Abstract: The systems and methods disclosed herein enable the dynamic selection of one or more AI models to generate an output in response to an input. The system receives, from a computing device, an output generation request including an input for the generation of an output using one or more models from a plurality of models. The system generates expected values for a set of output attributes of the output generation request. For each particular model in the plurality of models, the system determines the capabilities of the particular model, and dynamically select a subset of models from the plurality of models. The system dynamically selects a subset of available system resources to process the input included in the output generation request. The system generates the output by processing the input included in the output generation request using the selected subset of available system resources.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: A method of providing support at a server for GUI development is disclosed. At least a portion of a query is received from the client system. It is determined that a first field of a plurality of fields corresponding to a specified custom object type is to be resolved using a data item stored in a first server-side data store of the plurality of server-side data stores. It is determined that a second field of the plurality of fields corresponding to the specified custom object type is to be resolved using a data item stored in a second server-side data store of the plurality of server-side data stores. The data item stored in the first server-side data store is aggregated with the data item stored in the second server-side data store into a response to at least a portion of a query for sending to a client system.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: Methods and systems are disclosed that automate and institutionalize many aspects of the process of creating software. Embodiments automate aspects of pricing, software creation, and delivery using a manufacturing-styled approach to development that reuses existing code and other existing software design features.

Abstract: In an example embodiment, a common, composable abstraction is provided that allows components to work efficiently across programming languages and services without the need to write glue code. Application developers can concentrate on the application logic itself. The functionality of services can be developed by framework developers only once, using the programming language of their choice.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: A system receives a set of rules associated with a document type from a supplier entity. Each rule identifies a set of conditions and a set of actions to be taken after a document of a document type is signed if the set of conditions is satisfied. When a supplier entity sends a document of the document type to a signing entity and the signing entity provides an electronic signature, the system determines whether conditions of rules associated with the document type are satisfied. For each rule that is satisfied, the system performs actions identified by the rule.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: Methods and systems are disclosed that automate and institutionalize many aspects of the process of creating software. Embodiments automate aspects of pricing, software creation, and delivery using a manufacturing-styled approach to development that reuses existing code and other existing software design features.

Abstract: Methods and systems are disclosed that automate and institutionalize many aspects of the process of creating software. Embodiments automate aspects of pricing, software creation, and delivery using a manufacturing-styled approach to development that reuses existing code and other existing software design features.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: System and methods for generating deployments, such as software architectures, and identifying standards-related requirements applicable to deployments. A plain language message is received that describes a desired deployment. One or more entities are extracted from the plain language message. Based on the extracted entities, the system recommends one or more standards-related requirements relevant to the desired deployment, such as requirements for legal, privacy, and/or security standards. A selection is received from among the recommended standards-related requirements, the selected standards-related requirements being associated with a set of telecommunication resources configured to fulfill the standards-related requirements. The set of telecommunication resources can comprise microservices, data sources, and/or communication channels. The desired deployment is generated, which includes the set of telecommunication resources configured to fulfill the standards-related requirements.

Abstract: The systems and methods disclosed herein relate to a model validation platform that enables dynamic validation of a user's prompt for a large language model (LLM) in order to evaluate the validity of the prompt and the suitability of a large language model for processing the prompt. For example, the platform enables an estimation of the resource allocation associated with processing the prompt with a given LLM, as well as a modification of the prompt, prior to the processing the prompt with the selected LLM. The platform can further validate the output prior to transmitting the output to a server system for display to the user. By doing so, the platform enables dynamic evaluation of a request to execute an LLM, as well as evaluation of resulting outputs, for accuracy and efficiency improvements in data processing or software development pipelines.

Abstract: Provided are techniques for enhancing applications based on effectiveness scores. Application functionalities of applications in an application landscape are identified. Application logs for the applications are analyzed to identify how the application functionalities are executing. Groups of application functionalities are formed, where each of the groups includes different application functionalities that perform a similar function. For a group of the groups, an effectiveness score is assigned to each of the different application functionalities in that group. For each application functionality, a corresponding recommendation is identified on how that application functionality is to be modified based on the effectiveness score for that application functionality compared to the effectiveness score of each of the other application functionalities in the group. Each application functionality to be modified is automatically updated based on the corresponding recommendation.

Abstract: Systems and methods for providing a user interface that facilitates application development. The applications may utilize one or more underlying machine-learning models to perform application functions. Exemplary implementations may: effectuate presentation of an application development interface to developers through client computing platforms associated with the developers; receive, from client computing devices, input information indicating feature values entered and/or selected by the developers via the user interface fields; responsive to receipt of first input information, configure a first application in accordance with the feature values included in a first feature values set; provide the configured application for user by one or more users; and/or other exemplary implementations.

