Advanced Techniques

  • What is chain-of-thought prompting?
    Chain-of-thought prompting asks an AI to reason step by step before giving an answer. It improves performance on tasks that require logic, math, or multi-step reasoning.
  • How do I use few-shot prompting?
    Few-shot prompting gives the AI a few examples of the task before asking it to perform. It helps the model understand the desired format and style.
  • What is prompt chaining?
    Prompt chaining is breaking a complex task into a series of smaller prompts, where the output of one becomes the input for the next. It helps AI models stay focused and produce more reliable results.
  • How do I prompt an AI to self-critique its answer?
    Ask the AI to review its own response by giving it a specific critique instruction, such as 'List three weaknesses in your answer and suggest improvements.' Then ask it to revise based on that critique.
  • Can I use variables in prompts?
    Yes, you can use variables in prompts, especially when using APIs or tools that support templating. Variables let you reuse the same prompt structure with different inputs.
  • What is the best way to prompt for creative writing?
    The best way to prompt for creative writing is to give clear constraints and vivid details: specify genre, tone, point of view, and key elements, while leaving room for the AI's imagination.