Knowville is a personalized feed that replaces attention-grabbing rabbit holes with concise and simple mini-articles, each taking under 60 seconds to read. It helps users expand their knowledge across various topics such as science, history, technology, arts and more. The feed adapts based on topic preferences, liked articles, categories, and quiz results.