Abstract: Systems and methods for minimizing development time in artificial intelligence models by automating model selection based on dataset fittings of time-series data prior to hyperparameter optimization. The systems and methods use a scoring policy based on a plurality of labeled datasets that score one or more results contained within the aggregate statistical profile. The system may dynamically identify particular criteria in statistical data that indicates an effectiveness of a given model on a given dataset. These criteria (e.g., the scoring policy) may then be updated over time as new datasets, statistical analyses, and/or aggregated statistical profiles are developed within affecting the underlying models and/or datasets.

Abstract: A system for a passive optical network.

Abstract: Apparatus and methods for measuring a shunt resistance through which an input current flows, wherein the input current has a first frequency range, include a voltage source configured to generate an AC voltage having a second frequency range that is higher than the first frequency range. An inductor, a capacitor, and the shunt resistance form an RLC network to which the voltage source is coupled. Processing circuitry coupled to receive a superimposed voltage across the shunt resistance is configured to generate a measured resistance indicative of the shunt resistance in response to the superimposed voltage.

Abstract: A method of generating a dynamic rating for an entity and rearranging an icon associated with the entity on a graphical user interface (GUI) of a computer system. The method includes: receiving a first set of data associated with one or more parameters for the entity; calculating a plurality of ability scores based on the first set of data; generating a first player rating based on each ability score of the plurality of ability scores; dynamically adjusting the plurality of ability scores based on receiving a second set of data associated with the one or more parameters for the entity; updating the first player rating based on the adjusted plurality of ability scores; automatically rearranging the icon to a position above or below a current position of the icon on the GUI based on the updated first player rating.

Abstract: An interface configured to be removably attached to a vehicle exterior surface is disclosed. The interface may include a sensor unit configured to receive user inputs associated with at least one of a vehicle longitudinal movement and a vehicle steering wheel rotation. The interface may further include an interface communication module communicatively coupled with the sensor unit. The interface communication module may be configured to communicatively couple with a vehicle communication module when the interface may be attached to the vehicle exterior surface. The interface communication module may further obtain the user inputs from the sensor unit when the interface communication module may be coupled with the vehicle communication module, and transmit the user inputs to the vehicle communication module to cause a vehicle movement based on the user inputs.

Abstract: A capacitive touch screen display operates by: providing a display configured to render frames of data into visible images; providing a plurality of electrodes integrated into the display to facilitate touch sense functionality based on electrode signals having a drive signal component and a receive signal component; generating, via a plurality of drive-sense circuits coupled to at least some of the plurality of electrodes, a plurality of sensed signals; receiving the plurality of sensed signals; generating capacitance image data associated with the plurality of cross points that includes capacitance variation data corresponding to variations of the capacitance image data from a nominal value; and processing the capacitance image data to determine a touchless indication proximal to the touch screen display based on a touchless indication threshold.

Abstract: Some embodiments include an appliance energy source supply system for an energy source supply appliance. The appliance energy source supply system can comprise a first thermal control device and a second thermal control device. The appliance energy source supply system can be configured so that a fuel energy source is received by one of the first thermal control device or the second thermal control device before the fuel energy source is made available to a receiver vehicle. Other embodiments of related systems, devices, and methods also are provided.

Abstract: A latch assembly is described for use with a pivoting hitch device that allows the pivoting of a bicycle rack away from the rear of a vehicle to allow access to a lift gate, tail gate, trunk, hatchback, or other rear access point for a vehicle. The pivoting hitch device has two support members that are pivotally attached to one another. The latch assembly is attached to one of the support members of the pivoting hitch device, and may have an actuator, a latch bar, and a connecting member that connects the actuator to the latch bar. A latch member is attached to the other support member of the pivoting hitch device. The latch bar engages the latch member to secure the two support members in relation to one another and prevent pivotal movement.

Abstract: A vehicle seating assembly comprises a seat base, a seat back, an articulation mechanism coupled to the seat base and seat back to allow the seat back to move between an upright seating position and a folded position, a back panel provided on the seat back, an accessory attachment system located on the back panel and having one or more alignment connector structures and one or more latches, and an accessory configured to connect onto the back panel and engage the one or more alignment connectors and the one or more latches.

Abstract: A blister collation system includes a blister packager with a blister seal station which seals a blister package with a medicament inside and a blister package stacker connected to the blister packager via a conveyor which moves individual blister packages. The blister package stacker has a nest inlet for reception of the blister packages from the conveyor, a nest assembly for holding one of the blister packages, and a first blister package collection tower for storing a stack of the blister packages. The nest assembly is configured to insert one blister package at a time upward into a bottom of the first collection tower. The stacker further has a tower gate holding the inserted blister packages and a mechanism for pushing the stack of the blister packages from the first collection tower into a storage container.

Abstract: A technique sends a first prompt to a language model that specifies selector information. The selector information provides a summary of a group of functions that are capable of being invoked. The language model responds by choosing one or more functions from the group of functions. The technique then sends a second prompt to the language model that specifies more detailed information regarding just the function(s) that have been identified by the language model. The language model responds by providing invocation information for each of the functions, such as properly formatted API messages. The technique then invokes the function(s) based on the invocation information. The technique reduces the size of each prompt sent to the language model, which makes efficient use of resources and improves the quality of the language model's output results.

