Create unique OR content with ChatGPT

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

Optimizing Images for Web Performance

How do you optimize images for web performance?

image optimization web performance seo website images
Five Chat GPT Features to Optimize Performance

Create a list of five Chat GPT features that can aid in optimizing performance.

chat gpt performance optimization features list
Networking and Building Partnerships as a Small Business Owner: A Guide

Provide a guide on networking and building partnerships as a small business owner

networking partnerships small business guide
Generating an Opinion about The Most Amazing Street Performers in the World

The most amazing street performers in the world

street performers opinion world amazing
Share a Video About an Interesting Fact or History About a Place You've Visited

Share a video about an interesting fact or history about a place you've visited.

interesting fact video history visited place
Share a Photo of a Place You've Traveled To and What You Loved About It

Share a photo of a place you've traveled to and what you loved about it.

travel photography vacation destination memories
The Impact of Fake News and Misinformation on Social Media

What is the impact of fake news and misinformation on social media?

fake news misinformation social media impact
Explaining the Difference Between Personal and Business Profiles on Social Media Platforms

Can you explain the difference between a personal and a business profile on social media platforms?

social media personal profile business profile platforms differences
What is the Impact of Algorithms on the Visibility of Posts on Social Media?

What is the impact of algorithms on the visibility of posts on social media?

algorithms social media visibility posts impact
Explaining the Difference Between Organic Reach and Paid Reach on Social Media Platforms

Can you explain the difference between organic reach and paid reach on social media platforms?

organic reach paid reach social media platforms
Creating an Opinion about Let's Play Rock Paper Scissors

Let's play rock paper scissors

game opinion rock-paper-scissors
Generating an Opinion about Writing a MIDI File using Python3 Code

I want to write a midi file. Can you provide python3 code that writes a simple tune using a for loop to add each note?

python3 midi file tune for loop note
Simplifying the Chords in a Song

This song's chords need to be simplified.

chords music simplify
Developing a Product Road Map for Instagram Stories to Increase Posting

To increase the number of Instagram posts, please develop a product road map for Instagram's storie. Please be as specific as possible, and whenever possible, draw parallels to other applications such as TikTok.

instagram stories product road map tiktok
What is the Purpose of a Trial Balance and How Does It Support the Accuracy of Financial Statements?

What is the purpose of a trial balance and how does it support the accuracy of financial statements?

trial balance financial statements accuracy financial reporting
Explaining the Difference between Formative and Summative Assessments

Can you explain the difference between formative and summative assessments?

formative assessment summative assessment education assessment
Uncovering Facts about Early 20th-Century Labor Strikes in London

I need help uncovering facts about the early 20th-century labor strikes in London.

labor strikes early 20th-century london research
Generating an Opinion About the Pythagorean Theorem Quiz

Teach me the Pythagorean theorem and give me a quiz at the end, but don't give me the answers and then tell me if I answered correctly.

pythagorean theorem quiz answers correctness
Create a Short Story About a Character Who Discovers an Undiscovered Talent

Create a short story about a character who discovers an undiscovered talent.

creative writing fiction character undiscovered talent short story
Creating a Tutorial on Optimizing Code Performance Using GPT Chat

Create a tutorial on optimizing code performance using Chat GPT.

code optimization gpt chat coding tutorial performance

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.