Abstract: Various illustrative systems, devices, and methods for beverage machines are provided. In one exemplary implementation, a system includes a portafilter and a plurality of baskets. The portafilter is configured to be removably coupled to an espresso machine. The plurality of baskets each define a filter, each is removably receivable in the portafilter, and each is configured to hold coffee grounds. The plurality of baskets including a first basket, a second basket, and a third basket. The third basket has a volume that is about 105 mL to 135 mL. The third basket is configured to permit brewing of a beverage using pressurized and unpressurized brewing methods.

Abstract: Technologies and implementations for a wearable healthcare system including an information management module (IMM). The IMM may be configured to detect proximity of a healthcare device. The IMM may be configured to determine a type of the detected healthcare device. Once the type of healthcare device is determined, the IMM may be configured to communicate information regarding a medical device, where the communicated information may be adapted to correspond to the determined type of healthcare device.

Abstract: A spout and closure assembly for a container are disclosed. The spout has a base end configured to be sealingly securable about the periphery of a dispensing opening of the container, and an outlet end which is movable between a retracted position in which the outlet end lies within or adjacent to the base end and an extended position in which the outlet end lies outward of the base end relative to the container opening. A removable closure cap is securable to the outlet end and a retainer is removably secured about the closure cap.

Abstract: A head unit system for controlling motion of an object includes a head unit module of a set of head unit devices and a ramp shaped plate that contacts the head unit module using an engagement approach. Head unit devices of the head unit module include shear thickening fluid (STF) and a chamber configured to contain the STF. A piston moves through the chamber as a result of the motion of the object and the STF resists the movement of the piston to control the motion of the object.

Abstract: The present disclosure provides methods and systems for distributed and/or parallel processing of data records, and in particular validation of blockchain transactions in a blockchain block. In a preferred embodiment, a distributed validation node is disclosed in which one or more transactions are allocated to a validating resource in a plurality of validating resources. The one or more transactions relates to a portion of a Merkle tree for the block, so that each validation resource is able to operate independently on verification of a subset of the block's transactions, each subset being based on a segment of the Merkle tree. The disclosure includes advantageous techniques for at least: allocation of tree segments to different validation resources, load balancing, download of the transactions to be validated, distributed UTXO pools, indexing schemes and prevention of double spend events.

Abstract: A computer system enables instances of properties (e.g., of resources such as files in a file system) to be selectively synchronized with each other. Each instance of a property may have a plurality of versions. A primary version of the property is shared (and synchronized) among all property instances. Each property instance may also have its own secondary version of the property. Each property instance has its own effective version handle, which points to either the property's primary version or the property instance's secondary version of the property. A comparison is performed between a version state of the property's primary version and a version state of the secondary version of a first instance of the property to produce comparison result output. An instance state is exposed to indicate: (1) the version pointed to by the first instance's effective version handle; and (2) the comparison result output.

Abstract: Some embodiments provide an IC for implementing a machine-trained network with multiple layers. The IC includes a set of circuits to compute a dot product of (i) a first number of input values computed by other circuits of the IC and (ii) a set of predefined weight values, several of which are zero, with a weight value for each of the input values. The set of circuits includes (i) a dot product computation circuit to compute the dot product based on a second number of inputs and (ii) for each input value, at least two sets of wires for providing the input value to at least two of the dot product computation circuit inputs. The second number is less than the first number. Each input value with a corresponding weight value that is not equal to zero is provided to a different one of the dot product computation circuit inputs.

Abstract: Described herein are optimally-modified GJB2 cDNA and associated genetic elements for use in recombinant adeno-associated virus (rAAV)-based gene therapy for the treatment of genetic hearing loss.

Abstract: The invention relates to a ring gear cable winch having a cable drum and a drive device for driving the cable drum, wherein the drive device comprises a ring gear connected to the cable drum in a rotationally fixed manner and a plurality of drive motors arranged distributed over the circumference of the ring gear, and each drive a drive pinion meshing with the ring gear, wherein the drive pinions are connected directly to the drive motors without gearing and rotate at the motor shaft speeds of the drive motors.

Abstract: A method may include presenting a user interface, the user interface including: a graph presentation area; and a graph link type confirmation area; executing a knowledge graph database search query; in response to the executing, receiving a set of tuple objects corresponding to relationships between entities in the knowledge graph database; populating the graph presentation area with representations of the entities and links connecting the representations of the entities; populating the graph link type confirmation area with a selectable user interface element configured to confirm a relationship of the relationships between entities; receiving activation of the selectable user interface element; and in response to receiving the activation, updating the graph presentation area.

Abstract: Aspects of the disclosure are directed to automatically drafting police reports using a collaborative artificial intelligence (AI) system that can reduce bias in policing. The collaborative AI system can receive sensor data associated with an occurrence to generate a recreation of the occurrence in near-real time as the occurrence is underway. The collaborative AI system can utilize the recreation to automatically draft a police report for the occurrence in an unbiased and comprehensive manner.

