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

The Role of Social Media Influencers and their Impact on Consumer Behavior

What is the role of social media influencers and how do they impact consumer behavior?

social media influencers consumer behavior impact role
Using Social Media for Marketing: Strategies and Tips

How can businesses effectively use social media for marketing purposes?

social media marketing strategies tips businesses effective
Creating a List of Five Chat GPT Auditing-Related Features

Create a list of five Chat GPT auditing-related features.

chat gpt auditing features list five
Create a List of Five Chat GPT Tax Preparation-Related Features

Create a list of five Chat GPT tax preparation-related features.

chat gpt tax preparation features
Exploring the Benefits and Challenges of Homeschooling

Can you explain the benefits and challenges of homeschooling?

homeschooling benefits challenges education parenting wellness fitness
Generating an Opinion about the Purpose of a Thesis Statement in a Research Paper

What is the purpose of a thesis statement in a research paper?

thesis statement research paper opinion purpose
What are the Benefits of Attending a Bilingual School?

What are the benefits of attending a bilingual school?

bilingual school bilingual education language learning cultural benefits
Defining Tachycardia

Please provide a definition for the medical term 'tachycardia'.

tachycardia medical definition
Generating an Opinion about Eight Supermarket Items

Describe eight supermarket items that are frequently mentioned as being inexpensive, unusually healthy, and underrated.

supermarket items inexpensive healthy underrated
The Benefits of Dedicated Hosting USA

Write an article about the benefits of web hosting products such as dedicated hosting USA.

web hosting dedicated hosting usa benefits
Let's Create a Poem About Nature's Beauty

Write a poem about nature's beauty.

nature beauty poem writing creativity natural
Creating a List of Potential Affiliate Marketing Opportunities

Create a list of potential affiliate marketing opportunities for [TOPIC]

affiliate marketing opportunities ecommerce finance entrepreneur
Find the Best Keywords for Video Optimization

Find the best keywords for [TOPIC] video optimization

video optimization keywords best keywords
Generate a List of Questions People Ask About [Topic]

Generate a list of questions people ask about [TOPIC]

market research product questions customer questions
Research the Best Meta Tags for [TOPIC]

Research the best meta tags for [TOPIC]

meta tags market research product
How Chat GPT Helped a Client Improve Search Engine Rankings: A Case Study

Create a case study detailing how Chat GPT assisted a client in improving their search engine rankings.

chat gpt case study search engine rankings seo optimization
Radiology Interview Prep

Help me prep for my radiology residency interviews. What are some questions they might ask me and how should I go about answering them?

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Wound Care Instructions

Write at-home wound care instructions for an adult patient following uncomplicated repair of a shallow, linear laceration to the R upper arm that required 12 stitches. Include return instructions for suture removal and standard cautions about potential complications to monitor for.

wound care laceration adult stitches suture removal cautions complications monitor
Writing a Procedure Note for a Laceration Repair

Please write a procedure note for a laceration repair for a 32 year old female with no significant medical history. Laceration was 2 cm long and located on left forearm. Repair was uncomplicated and successful.

laceration repair procedure note 32 year old female medical history 2 cm long left forearm uncomplicated successful
Residency Program Letter of Rejection

Write a gentle letter of rejection for an applicant that was not admitted to our highly-competitive program.

letter rejection applicant program highly-competitive

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.