Abstract: A method includes, as part of establishing a feature merging threshold (?) for determining equivalence between two features, selecting a set of candidate ? values, partitioning training data into a plurality of groups, establishing a model W? for each ? value of the set of candidate ? values, iteratively performing: selecting a next group of training data of the plurality of groups of training data; adding the selected next group of training data to a training set; and for each ? value in the set of candidate ? values: training the W? for the ? value using the training set, and evaluating a size of W?, the size comprising a number of features included in the model, and choosing the feature merging threshold ? based on the iteratively performing.

Abstract: The systems and methods disclosed herein enable evaluation of machine learning model outputs within a virtual environment. The disclosed model validation platform enables testing of code generated for detection of malicious or anomalous outputs. For example, the model validation platform can construct a virtual machine isolated from the system and test model-generated code for validation of LLM-generated outputs. In some implementations, the model validation platform determines parameters of the virtual machine and/or associated validation test based on an evaluation of the machine learning model's output and/or the associated underlying prompt. For example, the parameters of the validation test depend on an evaluation of the user or the provided input (e.g., depending on the presence of sensitive data within the prompt). By doing so, the system enables dynamic evaluation of machine learning model outputs to improve the security and robustness of associated generated code.

Abstract: Various implementations disclosed herein include devices, systems, and methods that changes a surface attribute of a first object to include a surface attribute of a second object at an intersection of the two objects. For example, changing a surface attribute may include identifying an intersection between a displayed first object and a displayed second object in a graphical environment, determining whether the graphical environment is operating in a first mode or a different second mode in accordance with a determination that the graphical environment is operating in the first mode, responsive to the intersection between the displayed first object and the displayed second object identifying a portion of the first object where in the identified portion is intersecting the second object and changing a surface attribute of the portion of the first object to include a surface attribute of the second object at the intersection including the surface attribute.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: An online software development platform providing an integrated resource for design, development, and purchase of customer-desired software applications for software projects created by customers. The platform comprising one or more computers configured using computer readable instructions stored in non-transitory computer memory to provide the software development platform, wherein the software development platform is configured to implement a plurality of electronic operational domains providing user-interactive capabilities or internal functionalities of the software development platform. The domains comprising a project scope process, a pricing process, and a project development process. The platform is configured to use a configuration involving knowledge graph to recommend features.

Abstract: Methods and systems are disclosed that automate and institutionalize many aspects of the process of creating software. Embodiments automate aspects of pricing, software creation, and delivery using a manufacturing-styled approach to development that reuses existing code and other existing software design features.

Abstract: Disclosed are some implementations of systems, apparatus, methods and computer program products for generating and implementing computational graphs that facilitate concurrent computation on data streams. A computational graph includes a plurality of nodes, where each node has one or more stages associated therewith. Each stage may be associated with a corresponding operation that is to be performed on data associated with that stage.

Abstract: Methods and systems are disclosed that automate and institutionalize many aspects of the process of creating software. Embodiments automate aspects of pricing, software creation, and delivery using a manufacturing-styled approach to development that reuses existing code and other existing software design features.

Abstract: The system can determine complexity data representative of a complexity of changes to computer code that is executable to operate at least one microservice that is part of a group of microservices. The system can generate a progressive deployment plan for the at least one microservice based on the complexity of changes. The system can progressively direct traffic to the at least one microservice based on the progressive deployment plan.

Abstract: This method comprises generating an improved personalized webpage with multi-user advertisement control panel (ACP). The preferred embodiment of the ACP is a digital window presented on a monitor wherein a point and click function can be performed by a user to activate various aspects of the ACP. The ACP has a predetermined set of advertisement control features, which the user can activate to control the advertisement profile. The first user is in control of said first ACP and inputs from said first user via said first user's first ACP wherein said first input activates a first advertisement control feature (ACF) of said set of advertisement control features (ACFs). An advertisement is presented to the second user via the second user's display with based on the first user's ACF.

Abstract: A method and/or system for automated simulation of releases in Agile environments is disclosed. The system is an automated simulation engine comprising—release simulation engine to perform simulate at program or release level and sprint simulation engine to perform simulation at sprint level. The system enables user to simulate execution pattern of user stories, identify spillover user stories and risks in the execution pattern simulated by the system and re-run the simulation iteratively by modifying various project related parameters to arrive at an optimal release plan for projects in Agile environment before the actual allocation to project teams, thereby foreseeing the possible risks and mitigating them for efficient project delivery.

Abstract: According to an embodiment of the present invention, a display device for controlling one or more home appliances in consideration of a viewing situation can include: a display unit; a storage unit configured to store a learned usage pattern inference model by using a deep learning algorithm or a machine learning algorithm; a user input interface unit configured to receive a viewing event; and a control unit configured to obtain a viewing pattern from the received viewing event, to use the usage pattern inference model to obtain a usage pattern of the one or more home appliances from the obtained viewing pattern, and to display, on the display unit, usage recommendation information indicating the obtained usage pattern.

