Abstract: Various methods and processes, apparatuses or systems, and media for managing a state of a provisioned workspace with connectivity to a data resource in a regulated computing environment by utilizing one or more processors along with allocated memory are disclosed. The processor receives a request to provision a workspace in the regulated computing environment; determines an account capacity usage across a plurality of cloud computing environments; provisions the workspace in the regulated computing environment on a condition that a forecasted account capacity usage does not exceed a threshold capacity usage; establishes a connection with a computing resource external to the server system; and saves a state of the workspace using the computing resource external to the server system.

Abstract: A system for context-based access control within a computer network that comprises existing virtual computing environments that exclude a first virtual computing environment. The system may comprise memory storing instructions that, when executed, cause a processor to: generate the first virtual computing environment within the computer network; sandbox the first virtual computing environment from each of the existing virtual computing environments; associate the first virtual computing environment with entitlements; provide, to network accounts, access to the first virtual computing environment; and access, by at least one of the network accounts, a network resource based on the access to the first virtual computing environment and according to at least one of the entitlements.

Abstract: Systems and methods for runtime input and output content moderation for large language models are disclosed. In one embodiment, a method may include: (1) receiving, by a moderator computer program executed by an electronic device, a query for a large language model-based computer program from a user application; (2) applying, by the moderator computer program, a rule to the query; (3) submitting, by the moderator computer program, the query to the large language model-based computer program; (4) receiving, by the moderator computer program, a response to the query from the large language model-based computer program; and (5) returning, by the moderator computer program, the response to the user application.

Abstract: Systems and methods for automated end-to-end deployment of a software product are disclosed.

Abstract: Systems and methods for rule-based machine learning model promotion are disclosed. In accordance with aspects, a method may include providing a rules engine that defines a software object model, and an evaluation framework. A model metadata file having a format that is based on the software object model can be generated. The model metadata file can store metadata associated with the model. A model rule file having a format based on the software object model and that defines rule criteria for evaluating the metadata can be generated. The rules engine can instantiate a software object based on the software object model and parse the model rule file to determine rule criteria and parse the model metadata file to determine a parameter value associated with the rule criteria. The rules engine can evaluate the parameter value against a rule and provide a promotion decision for the model.

Abstract: A method for providing a query-based diagrammatic presentation of data includes generating a filter element that defines a set of groups and includes a set of declarative queries that define information to be included in the set of groups. The filter element is applied to a data source, which includes performing the set of declarative queries on the data source, thereby generating a set of query results for each of the groups. A diagram is generated that includes a set of shapes representing the set of groups, and a set of nodes nested within each of the shapes, wherein the nodes for each group are determined based on the query results for that group.

Abstract: A method for providing a query-based diagrammatic presentation of data includes generating a filter element that defines a set of groups and includes a set of declarative queries that define information to be included in the set of groups. The filter element is applied to a data source, which includes performing the set of declarative queries on the data source, thereby generating a set of query results for each of the groups. A diagram is generated that includes a set of shapes representing the set of groups, and a set of nodes nested within each of the shapes, wherein the nodes for each group are determined based on the query results for that group.

Abstract: A system and method for managing the recognition and processing of gestures. A system provides a mechanism to detect conflicts between gesture recognizers and resolve the conflicts. A runtime system receives notifications from gesture recognizers in the form of requests for resources or actions. A conflict detector determines whether a conflict with another gesture recognizer exists. If a conflict exists, a conflict resolver determines a resolution. This may include determining a winning gesture recognizer and deactivating the losing gesture recognizers. A design time system statically validates gesture recognizers based on static state machines corresponding to each gesture recognizer.