Abstract: Methods and systems are described herein for minimizing development time in artificial intelligence models by automating model selection based on dataset fittings of time-series data prior to hyperparameter optimization. The system may select a statistical profile type to identify in a first dataset. The system may retrieve a statistical model corresponding to the statistical profile type. The system may select, based on a first statistical profile, a first untrained model from a first plurality of untrained models for training, wherein the first plurality of untrained models comprises respective algorithms for time-series forecasting and wherein each of the first plurality of untrained models comprises default hyperparameter tuning. The system may, based on selecting the first untrained model, tune a first hyperparameter of the first untrained model using the first dataset.

Abstract: A control device may be configured to delay an attachment procedure while attachment messages are being transmitted over the network. The control device may be configured to initiate an attachment procedure with a router device on a network at the end a back-off period of time. The attachment procedure may include transmitting attachment messages (e.g., parent request messages) that enable the control device to transmit and receive messages over the network through the router device. During the back-off period of time, the control device may determine an attachment message is received from another control device on the network. And, if an attachment message (e.g., a parent request messages and/or a link request message) is received from another control device, the control device may increase the back-off period of time (e.g., delaying when the control device initiates its attachment procedure).

Abstract: An apparatus receives, in a bitstream for a block, an indication of a block vector predictor (BVP) and a first and a second component magnitude of a block vector difference (BVD). The apparatus determines each of a plurality of block vector (BV) candidates based on a sum of the BVP and a different one of a plurality of BVD candidates. Each of the plurality of BVD candidates includes: the first and second component magnitudes of the BVD, and a different combination of signs for the first and second component magnitudes. Validities of the plurality of BV candidates are determined based on values of samples, stored in a reference memory, of reference blocks indicated by the plurality of BV candidates. The apparatus determines a sign for at least one of the first and second component magnitudes of the BVD based on the validities of the plurality of BV candidates.

Abstract: A visible light sensor (VLS) may be configured to sense environmental characteristics using images of a space. The VLS may be controlled in one or more modes, including a daylight glare sensor mode, a daylighting sensor mode, a color sensor mode, and/or an occupancy/vacancy sensor mode. In the daylight glare sensor mode, the VLS may be configured to decrease or eliminate glares. In the daylighting sensor mode and/or color sensor mode, the VLS may be configured to provide a preferred amount of light and color temperature, respectively, within the space. In the occupancy/vacancy sensor mode, the VLS may be configured to detect an occupancy/vacancy condition within the space and adjust one or more control devices according to the occupation or vacancy of the space. The visible light sensor may be configured to protect the privacy of users within the space via software, a removable module, and/or a special sensor.

Abstract: A machine assembly for forming a smoking product comprises a base plate and includes a die block assembly having a plurality of cavities and a needle punch. A bottom punch assembly including a plurality of punches is positioned below the die block assembly. A top punch assembly having a plurality of punches is positioned above the die block assembly. A hopper carrying a material to form smoking products is positioned over the plurality of cavities and fills the cavities. The plurality of punches of the top punch assembly and the bottom punch assembly compress the material in the plurality of cavities of the die block. During this compression, the needle punch extends through one end of each of the plurality of cavities to form an opening in the compressed material therein. After compression is released, each compressed material provides a smoking product.

Abstract: A tattoo ink formulation for endoscopic marking includes an ink solution having carbon suspended in water and a radiopaque solution having an ethiodized oil. The ink formation is configured to be viewable in both visible light and with non-invasive medical imaging, such as x-ray imaging and computed tomography (CT) scans.

Abstract: Examples of the present disclosure describe systems and methods for zero trust domain name system (DNS) (ZTDNS) based networking. A computing device implementing ZTDNS based networking blocks any outbound connections that are not included in a list of trusted IP addresses. The list of trusted IP addresses is updated in response to the computing device receiving from a trusted DNS server an IP address corresponding to a DNS request. In some examples, the ZTDNS based networking intercepts and evaluates outbound communications for applications that implement a custom application DNS client. In other examples, the ZTDNS based networking intercepts and evaluates outbound communications for virtual environments. The outbound communications for both the custom application DNS client and the virtual environments are proxied through a local DNS client of the computing device.

Abstract: A device for simulating a patient's lung in combination with a ventilator, manikin, or other external systems. A threaded member extends across a chamber of the device, having a piston and a two-traveler assembly thereon. The traveler assembly, in part, provides a seal between an ambient compartment at one end of the chamber and a pressurized compartment representing the simulated lung at an opposite end of the chamber having an air intake. Other elements, such as an O-ring placed between parts of the traveler assembly, grease added to the traveler assembly, and/or a formed seal and seal cover within the pressurized compartment further seal between the pressurized and ambient compartments of the chamber. The compact form of the device is aided by a volume compensation system which interacts with the external system, measuring air pressure and chamber volume to expel excess retained air from the pressurized compartment.

Abstract: The concepts and technologies disclosed herein are directed to time-aware blockchain staged regulatory control of Internet of Things (“IoT”) data. A federation platform can receive a registration request from an enterprise edge platform to register a blockchain identifier for publication of public data on a public blockchain. The federation platform can determine if the registration request contains any restricted data parameters. In response to determining that the registration request does not contain any restricted data parameters, the federation platform can query a security module to obtain an encryption key. The federation platform can receive the encryption key from the security module and store the encryption key in association with the blockchain identifier and an enterprise edge platform ID that uniquely identifies the enterprise edge platform.