Abstract: A data processing system includes: a processor; a memory containing programming instructions for execution by the processor; and a network interface for communicating with an Artificial Intelligence (AI) engine. The programming instructions include an application for generating written content, the application having a function to generate and submit a structured query regarding the written content to the AI engine to generate feedback on an assessed quality of the written content, the structured query structured to prompt for feedback in a variety of specified categories for the written content. The application further includes a user interface to display the feedback on the written content and provide an option to a user to implement the feedback to revise the written content.

Abstract: In some aspects, control circuitry receives and stores a user-specified time duration to associate with a skip-forward command. When the user later issues a skip-forward command to advance playback of a media asset to a desired location, the control circuitry retrieves the stored time duration, and determines an expected overshoot value associated with the skip-forward command. The control circuitry then compensates for the expected overshoot by calculating a new location in the media asset based on both the retrieved time duration and expected overshoot value. Upon advancing to the new location, the media asset is played back in a fast-forward mode, e.g., at a speed higher than normal speed.

Abstract: An electrical component is provided by metallizing holes that extend through a glass substrate. The electrical component can be fabricated by forcing a suspension of electrically conductive particles suspended in a liquid medium through the holes. The suspension can be forced into the holes under an air pressure differential such as a vacuum force, a centrifugal force, or an electrostatic force. The liquid medium in the holes can be dried, and the particles can be sintered. The particles can further be packed in the hole. Alternatively or additionally, the particles can be pressed against the outer surfaces of the substrate to produce buttons.

Abstract: Described herein are systems, methods, and software to manage an active/standby gateway configuration using Duplicate Address Detection (DAD) packets. In one implementation, a first gateway determines that a heartbeat connection with a second gateway has failed. In response to the failed heartbeat connection, the first gateway implements a packet filter for the data plane that permits DAD packets but blocks one or more other protocols. The first gateway then determines whether a response is received to the DAD packets within a timeout period. If received, the first gateway will revert to a standby state. If not received, the first gateway will assume the active state in place of the second gateway.

Abstract: A method for preparing a contact lens containing an ultraviolet (UV) blocker is disclosed. The method involves (a) polymerizing a monomeric mixture comprising (i) one or more contact lens-forming comonomers, and (ii) one or more UV blockers comprising a phenolic group having a protected hydroxyl moiety and one or more ethylenically unsaturated reactive groups to obtain a polymerization product comprising the one or more UV blockers comprising a phenolic group having a protected hydroxyl moiety, and (b) deprotecting the protected hydroxyl moiety of the one or more UV blockers of the polymerization product.

Abstract: The present invention provides a robust and effective solution to an entity or an organization by enabling maximization of the utilization of machine resources by optimally allocating the tasks such as application programming interfaces (APIS) in the queue using a set of predetermined instructions. The method further enables finding the number of machines in order to fulfil a cumulative service-level agreement (SLA) of the APIs in the queue using heuristics and the set of predetermined instructions.

Abstract: Disclosed are techniques for simulation of a circuit design using a set of primary signals captured by a hardware emulation system. In preparation for simulation, the circuit design is divided into partitions that are substantially uniform in size. Sequential dependencies are then identified based on signals that cross partitions. The set of primary signals includes signals that, when provided as input to the simulation, break the sequential dependencies such that each partition can be simulated independently. Techniques for determining which signals to include in the set of primary signals are also disclosed. The hardware emulation system is configured to capture values of the primary signals as part of emulating the circuit design. Afterwards, the simulation is performed using the captured values. During the simulation, non-primary signals are reconstructed using values obtained from simulating each partition independently.

Abstract: A system, for example, an online system uses a machine learning based language model, for example, a large language model (LLM) to process crowd-sourced information provided by users. The crowd-sourced information may include comments from users represented as unstructured text. The system further receives queries from users and answers the queries based on the crowd-sourced information collected by the system. The system generates a prompt for input to a machine-learned language model based on the query. The system provides the prompt to the machine-learned language model for execution and receives a response from the machine-learned language model. The response comprises the insight on the topic and evidence for the insight. The evidence identifies one or more comments used to obtain the insight.

Abstract: The invention relates to a process for producing hydrogen, having a steam methane reforming step for producing synthesis gas, in which heat for the endothermic reaction is at least partially provided by converting electrical energy into heat. The synthesis gas is subject to a water-gas shift step and the shift product is separated into a hydrogen product and a tail gas. The latter is subject to a tail gas separation step, producing a hydrogen rich stream, a carbon dioxide product, and an off-gas stream rich in carbon monoxide and methane. The hydrogen rich stream is recycled to the shifted synthesis gas. According to the invention, off-gas obtained in the tail gas separation step is recycled to the hydrocarbon containing feedstock stream, so that a combined stream of hydrocarbon containing feedstock, off-gas and steam is supplied to the steam methane reforming step.

Abstract: A method of processing a core sample includes the steps of: hermetically sealing the core sample in a chamber of an enclosure, comminuting the core sample while the chamber is hermetically sealed, injecting a hydrophilic agent into the chamber, wherein a slurry is formed by at least the hydrophilic agent and water released by the core sample, extracting at least a portion of the slurry from the chamber, separating a fluid from the slurry, analyzing the separated fluid to estimate an amount of water in the fluid, and estimating a water content of the core sample using the estimated amount of water in the fluid.

