Create unique Elective with ChatGPT

Search and store tool for Chat GPT Prompt

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

Letter of Rec for Med Student in Derm

Preview

Write a letter of recommendation for a medical student on their dermatology elective rotation. They were a fantastic worker and always went above and beyond with patient care.

letter of recommendation medical student dermatology elective rotation patient care

Aetna Procedure Denial Appeal

Write a letter to Aetna appealing the denial of elective lipoma removal dated Aug 8, 2022. The reason for denial was "appears cosmetic." Patient has a 17 cm x 3 cm cylindrical lipoma on the right side of their back. The superior pole is immediately medical to the scapula and then descends 17cm to their mid back. The lipoma is large enough to materially affect the range of motion of their right sho...

aetna lipoma removal denial elective appeal shoulder pain discomfort malignant transformation

Jury Duty Excuse Letter

Write a medical excuse letter for a patient who is unable to appear for jury duty between February 6 and February 20, 2023 because they will be in a daily acute rehab program following non-elective surgery.

medical excuse letter jury duty acute rehab program non-elective surgery

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.