Create unique techniques with ChatGPT

Please generate a surreal landscape with bright colors and organic shapes. Include a small figure in the foreground, with their back, turned to the viewer.

surreal landscape bright colors organic shapes figure foreground back

Design a Poster Outlining the Regulations and Penalties of the Classroom

Design a poster that outlines the regulations of the classroom as well as the penalties for violating them

classroom regulations classroom rules poster design penalties

Explaining the Purpose of Version Control Systems like Git in Web Development

Can you explain the purpose of version control systems like Git in web development?

version control systems git web development

Explaining the Concept of Single Page Application (SPA)

Can you explain the concept of the Single Page Application (SPA)?

single page application spa web development front-end development javascript

What is the Purpose of HTTPS and How Does it Work?

What is the purpose of HTTPS and how does it work?

https encryption protocol secure

Explaining the Concept of Progressive Web Apps (PWAs)

Can you explain the concept of Progressive Web Apps (PWAs)?

progressive web apps pwas web development mobile apps

Understand AJAX Request and Its Purpose in Web Development

How do you make an AJAX request and what is its purpose in web development?

ajax web development web request purpose

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.

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.”

![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.

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.