How Role Prompting Changes AI Responses: Benefits, Limits and Best Practices
Role prompting can sharpen an AI’s tone and audience fit, but the research shows it often does nothing for accuracy and can even raise bias and safety risks. Here’s what the evidence actually says, plus a framework for deciding when to use it and how to test whether a persona is really helping.