JSON formatting for image generation isn't magic - it's just a more structured way to communicate with AI than natural language descriptions. Instead of writing "a beautiful scene," JSON lets you break down specific elements like "messy folders, misaligned books" in organized categories, giving you more precise control over what the AI creates. It's a helpful tool but not a secret hack that unlocks hidden AI capabilities.