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6 Advanced ChatGPT Prompts: Translating emails and messages
 6 Advanced ChatGPT Prompts: Translating emails and messages
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6 Innovative ChatGPT Prompts: Generating topic ideas for articles
 6 Innovative ChatGPT Prompts: Generating topic ideas for articles
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6 Proven ChatGPT Prompts: Grading exams and assignments
 6 Proven ChatGPT Prompts: Grading exams and assignments
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6 Innovative ChatGPT Prompts: Creating complex financial models
 6 Innovative ChatGPT Prompts: Creating complex financial models
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6 Strategic ChatGPT Prompts: Generating email content ideas
 6 Strategic ChatGPT Prompts: Generating email content ideas
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6 Expert ChatGPT Prompts: Writing destination guides
 6 Expert ChatGPT Prompts: Writing destination guides
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6 Proven ChatGPT Prompts: Creating event schedules
 6 Proven ChatGPT Prompts: Creating event schedules
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6 Strategic ChatGPT Prompts: Assisting with product demos
 6 Strategic ChatGPT Prompts: Assisting with product demos
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6 Proven ChatGPT Prompts: Write jokes
 6 Proven ChatGPT Prompts: Write jokes
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6 Strategic ChatGPT Prompts: Writing advertising copy
 6 Strategic ChatGPT Prompts: Writing advertising copy
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6 Strategic ChatGPT Prompts: Developing workforce supply and demand models
 6 Strategic ChatGPT Prompts: Developing workforce supply and demand models
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6 Strategic ChatGPT Prompts: Managing strategic workforce planning projects
 6 Strategic ChatGPT Prompts: Managing strategic workforce planning projects
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6 Strategic ChatGPT Prompts: Creating workforce modeling scenarios
 6 Strategic ChatGPT Prompts: Creating workforce modeling scenarios
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6 Advanced ChatGPT Prompts: Writing workforce analyses
 6 Advanced ChatGPT Prompts: Writing workforce analyses
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6 Strategic ChatGPT Prompts: Creating predictive staffing models
 6 Strategic ChatGPT Prompts: Creating predictive staffing models
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6 Proven ChatGPT Prompts: Developing predictive analytics models
 6 Proven ChatGPT Prompts: Developing predictive analytics models
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6 Proven ChatGPT Prompts: Developing competency models
 6 Proven ChatGPT Prompts: Developing competency models
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6 Strategic ChatGPT Prompts: Developing HR technology strategies
 6 Strategic ChatGPT Prompts: Developing HR technology strategies
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6 Expert ChatGPT Prompts: Designing variable pay programs
 6 Expert ChatGPT Prompts: Designing variable pay programs
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6 Innovative ChatGPT Prompts: Analyzing compensation data
 6 Innovative ChatGPT Prompts: Analyzing compensation data
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What is “prompt engineering”?

A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.


What is prompt engineering

In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.


garbage in, garbage out

![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k


Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.



Going from beginner → advanced prompt engineer

As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how

Spend time with the tools

  • The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
  • Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
play background gpt3

Become a prompt researcher instead of engineer

  • If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
  • For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?

Become a prompt researcher instead of engineer

  • The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
  • Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.