Abstract: A method and related system may generate an interactive dashboard by using a predicted language model context. The method may include generating a context of predicted prompts for a language model and generating queries for execution based on the predicted prompts.

Abstract: Systems and methods for analyzing documentation for assessing potential fraudulent user submissions are provided. According to certain aspects, a server computer may receive an initial set of documentation descriptive of damage to a property asset, and may analyze the initial set of documentation to determine whether additional documentation is needed. The server computer may initiate a communication channel with a user device via which the additional documentation may be submitted, and the server computer may similarly analyze the additional documentation to determine a likelihood of fraud. The server computer may process the user submission accordingly.

Abstract: A computer-implemented method can include receiving vehicle image data of a vehicle captured by a portable imaging gate apparatus, wherein the portable imaging gate apparatus includes a plurality of frames, and wherein at least one frame of the plurality of frames is adjustable to accommodate vehicles of different sizes. The computer-implemented method can also include analyzing the vehicle image data to identify one or more vehicle features. The computer-implemented method can further include determining a first vehicle feature from the one or more vehicle features. The computer-implemented method can additionally include updating a risk evaluation based at least on the first vehicle feature. Other embodiments are disclosed.

Abstract: A user interface provides insights with respect to modes of payments offered by merchants within a particular region of interest defined by a user in the user interface. Historic and real time transaction data are obtained and merged to create integrated records. Location information and payment modes for merchants are obtained from the integrated records. The location information and payment modes for merchants within a defined region of interest are automatically arranged in the user interface enabling the user to view, on a map and at a glance, a location of the merchants, which merchants offer particular modes of payment, and a success rate for the particular modes of payment for the merchants within the region of interest.

Abstract: A computer-implemented method including receiving an image for evaluation, the image includes video and/or still image data; analyzing the image to extract profile features using a pattern recognition or a facial recognition algorithm, an object recognition, and/or an object character recognition, the profile features include first profile features related to a vehicle and second profile features related to an image verification indicator, the second profile features include one or more features related to an identity of a user; generating an image verification score including a first comparison and a second comparison of at least a portion of one or more of the first profile features and at least a portion of one or more of the second profile features, respectively, and the image verification indicator; and updating a vehicle profile when the image verification score satisfies a threshold of similarity based on the comparisons.

Abstract: A telematics analysis computing device for monitoring driving behavior of a driver of a vehicle, the telematics analysis computing device comprising one or more processors in communication with a memory device comprising computer instructions that, when run on the one or more processors, cause the one or more processors to execute operations: receiving telematics data collected from one or more electronic devices of one or more users; analyzing the telematics data to determine (a) one or more stop locations and (b) one or more driving behaviors of the one or more users at the one or more stop locations; generating, based on analyzing the telematics data, safety scores for the one or more stop locations; generating a route based on a request received from an electronic device of the driver; identifying, along the route, as generated, at least one of the one or more stop locations having a respective safety score of the safety scores that is below a predetermined threshold; and transmitting a notification to th

Abstract: A method for anomaly detection comprising receiving data parameters defining a first query; retrieving a first dataset corresponding to the data parameters; receiving second data parameters defining a second query linked to the first query; selecting a predefined filter; retrieving a second dataset based on the first dataset, the predefined filter, and the second data parameters; analyzing, using a machine learning model trained in real-time, the second dataset to detect anomalies; selecting anomaly parameters corresponding to the anomalies; filtering an output of the machine learning model according to the anomaly parameters; generating instructions for identifying anomalous items based on the data parameters, the predefined filter, the second data parameters, the anomaly parameters, and detection pattern parameters; executing the set of instructions for identifying anomalous items to identify anomalous items in real-time within the second dataset; and transmitting information about the anomalous items to a

Abstract: Systems, methods, and devices for generative rendering based on user-initiated prompts. A method includes determining a base rendering of a space and generating a layer within the base rendering, wherein the layer is associated with an identified region within the base rendering. The method includes receiving a layer amendment request comprising instructions for amending the identified region associated with the layer, wherein the layer amendment request comprises one or more of a text prompt or an image prompt. The method includes providing the layer amendment request to an artificial intelligence and/or machine learning (AI/ML) engine configured to generatively render the identified region based on the layer amendment request.

Abstract: A data storage device and method are disclosed for resource optimization in video processing. In one embodiment, a data storage device is provided comprising a memory and one or more processors. The one or more processors, individually or in combination, are configured to: determine whether an image frame requires processing; in response to determining that the image frame requires processing: generate a lower-quality version of the image frame; and perform processing on the lower-quality version of the image frame; determine whether additional processing is needed; and in response to determining that additional processing is needed, perform the additional processing on the image frame instead of the lower-quality version of the image frame. Other embodiments are provided.

Abstract: Methods and systems for tracing forwards of an electronic message. One method includes storing, for each of a plurality of forwarded messages sent via an electronic messaging application, a record in a data store, each record including a link to an original message for the forwarded message and calculating, with an electronic processor, a statistic for an electronic message based on records stored in the data store, wherein the statistic includes at least one selected from a group consisting of a number of forwards of the electronic message, a number of recipients of the electronic message including all forwards of the electronic message, and a number of requests to revoke the electronic message. The statistic is then output for display to a user via at least one user interface.

