Abstract: Methods, systems, and apparatus, including computer-readable media, for artificial intelligence chatbots using external knowledge assets. In some implementations, a system stores a knowledge base that comprises one or more knowledge items for an organization. The system receives a user prompt for a chatbot, and generates a chatbot response to the user prompt using one or more artificial intelligence and/or machine learning (AI/ML) chatbots. The chatbot response to the user prompt is generated at least in part based on the one or more AI/ML models processing the one or more knowledge items from the knowledge base. The system provides the chatbot response for presentation.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for persistent learning for artificial intelligence chatbots. In some implementations, a system stores data indicating criteria for initiating learning in a chatbot system, where the criteria indicate conditions that trigger storage of a learned item to persist across sessions or conversations. The system receives a user prompt and generates a chatbot response. The system provides the chatbot response, and detects that the one or more criteria are satisfied, for example, based on a subsequent user prompt or other user feedback after the chatbot response is provided. In response to detecting that the one or more criteria are satisfied, the system adds a learned item to data storage, and the system is configured to use the learned item to generate chatbot responses in other sessions or conversations.

Abstract: An amphiphilic block copolymer having any one of the formulas D-S—H, S(D)-H, S—H(D), D-S—H—S, D-S—H—S-D, S(D)-H—S, S(D)-H—S(D) or S—H(D)-S is disclosed. S is a hydrophilic block; H is a hydrophobic block; D is a drug molecule; ( ) denotes that the group is bonded directly or indirectly as a side chain or as part of a side chain group to the adjacent group; and the hyphen, “-” (or sometimes “-”), denotes that each of the adjacent S, H or D are linked either directly to one another or indirectly to one another via a linker, additionally wherein the hydrophilic block comprises a first hydrophilic monomer and the hydrophobic block comprises a first hydrophobic monomer and a second hydrophobic monomer.

Abstract: Method, systems, and apparatus, including computer-readable media, for an interactive interface for analytics. In some implementations, the data is accessed identifying an information card configured to present data objects of a data set. User input data is received indicating user input to enable voice response interaction for the information card or the data set. A voice response application is generated based on the information card, the voice response application being configured to provide responses to voice queries using values for data objects. The voice response application is deployed to enable one or more users to use the voice response application to initiate voice interactions involving the data objects.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for implementing a dossier interface and distributing the dossier are disclosed. In one aspect, a method includes the actions of receiving data identifying one or more documents to include in a dossier. The actions further include receiving a request to share the dossier with a first user. The actions further include providing a link to the dossier. The actions further include receiving a request to modify the dossier. The actions further include storing data that indicates the modification and maintaining the data identifying the one or more documents that represent the dossier. The actions further include receiving, from the first user, a request to share the dossier with a second user. The actions further include providing, to the second user, a link that identifies the dossier and the data that indicates the modification.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for maintaining dashboard state are disclosed. In one aspect, a method includes the actions of accessing data identifying modifications that the user has previously applied to the dashboard. The actions further include applying, to the dashboard, the modifications that the user has previously applied to the dashboard. The actions further include providing, to the client device, the modified dashboard. The actions further include receiving, from the client device, additional modifications applied by the user to the modified dashboard. The actions further include updating the modifications that the user previously applied to the dashboard without updating the dashboard by adding data identifying the additional modifications to the data identifying the modifications.

Abstract: Method, systems, and apparatus, including computer-readable media, for an interactive interface for analytics. In some implementations, the data is accessed identifying an information card configured to present data objects of a data set. User input data is received indicating user input to enable voice response interaction for the information card or the data set. A voice response application is generated based on the information card, the voice response application being configured to provide responses to voice queries using values for data objects. The voice response application is deployed to enable one or more users to use the voice response application to initiate voice interactions involving the data objects.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for implementing a dossier interface and distributing the dossier are disclosed. In one aspect, a method includes the actions of receiving data identifying one or more documents to include in a dossier. The actions further include receiving a request to share the dossier with a first user. The actions further include providing a link to the dossier. The actions further include receiving a request to modify the dossier. The actions further include storing data that indicates the modification and maintaining the data identifying the one or more documents that represent the dossier. The actions further include receiving, from the first user, a request to share the dossier with a second user. The actions further include providing, to the second user, a link that identifies the dossier and the data that indicates the modification.