Abstract: A computer system includes one or more database search models configured to search data contained in a plurality of database tables. The one or more database search models can include a plurality of structural containers and one or more search enabling containers. The plurality of structural containers can represent objects having a structural relationship and contain property data of the objects. The property data of the objects can be obtained from the plurality of database tables. The plurality of structural containers can be shared by the one or more database search models. The one or more search enabling containers can correspond to the one or more database search models and specify a scope for searching data and a format for presenting search results.

Abstract: Systems and methods for providing a user interface that facilitates application development. The applications may utilize one or more underlying machine-learning models to perform application functions. Exemplary implementations may: effectuate presentation of an application development interface to developers through client computing platforms associated with the developers; receive, from client computing devices, input information indicating feature values entered and/or selected by the developers via the user interface fields; responsive to receipt of first input information, configure a first application in accordance with the feature values included in a first feature values set; provide the configured application for user by one or more users; and/or other exemplary implementations.

Abstract: Embodiments provide computer-implemented techniques for publishing multiple software libraries to multiple source code repositories using a set of repository agents each configured to execute one or more source code repository-specific pre-publication actions for different source code repositories.

Abstract: The present invention allows clinical trial organizers to operate a platform for creating trial specific custom mobile applications at a price point that would not be possible if the application were created by programmers on a trial-by-trial basis. The invention shortens build time by creating a hierarchy of questions that changes the next question posed to the user based upon their answer to a previous question thereby reducing the number of questions the user must answer while providing the application creation platform with the detailed information relevant to a specific clinical trial. The platform uses a simulation builder that provides a test version of the application to the user mobile device during the application creation process thereby allowing the user to see the layout of the application as they progress through the building process. While building the application, the user can create a simulated version of the application in real time deliver the same to the mobile device of the user.

Abstract: To provide visualization data to a client device, a server generates a plurality of display objects for selectively displaying at the client device to a user. Each display object includes at least one of a data portion and a graphics portion. The plurality of display objects is assigned to a plurality of vertices organized as a logical display tree. A mask specifying visual characteristics of the plurality of vertices is created. The visual characteristics of a given vertex simultaneously controls display attributes of all display objects assigned to the given vertex. The server transmits a description of the plurality of display objects, the logical display tree and the mask in a payload format.

Abstract: An application builder system includes an application builder server and a client-side application builder. The application builder server may receive, from a tenant user device, a request to store a data structure corresponding to a container component. The application builder server may identify one or more attributes of the data structure corresponding to a declarative use feature of the server. The application builder server may determine whether the data structure satisfies the declarative use feature of the server based on the attributes. The application builder server may expose the container component on the user interface based on the declarative use feature of the server. As such, a developer may upload a custom container component for use in an application builder application. Other users may download the custom container components and use the custom container component on the application builder application.

Abstract: In some examples, a method includes receiving an artificial intelligence (AI) system scenario definition file from a user, parsing the definition file and building an application workflow graph for the AI system, and mapping the application workflow graph to an execution pipeline. In some examples, the method further includes automatically generating, from the workflow graph, application executable binary code implementing the AI system, and outputting the application executable binary code to the user. In some examples, the execution pipeline includes one or more building blocks, and the method then further includes collecting running performance of each of the building blocks of the execution pipeline in a runtime environment.

Abstract: An information processing apparatus and a method of controlling the information processing apparatus are provided. The information processing apparatus is operable to install and execute an application for providing an extended function, obtains, from a server, a containerized application linked to a logged-in user or designated by a user and stores the obtained application in a storage. The apparatus weights the application stored in the storage in accordance with a characteristic or a usage state of the application and deletes an application stored in the storage based on the weighting in accordance with a logout of the user.

Abstract: Methods and systems for security threat detection are disclosed. For example, a virtual machine with a network interface of a plurality of virtual machines includes a plurality of applications including first and second applications. The plurality of applications is associated with a respective plurality of application security modules, including a first and second application security modules associated with the first and second applications. A security policy engine executes on a processor in communication with a network including a network controller. The application security module detects an abnormality with a request to the first application, identifies a source and a mode of the abnormality, and reports the source and the mode to the security policy engine. The security policy engine prevents a further abnormality with the source and/or the mode from affecting the second application and commands the network controller to prevent the source from interacting with the network.

Abstract: Systems and methods automatically generate a low input visualization of data updated in a workbook. One aspect describes a computer-implemented method comprising obtaining a request to update data in an application workbook for an application. The request comprises an indication of a type of update being requested and at least a subset of the data being updated. The method further comprises performing the update of the data in the application workbook and determining that the performed update of the data in the application workbook results in a change to a visualization of the data. The method also comprises generating an updated visualization based on the received request and the updated application workbook and generating a confirmation message that the updated visualization has been generated, wherein the updated visualization is generated automatically based on the update of the data.