Abstract: The data management system allows for users to input data into a centralized cloud based platform allowing for greater ease of access. The system also provides powerful analysis tools designed to give visualizations for any drug process and stability data the user wishes to graph. AI/ML can further help with Yield optimizations, process control, and ability to quick review of stability data.

Abstract: A device configured for monitoring a concentration of at least one volatile breathing compound. The device can include a gas interface having a mouthpiece to blow into. A connector can couple the interface to a conduit connected to a flow meter and a valve. The flow meter can measure a predefined first flux level of a patient respiratory gas flux. The gas conduit can also connect to an inlet into an intermediate gas storage. The intermediate gas storage can let patient respiratory gas exhaust in response to the flow meter sensing an expiration of the patient respiratory gas flux. A pump can draw the patient respiratory gas with a predefined second flux level in a reverse direction out of a sampling gas outlet and into a gas sampling line where exhaled concentrations of volatile breathing compound are by a detector.

Abstract: A computer-implemented method to determine whether to introduce latency into an audio stream from a particular speaker includes an audio stream from a sender device. The method further includes providing, as input to a trained machine-learning model, the audio stream and a speech analysis score, information about one or more voice emotion parameters, and one or more voice emotion scores for a first user associated with the sender device, wherein the trained machine-learning model is iteratively applied to the audio stream and wherein each iteration corresponds to a respective portion of the audio stream. The method further includes generating as output, with the trained machine-learning model, a level of toxicity in the audio stream. The method further includes transmitting the audio stream to a recipient device, wherein the transmitting is performed to introduce a time delay in the audio stream based on the level of toxicity.

Abstract: A computing resource allocation system receives entity resource usage data describing computing resource usage of an executable service platform by an entity as part of a first allocation generated using a first allocation mechanism. A computing resource allocation system generates an entity resource model based on the entity resource usage data of the computing resource usage of the executable service platform as part of the first allocation mechanism. A computing resource allocation system simulates computing resource usage of the executable service platform by the entity as part of a second allocation mechanism based on the entity resource model and the entity resource usage data. A computing resource allocation system estimates a second allocation to provide to the entity based on the simulating.

Abstract: Systems and methods for identifying fraudulent activity in NFT exchanges are described. Embodiments of the present disclosure obtain transaction data for non-fungible tokens (NFTs) and generate a transaction graph based on the transaction data. The transaction graph includes nodes corresponding to blockchain addresses and nodes corresponding to individual NFTs. Embodiments additionally identify a cycle of the transaction graph, predict a fraudulent activity based on the cycle using a machine learning model, and transmit an alert to a user indicating the predicted fraudulent activity.

Abstract: A system is configured to train a customer understanding model to generate a preference score for substitution items. The customer understanding model generates a preference score for each of a plurality of related substitution items based on order data including data indicative of at least one item ordered and location data indicating a location of a first store. The customer understanding model ranks each of the substitution items based on the preference score. Order data is transmitted including substitution data identifying each of the substitution items and corresponding rank. Performance data associated with a set of operations implemented based on the order data and the substitution data is obtained. An updated customer understanding model is trained based on the performance data and iteratively modified based on the updated training dataset and updated performance metrics generated from second performance data.

Abstract: A central system coupled to a subsystem receives a fault indication associated with a fault in one or more circuits of the subsystem from a local fault collection and control (FCCS) of the subsystem when a software recovery of the fault fails. Based on the received fault indication, the local FCCS and a central FCCS of a central system is masked from additional fault indications from the one or more circuits. The central system then signals the reset of the one or more circuits of the subsystem after the masking of the additional fault indications, wherein the one or more circuits is reset based on the signaling and the additional faults are masked from one or more of the local FCCS and central FCCS during the reset.

Abstract: The present application relates to novel compounds described herein, the method of preparing the same, its pharmaceutical composition and method for use thereof. In particular the invention relates to compounds of formula (A) or their pharmaceutically acceptable salts thereof as inhibitors of KRAS protein and useful in treatment, prevention and/or amelioration of diseases or disorders associated with KRAS especially the Cancer.

Abstract: A method and system for predicting a fuel consumption of an aircraft is disclosed. First, a centralized machine learning model is built and trained using available public data. A version of the centralized model is then sent to one or more edge computing devices controlled by entities that own aircraft, and they input their proprietary data into the version of the centralized model they receive. The received version of the centralized model is trained using the proprietary data and a neural network gain for the centralized machine learning model is determined based on a weighted average of edge neural network gains from the edge computing devices. This neural network gain is used to further train the centralized model to give a more accurate prediction of the fuel consumption without the centralized machine learning model actually ever receiving and being trained with the proprietary data of the airlines and other entities.

Abstract: Described herein are novel 5xxx series aluminum alloys which exhibit high strength and formability. The aluminum alloys described herein have higher amounts of Mg content than traditional 5xxx series aluminum alloys and exhibit high strength and formability. The aluminum alloys described herein are produced according to a method including continuous casting.