Described embodiments enable device users sharing content items via a content management system to view and modify content items within native applications on their client devices. In various embodiments, a client application detects a save operation on a content item and prompts a user to provide a comment based on changes to the content item. User comments and metadata are provided to a content management system to create a historical log that provides a comprehensive summary of user interactions with a content item, including comments regarding content item changes, version information , and timestamps. The content management system provides the comments and other log contents to client applications associated with other users sharing the content item. The client applications use the comments and log information to provide notitfications to the users regarding content item changes and comments by sharing users.

A system of and method for facilitating on-device training and creating, updating, and disseminating micro-leaning simulations is provided. The system utilizes a trio of core tools, which are Simulator tool, a Creation tool, and a management and monitoring tool. These tools are utilized to develop tracks, modules, and lessons for users to complete and demonstrate proficiency. The system provides for recreation of native mobile applications from screenshots and utilizing these recreations for the development of sandboxed lessons without need to access the native application during training. The system also includes utilizing mobile device features and peripherals to create a realistic training simulation.

Computer-readable media, methods, and systems for generating a collaboration hub for display within a graphical user interface of a group-based communication system. The collaboration hub comprises a list of recommended active users, a list of recommended active synchronous multimedia collaboration sessions, and a feed of recommended asynchronous collaboration threads such that relevant activity within the group-based communication system is viewable and accessible to users of the group-based communication system.

An example method includes presenting a remote broadcast event by delivering content from a first user endpoint device to a plurality of user endpoint devices of a plurality of audience members, estimating reactions of the audience members, based on streams of data received from the plurality of user endpoint devices, grouping the audience members into a plurality of groups, based on the reactions, wherein each group of the plurality of groups is associated with a different reaction, and wherein each audience member who is a member of the each group was estimated to demonstrate a common reaction of the plurality of reactions, wherein the common reaction is associated with the each group, selecting, for a first group, a first audience member from the first group to be representative of the first group, and presenting, to the first user endpoint device, an image of the first audience member.

A content publishing method includes: obtaining a multimedia material and geographical location information; uploading the multimedia material and the geographical location information to a server; presenting a first output result and a second output result transmitted by the server in a user interface; and generating user content that includes the first output result and the second output result. The first output result is obtained by inputting a multimedia material into an AI model, and the second output result is obtained by combining the first output result with geographical location information.

An example method includes presenting a remote broadcast event by delivering content from a first user endpoint device to a plurality of user endpoint devices of a plurality of audience members, estimating reactions of the audience members, based on streams of data received from the plurality of user endpoint devices, grouping the audience members into a plurality of groups, based on the reactions, wherein each group of the plurality of groups is associated with a different reaction, and wherein each audience member who is a member of the each group was estimated to demonstrate a common reaction of the plurality of reactions, wherein the common reaction is associated with the each group, selecting, for a first group, a first audience member from the first group to be representative of the first group, and presenting, to the first user endpoint device, an image of the first audience member.

Computer-readable media, methods, and systems for generating a collaboration hub for display within a graphical user interface of a group-based communication system. The collaboration hub comprises a list of recommended active users, a list of recommended active synchronous multimedia collaboration sessions, and a feed of recommended asynchronous collaboration threads such that relevant activity within the group-based communication system is viewable and accessible to users of the group-based communication system.

Aspects of the present invention relate to facilitating remote expert consultation using a web site that provides for video conferencing between clients and experts who are have been vetted through registration in the system. Some aspects relate to transmission of correlated physiological characteristic data simultaneously with a video conference. Some aspects relate to control of conferencing functions through client and expert web pages.

A system, method, and computer-readable media for creating a collaboration container in a group-based communication system are provided. A request to create the collaboration container may be received. The collaboration container may comprise a collection of multimedia files. Multiple users may add multimedia files to the collaboration containers. The multimedia files may be stored in a storage order. The multimedia files in the collaboration container may be sorted based on a sort label, such as by multimedia file topic. Upon playback, the multimedia files may be played back in a sort order distinct from the storage order. During playback, a user may comment on a multimedia file of the collaboration container. When subsequent users playback the collaboration container, the comment may be displayed with the associated multimedia file.

An audio processing and streaming server system includes an input bus, a digital signal processor (DSP), a first and second stream generators. The input bus includes a plurality of input audio channels, each corresponding to a respective input stream of a plurality of input streams, each received at the server from one of a plurality of audio interface devices. The DSP is configured to apply at least one signal chain to at least some of the plurality of input audio channels; and output first and second master audio mixes in accordance with the at least one signal chain. The first stream generator is configured to convey the first master audio mix to the audio interface devices in a first live stream with no added buffering latency, and the second stream generator is configured to buffer and convey the second master audio mix in a second live stream.