Why does assigning roles to AI prompts change output quality?
The hidden limitation of task-based prompting Task-based prompting is where most users start. “Write a blog post about X.” “Summarise this document.” “Create LinkedIn copy.” It feels efficient. It is also incomplete. When you only describe the task, the AI has to guess the perspective, priorities, and trade-offs behind it. Is the output meant to…