Abstract: A gate-based vehicle image capture system for analyzing vehicle image data is presented. The system may include a portable imaging gate apparatus configured to capture vehicle image data of a vehicle. The portable imaging gate apparatus may include a plurality of imaging assemblies positioned at a plurality of viewing angles. The system may further include an external processing server configured to receive the vehicle image data from the portable imaging gate apparatus. The external processing server may also analyze the vehicle image data to identify a plurality of vehicle features, and determine a first vehicle feature from the plurality of vehicle features. The first vehicle feature may be related to a vehicle incident. The system may also include a provider server configured to receive the first vehicle feature from the external processing server, and update an aspect of a risk evaluation based on the first vehicle feature.

Abstract: Methods, non-transitory computer readable media, network traffic manager apparatuses, and systems that protects a network service device are disclosed. The method includes monitor traffic data of a network service device, retrieve one or more attributes from the monitored traffic data of the network service device, and execute a security enhancing model to detect one or more security anomalies from the retrieved one or more attributes, wherein the security enhancing model is not subscribed by the network service device. In response to the one or more anomalies being detected, the method generates a notification comprising information on at least one of the one or more anomalies and the security enhancing model and transmit the notification to the network service device.

Abstract: An example is a circuit. The circuit includes a memory array, a mimic column, a mimic resistor, and a calibration circuit. The mimic column is along a periphery of the memory array. The mimic resistor is in a path through the mimic column. The calibration circuit is configured to calibrate a voltage for writing a memory cell in the memory array. The calibration circuit is electrically connected to the mimic resistor. A voltage may be calibrated, such as by the calibration circuit, using the mimic column. A value may be written to a memory cell of the memory array using the calibrated voltage.

Abstract: Systems, methods, and devices for generative rendering based on user-initiated prompts. A method includes determining a base rendering of a space and generating a layer within the base rendering, wherein the layer is associated with an identified region within the base rendering. The method includes receiving a layer amendment request comprising instructions for amending the identified region associated with the layer, wherein the layer amendment request comprises one or more of a text prompt or an image prompt. The method includes providing the layer amendment request to an artificial intelligence and/or machine learning (AI/ML) engine configured to generatively render the identified region based on the layer amendment request.

Abstract: An authentication system for financial transactions is disclosed. For non-disabled consumers, the authentication system sends authentication messages that have been formatted using a standard format that is easy for non-disabled consumers to interpret but which is more difficult for disabled consumers to accurately interpret. The authentication system assists disabled consumers by sending authentication messages to disabled consumers in a non-standard format that is easier to interpret than standard authentication messages.

Abstract: A user interface provides insights with respect to modes of payments offered by merchants within a particular region of interest defined by a user in the user interface. Historic and real time transaction data are obtained and merged to create integrated records. Location information and payment modes for merchants are obtained from the integrated records. The location information and payment modes for merchants within a defined region of interest are automatically arranged in the user interface enabling the user to view, on a map and at a glance, a location of the merchants, which merchants offer particular modes of payment, and a success rate for the particular modes of payment for the merchants within the region of interest.

Abstract: Provided are systems and methods for batching instructions of a bot during execution/runtime of the bot. The bot may be a software program that is designed to perform user interface interactions (e.g., button clicks, opening/closing pages, text entry, etc.) in place of a human. In one example, a method may include receiving a request to execute a bot program configured to perform a sequence of actions on a user interface of a software application, identifying a plurality of actions of the bot program that can be batched, assembling a plurality of instructions for performing the plurality of actions of the bot program into a batched payload, and transmitting an automation request with the batched payload to a back-end of the application on a server.

Abstract: Provided are systems and methods for automatically detecting a change in screen content and generating a hint message in response. As another example, the system may auto-capture the detected change in the screen content instead of or in addition to the hint message. In one example, a method may include capturing user interface metadata of content being displayed by a client-side of the software application, activating a recorder that is configured to record events transmitted between the client-side and a server-side of the software application, receiving updated user interface metadata based on a user interaction on the client-side of the software application, determining that user interface content has changed based on a comparison of the captured user interface metadata to the updated user interface metadata, and displaying a hint message via the user interface of the client-side of the software application.

Abstract: A memory device includes a plurality of select lines, a plurality of word lines, an array of memory cells, a bitline, and a resistance device. The array of memory cells includes multiple rows and multiple columns. The bitline is structured to receive a current in a read operation, causing a value stored in a selected memory cell to be readable when a select line and a word line that interest the selected memory cell are selected. The resistance device has a first terminal and a second terminal. The first terminal is coupled to the select lines, and the second terminal is coupled to ground. The resistance device is structured to bias, in the read operation, word lines of unselected memory cells in a column of a selected memory cell to a determined negative voltage.

Abstract: According to an example aspect of the present invention, there is provided a rapid, economically feasible method for producing continuous films with excellent properties using nanocellulose suspensions at high consistency.