Abstract: Systems and techniques for content editing are described. In some examples, a content processing system receives content, for instance from a user interface, a creator large language model (LLM), or an editor LLM. The content processing system provides a prompt to a critic LLM that is configured to use the prompt to critique the content according to rule(s) to generate critique(s) of the content. The prompt includes the content and identifies rule(s) that the critic LLM is to critique the content according to. The content processing system receives the critique(s) of the content from the critic LLM. The content processing system provides a second prompt to an editor LLM that is configured to use the second prompt to edit the content according to the critique(s) to generate edited content. The second prompt includes the content and the critique(s). The content processing system receives the edited content from the editor LLM.

Abstract: In one aspect, a method is disclosed for determining regulatory requirements for a facility, is disclosed. The method includes transmitting a plurality of requests for display on a user device, the plurality of requests prompting the user for facility information. The method includes receiving a selection in a first screen of a user interface of the user device, the selection including at least one jurisdiction of the user. The method includes generating a second screen for display on the user device, the second screen including a request for additional requirements, the request based on a jurisdiction received in the selection. The method includes receiving a second selection in the second screen displayed on the user device, the second selection including an identification of a product selected by the user. The method includes storing the first and second selection in a memory for transmission to an analytics device.

Abstract: In one aspect, a method is disclosed for determining regulatory requirements for a facility, is disclosed. The method includes transmitting a plurality of requests for display on a user device, the plurality of requests prompting the user for facility information. The method includes receiving a selection in a first screen of a user interface of the user device, the selection including at least one jurisdiction of the user. The method includes generating a second screen for display on the user device, the second screen including a request for additional requirements, the request based on a jurisdiction received in the selection. The method includes receiving a second selection in the second screen displayed on the user device, the second selection including an identification of a product selected by the user. The method includes storing the first and second selection in a memory for transmission to an analytics device.

Abstract: A system for accessing, by a resource, a setting in a virtualized user profile includes an isolation environment, a resource, and a filter driver. The resource executes outside an isolation environment on a local machine and requests access to a setting in a user profile. The filter driver intercepts the request for access and identifies one of the isolation environment and a remote machine, responsive to an application of a rule to the request. The filter driver redirects the request to the one of the isolation environment and the remote machine. A method includes intercepting an instruction from a resource to modify a setting on a local machine, the resource provided by a local machine and executing outside of an isolation environment. The method includes identifying the isolation environment, responsive to an application of a rule to the instruction. The method includes redirecting the instruction to the isolation environment.