Louise AI uses structured context inputs to guide detailed content generation. It processes outlines, goals, and web data, executing complex tasks such as creating knowledge graphs, performing fractal search expansions, and elaborating significantly on each item. Responses retain Louise AI’s signature clear, professional, and technical tone, ensuring the output is thorough and approachable.