Being specific

Prompt Engineering: The Concept of Specificity

• Goal of Specificity: To direct the model toward a particular output by providing clear guidelines or steps, preventing infinite variations (e. g. , story length, character count).
• Two Types of Guidelines: Prompts utilize two main methods of specificity:

• Type A: Output Attributes (Qualities)
• Focuses on what the final output should contain.
• Used to control the length, structure, or specific characteristics of the response.
• Example: "Keep the story under one thousand words. "

• Type B: Process Steps (Actions)
• Focuses on how the model should think or arrive at the answer.
• Instruct the model to follow a sequence of actions to increase output quality.
• Example: "First brainstorm three special talents, then pick the most interesting one. "

• Best Practices:
• Combining Techniques: Professional prompts often mix both Type A (attributes) and Type B (steps).
• When to Use Type A: Generally recommended for almost any prompt to define desired output qualities.
• When to Use Type B: Recommended for complex problems to force the model to consider a wider view or extra topics it might otherwise overlook.

Takeaways

• Prompt specificity directs the model toward a particular output by providing clear guidelines, preventing infinite variations.
• Type A specificity controls the final output's attributes, such as length or structure.
• Type B specificity dictates the process or sequence of actions the model must follow to generate an answer.
• Professional prompts often combine both Type A and Type B techniques for optimal results.