Abstract: A method and related systems for providing adaptive responses by varying parameters used to select content includes obtaining an accuracy feedback indicator associated with a first generated message and determine an updated context generation component by applying a feedback-based protocol to the first state to set the control parameters to a second state based on the accuracy of the first generated message. Some embodiments may then generate a content sequence using the modified control parameters and use the content sequence as an input context for a second query to a language model.

Abstract: Systems and methods to convert one or more objects of interest from a respective image of each of at least two contained spaces into respective one or more numerical counts indicative of a number of the one or more objects of interest in the at least two contained spaces within a period of time. A prediction is generated of a future number of the one or more objects of interest in the at least two contained spaces within a future period of time after the period of time, and a recommendation is recommended to a prospective user one of the at least two contained spaces for the prospective user to select as a destination within the future period of time based on the prediction of the future number of one or more objects of interest in each of the at least two contained spaces.

Abstract: The present application relates to devices and components including apparatus, systems, and methods for concatenating in the packet data convergence protocol sublayer or the service data adaptation sublayer in wireless networks.

Abstract: Systems and methods to identify blockchain anomalies include an artificial intelligence (AI) tool comprising a processor and an AI model, a memory communicatively coupled to the processor, and machine-readable instructions stored in the memory. Upon execution by the processor, the machine-readable instructions cause the processor to: extract block parameters from a block of a blockchain, generate one or more statistical approximations of the block based on the block parameters, compare the one or more statistical approximations of the block to at least one anomaly threshold, detect an irregular block pattern in the block when the one or more statistical approximations exceed the at least one anomaly threshold, via the AI model, identify an anomaly within the block based on the irregular block pattern in the block, and generate an alert when the anomaly is identified.

Abstract: Systems and methods to identify blockchain anomalies include an AI tool comprising a processor, a GPU, and a GNN model to extract graph parameters from a block transactions graph of a blockchain block, generate statistical approximations of the graph based on the graph parameters, compare the statistical approximations to at least one anomaly threshold, detect an irregular graph pattern in the graph when the statistical approximations exceed the at least one anomaly threshold, identify via the GNN model an anomaly within the block transactions graph based on the irregular graph pattern, generate via the GPU an address graph based on the block transactions graph when the anomaly is identified to display one or more addresses associated with the anomaly, and generate an alert when the anomaly is identified.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating relevance prediction-based ranking and presentation of documents for intelligent searching in cloud computing environments in database systems according to one embodiment. In one embodiment and by way of example, a method includes receiving a query, predicting relevance of documents associated with the query based on content of the query and historical user expectations, where the relevance is predicted based on comparison of a first relevance prediction with a second relevance prediction. The method may further include ranking the documents based on the predicted relevance, where the documents are sorted based on the ranking, and communicating, in response to the query, the ranked and sorted documents to a computing device over a communication network.

Abstract: A device for monitoring the effectiveness of sand compaction on a production line comprising one or more sensors. The sensor's response measures the changes in sand compaction, which is affected by the mechanics of the vibration system, changes in the sand properties, and environmental changes. A sensor comprises multiple chambers where the sand is compacted, with each of these chambers having a different difficulty in resisting sand filling and compaction. The difficulty of filling and compacting the sand in these chambers can be controlled using factors such as geometry of each of the chambers and direction of the fill and compaction of sand.

Abstract: This invention describes a cloud-based architecture that orchestrates the detection and dissemination of highly-dynamic, real-time, and fine-grained TV white space information to improve spectrum information used for White Space Devices (WSDs). Wasted spectrum opportunities were first identified, both temporal and spatial, due to the current approach of white spaces detection. This invention introduces a next generation of geo-location databases capable of tracking the state of the relatively static TV transmitters and the highly dynamic TV receivers. A quantitative evaluation of the potential gain in white space availability for large scale deployments of this novel architecture demonstrated significant improvement in the availability of white spaces.

Abstract: This invention describes a cloud-based architecture that orchestrates the detection and dissemination of highly-dynamic, real-time, and fine-grained TV white space information to improve spectrum information used for White Space Devices (WSDs). Wasted spectrum opportunities were first identified, both temporal and spatial, due to the current approach of white spaces detection. This invention introduces a next generation of geo-location databases capable of tracking the state of the relatively static TV transmitters and the highly dynamic TV receivers. A quantitative evaluation of the potential gain in white space availability for large scale deployments of this novel architecture demonstrated significant improvement in the availability of white spaces.

Abstract: A device with one or more sensors for monitoring the effectiveness of sand compaction on a production line. The sensor's response measures the changes in sand compaction, which is affected by the mechanics of the vibration system, changes in the sand properties, and environmental changes. A sensor comprises multiple chambers where the sand is compacted, with each of these chambers having a different difficulty in resisting sand filling and compaction. The difficulty of filling and compacting the sand in these chambers can be controlled using factors such as geometry of each of the chambers and direction of the fill and compaction of sand.

Abstract: A device for determining the integrity of a greensand mold comprising two or more measurement sensors or plates on a support or supports. The support may comprise a frame straddling a mold production line between the mold machine and the pour station. When the production line is stopped, the measurement sensors or plates are extended to contact opposing sides of a mold and determine electrical characteristics of the mold, including capacitance and inductance. By comparing the electrical characteristics of the mold to the electrical characteristics of recently tested molds in the production line, a determination can be made whether the mold should be used at the pour station.

Abstract: An antenna-coupled dual-band focal plane array for detecting radiation in the infrared and millimeter-wave bands. The dual-band focal plane array includes a millimeter antenna-coupled pixel incorporating an array of infrared antenna-coupled pixels in a two-dimensional focal plane array format for detecting infrared and millimeter-wave radiation. The configuration allows for a single aperture system capable of operating in both the infrared and millimeter bands. The system further includes electronics for sampling the millimeter antenna-coupled pixel and the array of infrared antenna-coupled pixels for course spatial sampling of the millimeter pixel and fine spatial sampling of the infrared pixels. Application areas can include collision avoidance, bad-weather driving, and maritime navigational aids.

Abstract: A message board having multiple surfaces connected together such that they are rotatable with respect to one or more axes. In its simplest design, the message board includes two surfaces rotatable around a single axis. The first surface includes a set of messages arranged on its front face in a predefined pattern. The second surface is stacked over the front face of the first surface, covering the set of messages on the front face of the first surface. The second surface includes one or more windows that allow selection and display of a subset of the messages available on the first surface as the two surfaces are rotated with respect to each other. In other embodiments, the message board includes additional stacked surfaces that may include messages and/or windows, wherein proper alignment and relative rotation of the plurality of surfaces reveal selected messages distributed over the surfaces.