AI Whisperers: The Rise of Prompt Engineering in a World of Chatbots

Prompt engineering is the skill of writing effective prompts for large language models (LLMs) to get the desired results. It is a valuable skill that can be used for a variety of tasks, such as writing marketing copy, generating creative text formats, and summarizing factual topics.


  • LLMs are different from traditional software in that they respond to requests written in everyday language and can produce surprising results.
  • Prompt engineering is the skill of writing effective prompts for LLMs.
  • A good prompt should include a clear instruction, be phrased in a way that encourages complex reasoning, and break down instructions into a logical progression of separate tasks.
  • It is also helpful to include authoritative texts in a prompt, direct the model to give particular sources priority, and ask the model to list its sources.
  • Asking an AI to role-play can be helpful for tasks such as producing advertising copy.
  • Good prompts are valuable and can save time and money.
  • Prompting agencies and online courses are flourishing, and jobs for prompt engineers are becoming more common.
  • AI advances may eventually render such jobs obsolete, but for now, prompt engineers have a valuable skill.


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