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Create unique and engaging R with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.

6 Strategic ChatGPT Prompts: Negotiating contracts
6 Strategic ChatGPT Prompts: Negotiating contracts
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chatgpt contract negotiations clauses
6 Innovative ChatGPT Prompts: Crafting client education content
6 Innovative ChatGPT Prompts: Crafting client education content
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chatgpt client education content
6 Advanced ChatGPT Prompts: Crafting market opportunity maps
6 Advanced ChatGPT Prompts: Crafting market opportunity maps
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7 Innovative ChatGPT Prompts: Developing project risk assessments
7 Innovative ChatGPT Prompts: Developing project risk assessments
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chatgpt project risk assessments risk management
6 Advanced ChatGPT Prompts: Write website page speed optimization
6 Advanced ChatGPT Prompts: Write website page speed optimization
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7 Expert ChatGPT Prompts: Create buyer personas
7 Expert ChatGPT Prompts: Create buyer personas
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buyer personas marketing campaign virtual assistants
6 Strategic ChatGPT Prompts: Creating Effective Bullet Points
6 Strategic ChatGPT Prompts: Creating Effective Bullet Points
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bullet points effective communication chatgpt
App Design
App Design
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Landscape Photography
Landscape Photography
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Phone Photography
Phone Photography
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Food Patterns
Food Patterns
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91 Advanced Prompts: Corporate Illustrations
91 Advanced Prompts: Corporate Illustrations
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corporate illustration minimalist
Mascot Logos
Mascot Logos
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Build Your Logo
Build Your Logo
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logo design business description style
Fast Logo Creation
Fast Logo Creation
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logo creation javascript design
Product Photography
Product Photography
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product photography commercial photography product images
7 Strategic ChatGPT Prompts: Proofreading medical documents for accuracy
7 Strategic ChatGPT Prompts: Proofreading medical documents for accuracy
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chatgpt virtual assistant medical document proofreading
7 Innovative ChatGPT Prompts: Generating medical reports for patients
7 Innovative ChatGPT Prompts: Generating medical reports for patients
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medical reports chatgpt patient care
7 Expert ChatGPT Prompts: Compiling patient information for insurance claims
7 Expert ChatGPT Prompts: Compiling patient information for insurance claims
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chatgpt insurance claims virtual assistant
6 Advanced ChatGPT Prompts: Creating appointment reminders
6 Advanced ChatGPT Prompts: Creating appointment reminders
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appointment reminders chatgpt streamline workflow

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.