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Idea Generation Process, Creator Categories, Idea Generation Process -…

- - - - We will focus on Popularity, collecting ideas that generate the most engagement through insights about popular activities and concepts.
        
        ChatGPT can easily craft ideas by altering these popular concepts to fit the personality of the creator. These ideas would be numerous but less impactful, since these are usually not new takes but altered existing ones. This information is best fit for the swipe stack.
        
        The chatbot will focus on altering the nature of a popular idea to fit the personality of the creator. These changes only need to remain logically coherent.
        
        We will focus on analyzing the online persona of the creator (humorous, adventurous) and how their audience has responded to the format of the topic (do they like videos taken in a kitchen or a restaurant) rather than changes to the topic itself.
        
        Creator profiles will be developed to reflect the online persona preferences of the creator and their audience. Activity preferences (food preferences) will still be recorded, but are less important here.
- - - - We will focus on Novelty, understanding the mechanics and logic of the system through insights about updates and events. While we cannot easily alter existing popular ideas, dynamic systems offer updates and new content which can often serve as the foundation for ideas.
        
        Ideas will be crafted from source insights, news patterns, and video content patterns. These ideas will be less numerous, but more impactful. A newspaper display of recent updates and events is the best way to display this information. Less important ideas can go in the swiping stack for users who did not find anything on the newspaper that they like.
        
        The chatbot will focus on providing additional information on how the user can achieve this activity in an optimal way. When appropriate, it will suggest a personality tone fitting for the idea without changing the activity's logic.
        
        When we go to analyze how well the idea did as a video, we will focus on whether the users like the topic (which game, which team) and how their audience has responded to changes to the topic itself (genre, game) rather than the format.
        
        Creator profiles will be developed to reflect the activity (gaming) preferences of the creator and their audience. Online persona preferences will still be recorded, but are less important here.
      - TODO: More detail on data endpoints
- - - - Chatbot Crafting
        
        Video Analysis
        
        Creator Preferences