Abstract: The purpose of the present invention is to make a response from an AI system appropriate for a user. A server acquires information inputted by a user to an input panel of a user interface, performs a search according to a search condition based on the acquired information by using a search, and displays a search result on an output panel of the user interface. The server acquires at least part of the search result displayed on the output panel as context information and transmits the acquired part to an AI system. The server receives generation information outputted from the AI system as a response to the transmission and presents the generation information or information based on the generation information to the user interface as provision information.

Abstract: The invention enhances a user's ability to locate pertinent information in a sea of less relevant information. The invention enhances known artificial intelligence techniques by allowing a user to characterize select portions of information through a user interface which mimics manual workflows but has the added value of learning from those actions to improves system-wide performance.

Abstract: A micro-particulate dry powder composition comprising a viral particle can be prepared by spray-drying a mixture of the viral particle and a stabilizing carbohydrate using an outlet temperature of no more than 60° C.