Abstract: Generative media content (e.g., generative audio) can be played back across multiple playback devices concurrently. A coordinator device can receive a multi-channel stream of media content, with at least some channels comprising generative media content. The coordinator device transmits each of the channels to a plurality of playback devices. A first playback device plays back a first subset of the channels according to first playback responsibilities and a second playback device plays back a second subset of the channels according to second playback responsibilities. The first and/or second playback responsibilities can be dynamically modified over time, for example in response to one or more input parameters.

Abstract: Various illustrative systems, devices, and methods for beverage machines are provided. In one exemplary implementation, a system includes a housing, a grinder, a portafilter, a filter basket, and a tamp. The grinder is disposed within the housing. The portafilter is removably coupled to the housing. The filter basket is configured to be removably disposed within the portafilter for receiving coffee grounds. The tamp is configured to be disposed within the housing and has a tamp head, a tamp body, and a spring.

Abstract: Sorbent for filtering a coolant in immersion cooling systems, such as those used to cool electronic components. Sorbent may comprise activated carbon sorbent materials that have a bulk oxygen content of about 1 wt. % to about 5 wt. %, a moisture level of at most about 1.5 wt. %, and a molasses number of at least about 150. Sorbents may be contained within an enclosure to convey coolant therethrough to remove conductive contaminants from the coolant.

Abstract: Embodiments of the present invention provide a system for optimizing configuration of resource upgrades. The system is configured for identifying entity resources that meet conditions associated with upgrading the entity resources, identifying rules associated with upgrading the entity resources, determining change windows for upgrading the entity resources based at least on the rules, generating a schedule for upgrading the entity resources based on the rules and the change windows, displaying the schedule for upgrading the entity resources to a user, via a dynamic editable user interface, prompting the user to provide an input associated with the schedule via the dynamic editable user interface, receiving the response from the user via the dynamic editable user interface, and automatically upgrading the entity resources based on the schedule and the response received from the user.

Abstract: A computer implemented system for generation of performance analysis of digital advertising carried out on a global communications network that may be accessible by consumers is provided. The system may include a processor and one or more of a client database. The client database may include client data stored thereon. The client data may include a conversion rate, an average order value, and/or an incremental lift rate. The processor may be configured to identify a conversion rate score, identify an average order value score, and identify an incremental lift rate score. The processor may further be configured to generate an aggregated media value score that may be based on the conversion rate score, the average order value score, and the incremental lift rate score. The processor may also be configured to broadcast the aggregated media value score to a receiver.

Abstract: An electrical device includes an internal electrical conductor that extends along a longitudinal axis. An insulator is overmolded around the internal electrical conductor such that the insulator includes first and second insulator portions with a parting plane at an interface between the first and second insulator portions. The parting plane is oriented such that it intersects the longitudinal axis. The electrical device may include a low electrical stress area defined by an electrical shield, wherein the parting line may be disposed entirely within the low electrical stress area. The electrical device may be a switchgear that includes a vacuum interrupter assembly having a vacuum bottle surrounded by an insulating sleeve comprising first and second sleeve portions with a parting plane at an interface between the first and second sleeve portions. The parting plane is oriented such that it intersects the longitudinal axis.

Abstract: A plant display device is disclosed which can be anchored within a window and is capable of supporting several potted plants simultaneously. The plant display device comprises a pair of independent vertical bars aligned vertically on opposite sides of the window and clamped into place. Then, multiple horizontal bars are installed at different heights along the vertical length. Each horizontal bar can support several potted plant holders held in place by a nut and bolt fixture. Users can screw the nut and bolt fixtures onto the horizontal bars to display their potted plants within the circular holders. Users can display their plants in a custom manner without worry of the plants being dropped or knocked over by children, pets, etc.

Abstract: Foldable or flexible ear tags for animals are disclosed herein. An example ear tag includes a flexible member configured to adapt to an interior of an ear of an animal, a solar panel housed on a protruding segment of the flexible member, the solar panel is configured to maintain an upward-facing orientation for sunlight exposure when the electronic ear tag is attached to the ear, an electronics assembly mounted on a rigid member of the electronic ear tag, the electronics assembly having a controller having a processor and memory for receiving and processing data from a location sensor, and a biometric sensor that are in contact with the ear, and a strap extending from the flexible member, the strap being configured to fit over a top of the ear to prevent rotation of the electronic ear tag when a securement member is inserted through the strap, the ear, and the flexible member.

Abstract: Various illustrative systems, devices, and methods for beverage machines are provided. In one exemplary implementation, a system includes a portafilter, a filter basket, a funnel, and a tamp. The portafilter is configured to be removably coupled to a housing of a beverage machine. The filter basket is configured to be removably disposed within the portafilter for receiving coffee grounds. The funnel is configured to be removably mounted on the portafilter and has a passageway configured to receive the coffee grounds therein and to direct the coffee grounds into the filter basket. The tamp is slidably insertable into the passageway of the funnel and configured to advance through the funnel to press the coffee grounds in the filter basket.