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6 Strategic ChatGPT Prompts: Writing HR cybersecurity policies
 6 Strategic ChatGPT Prompts: Writing HR cybersecurity policies
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7 Proven ChatGPT Prompts: Managing FMLA compliance
 7 Proven ChatGPT Prompts: Managing FMLA compliance
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<div data-block-id="986cc308-1bfe-4e99-be76-d57e5d4436e7" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Strategic ChatGPT Prompts: Creating background check policies
 6 Strategic ChatGPT Prompts: Creating background check policies
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6 Expert ChatGPT Prompts: Managing leaves of absence
 6 Expert ChatGPT Prompts: Managing leaves of absence
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6 Innovative ChatGPT Prompts: Designing paid time off policies
 6 Innovative ChatGPT Prompts: Designing paid time off policies
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<div data-block-id="72c3195b-e414-492d-add9-7aa5eb164f43" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Expert ChatGPT Prompts: Creating equity compensation programs
 6 Expert ChatGPT Prompts: Creating equity compensation programs
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<div data-block-id="a9f276fe-ad3e-49bc-bc6c-e8782ed970cc" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Innovative ChatGPT Prompts: Implementing campus recruiting programs
 6 Innovative ChatGPT Prompts: Implementing campus recruiting programs
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<div data-block-id="f054605f-79ce-44e8-a991-ca92ed0d14e5" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Proven ChatGPT Prompts: Managing applicant tracking system (ATS)
 6 Proven ChatGPT Prompts: Managing applicant tracking system (ATS)
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<div data-block-id="7a351d99-308b-4803-8371-83c8fdce46c5" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Advanced ChatGPT Prompts: Managing candidate experience surveys
 6 Advanced ChatGPT Prompts: Managing candidate experience surveys
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<div data-block-id="3b88c33a-4244-4fb7-9d6b-95fd4f264640" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Strategic ChatGPT Prompts: Developing career development plans
 6 Strategic ChatGPT Prompts: Developing career development plans
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<div data-block-id="8bf96b0b-6297-4286-838e-7ac64ef3978e" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Proven ChatGPT Prompts: Creating social media recruiting campaigns
 6 Proven ChatGPT Prompts: Creating social media recruiting campaigns
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<div data-block-id="01f61dda-9cd4-4344-98b9-a9eb28d7fba1" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Expert ChatGPT Prompts: Writing job descriptions
 6 Expert ChatGPT Prompts: Writing job descriptions
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<div data-block-id="6597be72-2733-479a-b969-c2d3253359cc" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Proven ChatGPT Prompts: Generating chatbot responses for shipping inquiries
 6 Proven ChatGPT Prompts: Generating chatbot responses for shipping inquiries
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<div data-block-id="7c701afd-2c7f-4bd4-9c64-770795c58bef" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Expert ChatGPT Prompts: Generating virtual assistant responses for account inquiries
 6 Expert ChatGPT Prompts: Generating virtual assistant responses for account inquiries
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<div data-block-id="9257e41d-ae07-4ddd-b69a-2cc2174780a1" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Strategic ChatGPT Prompts: Generating virtual assistant responses for investment inquiries
 6 Strategic ChatGPT Prompts: Generating virtual assistant responses for investment inquiries
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<div data-block-id="a0173e2d-aa0d-4476-bec6-25046df0e354" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Advanced ChatGPT Prompts: Handling chatbot inquiries for product recommendations
 6 Advanced ChatGPT Prompts: Handling chatbot inquiries for product recommendations
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<div data-block-id="1762313f-bd01-4c05-95e6-bb57962dc5fd" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

7 Expert ChatGPT Prompts: Handling customer inquiries
 7 Expert ChatGPT Prompts: Handling customer inquiries
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<div data-block-id="3d6c30e7-4aef-4177-bae0-e7c48237b025" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Advanced ChatGPT Prompts: Offering guidance for online security issues
 6 Advanced ChatGPT Prompts: Offering guidance for online security issues
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<div data-block-id="7762a39e-a422-4030-b951-d388364b7a20" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

7 Advanced ChatGPT Prompts: Moderating inappropriate chat messages
 7 Advanced ChatGPT Prompts: Moderating inappropriate chat messages
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<div data-block-id="e5cf45fb-12f7-43b0-bad5-16dd7ddfcff2" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Proven ChatGPT Prompts: Review project requirements
 6 Proven ChatGPT Prompts: Review project requirements
Preview

<div data-block-id="d24733a1-bae5-459e-93fa-3f6730f7a49e" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

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.