Abstract: A system and method for minimizing a total physical size of data buffers for executing an artificial neural network (ANN) on an integrated circuit includes implementing a buffer-sizing simulation based on sourcing a task graph of the ANN, wherein: (i) the task graph includes a plurality of distinct data buffers, wherein each of the plurality of distinct data buffers is assigned to at least one write operation and at least one read operation; (ii) the buffer-sizing simulation, when executed, computes an estimated physical size for each of a plurality of distinct data buffers for implementing the artificial neural network on a mixed-signal integrated circuit; and (iii) configuring the buffer-sizing simulation includes setting simulation parameters that include buffer-size minimization parameters and buffer data throughput optimization parameters; and generating an estimate of a physical size for each of the plurality of distinct data buffers based on the implementation of the buffer-sizing simulation.

Abstract: The subject technology transforms a machine learning model into a transformed machine learning model in accordance with a particular model specification when the machine learning model does not conform to the particular model specification, the particular model specification being compatible with an integrated development environment (IDE). The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.

Abstract: The present invention concerns a method and a tool for designing and validating a data flow system comprising a set of software and/or hardware actors (ai, aj) interconnected with each other by unidirectional communication channels (ci, cj), the tool comprising: —a modelling interface (11) configured to generate an instance of the system by specifying, in a formal manner, a real-time and reconfigurable data flow, the reconfiguration of the data flow being carried out dynamically by propagating reconfiguration data from one actor to another through the communication channels, —an analysis module (13) configured to prove a predetermined set of behavioral properties of the system by means of a static analysis of the instance, —a refinement interface (15) designed to allocate resources to the instance, thus establishing a configured instance, the allocation of resources being carried out in such a way that an implementation of the system complies with the configured instance, and —a conformity test module (17) co

Abstract: Software components can be automatically integrated into a control framework in a distributed computing environment. For example, a system can determine that a flag is set in relation to a complementary resource that is monitored by a controller in a distributed computing environment. In response to determining that the flag is set, the system can identify a target software component that is not managed by the controller in the distributed computing environment. The system can then integrate the target software component into a control framework of the distributed computing environment in which the target software component is managed by the controller based on the complementary resource.

Abstract: A method and system. Application programming interface (API) call data is analyzed for a user to identify a relationship between API input data and API output data of two or more API calls. API usage information is generated by utilizing a dependency between the two or more API calls. The API usage information includes information pertaining to how data flows between the two or more API calls. API provision is improved with respect to execution of a process, based on utilization of the API usage information. Improving API provision includes: receiving a specification of an improvement to be achieved for the process, selecting at least two APIs from the two or more APIs for achieving the improvement, generating a new API that combines the at least two APIs, and modifying the process by including the new API in the process and removing the at least two APIs from the process.

Abstract: System(s) and method(s) for processing one or more real time data streams captured in a distributed computing environment. In accordance with the system(s) and method(s), a GUI may be provided that enables a user to design a GUI pipeline comprising multiple sub-systems executing logic associated with a plurality of applications. Each of the sub-systems in the pipeline may be configured with different parameters by the user using the GUI. Further, the user may configure to integrate the multiple sub-systems through the GUI. Further, the user may control and/or update the configuration of the logic, configuration of the parameters, and the integration of the multiple sub-systems through the GUI. The updating of the configuration is automatically notified to the running pipeline in real time. Further, the GUT facilitates to monitor performance of the running pipeline in real time.

Abstract: Computer operating systems are provided that allow for applications compatibility with different OS generations. Example operating systems are designed using an adapted COM (ACOM) component architecture with immutable interfaces and their specifications within same generation, allowing freedom of components programming code implementation. That includes: modular microkernel itself comprising an interface bus component, possibility for OS concurrently run microkernels of various generations, create new components by reusing (comprising/delegating or aggregating) other binary components; special marshalling mechanism reduces header size by allowing executable file to have a single system interface instance' address pointer for dynamic functions importing without need to recompile applications earlier executables in accordance with the latest versions of OS system libraries.

Abstract: A system for controlling a processor, comprising a processor configured to load one or more instructions into a register for execution, a non-volatile memory coupled to the processor and configured to store data in a format that can be read by the processor and a description file stored in the non-volatile memory, the description file further comprising a plurality of information files, wherein each information file includes two or more types of predetermined data.

Abstract: A system and a method are disclosed for receiving a set of rules associated with a document type from a supplier entity. Each rule identifies a set of conditions and a set of actions to be taken after a document of a document type is signed if the set of conditions is satisfied. When a supplier entity sends a document of the document type to a signing entity and the signing entity provides an electronic signature, the system determines whether conditions of rules associated with the document type are satisfied. For each rule that is satisfied, the system performs actions identified by the rule.