on the base, wherein the second drive mechanism is configured for driving the hook mechanism to slide in the first direction. The present invention can solve the problem that the handling mechanism of the prior art results in a low storage density of containers and is not suitable for hollowed-out containers.

Abstract: A rotational speed differential is set between port and starboard propellers of a watersports boat to induce yaw towards a desired side for surfing. Counter-steer is applied to counteract the induced yaw, resulting in improved wake characteristics. A controller is configured to automatically operate port and starboard drives to set the rotational speed differential upon receipt of a command to enter a surf mode from a user interface, as well as a selection of the side to be surfed.

Abstract: A battery-operated palm stapler, an insert for holding a fastener, and a method of installing a fastener using the palm stapler. The stapler includes a housing with a telescoping barrel extending outwardly therefrom. An insert is engaged in the barrel's bore and is held in place by magnets. The insert body defines a slot for receiving fasteners therein. The slot extends from a top wall of the body to a bottom wall thereof. At least one magnet is provided in the body adjacent the slot and is used to hold fasteners in a correct orientation for installation. A sensor probe provided in the body is operable to detect if voltage is carried in electrical cables adjacent which fasteners are to be installed. The probe deactivates a hammer actuating mechanism if voltage is detected. Inserts holding different types of fastener may be selectively engaged with the palm stapler.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for retroactive event detection. The methods, systems, and apparatus include actions of obtaining an image captured by a camera at a current time, determining that the image depicts a change in a region from a previous image captured by the camera at a previous time, determining, based on determining that the image depicts the change in the region, whether the change depicted in the image is of a known object type, determining, based on the determination that the change depicted in the image is of a known object type, whether the change does not correspond to a previously detected event, and determining, based on the determination that the change does not correspond to a previously detected event, whether the images captured by the camera between the current time and the previous time depict an event.

Abstract: A system and method configured to restore ion exchange kinetic properties and purify resin is described. Degraded ion exchange kinetic properties of anion resin will eventually result in impurity slippage through resin charges. This system and method employs an acid catalyst in combination with sulfite cleaning solution to remove organic material and to protonate iron oxides for deconstruction and removal from anion resins. The cleaning solution, when applied via a cleaning vessel utilizing an eductor(s)/plenum and wedge-wire screen draw chamber, while controlling all phases of cleaning by electronic monitoring, yields complete restoration of ion exchange kinetics on usable resin. As such, the system and method provides a safe, effective, and vastly improved method for restoring anion resin kinetics and improving regeneration quality, for improved resin performance and minimizing resin replacement costs.

Abstract: Described herein are technologies related to tokenizing alphanumeric text through use of a tokenization algorithm that is at least partially implemented as a finite state machine. The tokenization algorithm is configured to output numeric identifiers that represent tokens or sub-tokens in the alphanumeric text.