The "BREAK" keyword in Stable Diffusion Web UI Online is a tool designed to give users greater control over their image generation process. This feature acts as a signal to the system to fill the current chunks with padding characters. Inserting the "BREAK" keyword effectively creates a division in your prompt by filling up the remaining space in the current chunk with padding characters.