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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.

Describing a Terrible Hangover Using the Language of an English Aristocrat from the Renaissance

Describe a terrible hangover using the language of an English aristocrat from the Renaissance.

hangover english aristocrat renaissance health wellness fitness
Explaining the Different Types of Financial Ratios Used in Accounting and Their Purpose

Can you explain the different types of financial ratios used in accounting and their purpose?

financial ratios accounting purpose
Generating an Opinion on Double-Entry Accounting

How does double-entry accounting ensure the accuracy of financial records?

double-entry accounting financial records accuracy
Explaining the Difference Between a Debit and a Credit in Accounting

Can you explain the difference between a debit and a credit in accounting?

debit credit accounting finance education
What is the Purpose of a Balance Sheet and How Does it Differ from an Income Statement?

What is the purpose of a balance sheet and how does it differ from an income statement?

balance sheet income statement purpose difference
Describe the Different Types of Budgets Used in Accounting and Their Purpose

Can you describe the different types of budgets used in accounting and their purpose?

budget accounting purpose types
Explaining the Difference Between Accrual Accounting and Cash Accounting

Can you explain the difference between accrual accounting and cash accounting?

accrual accounting cash accounting finance accounting
What is the Purpose of an Audit and How Does it Differ from a Review or Compilation?

What is the purpose of an audit and how does it differ from a review or compilation?

audit review compilation purpose difference
Exploring the Accounting Cycle: From Recording Transactions to Closing the Books

How does the accounting cycle work, from recording transactions to closing the books?

accounting cycle recording transactions closing the books financial transactions
What are the Main Principles of Generally Accepted Accounting Principles (GAAP)?

What are the main principles of Generally Accepted Accounting Principles (GAAP)?

gaap generally accepted accounting principles accounting principles
Chat GPT's Future in Accounting and Finance

Write an article on Chat GPT's future in accounting and finance.

chat gpt accounting finance future entrepreneur product
Explaining the Difference Between Accreditation and Certification for Educational Institutions

Can you explain the difference between accreditation and certification for educational institutions?

accreditation certification educational institutions higher education college university
Effective Strategies for Teaching Critical Thinking Skills

What are some effective strategies for teaching critical thinking skills?

teaching critical thinking skills strategy effective
How Can Teachers Support English Language Learners in the Classroom?

How can teachers support English language learners in the classroom?

teachers english language learners classroom support
The Role of Parents in their Child's Education

What is the role of parents in their child's education?

parenting child education role of parents
How Can Cultural Diversity be Incorporated into the Classroom Curriculum?

How can cultural diversity be incorporated into the classroom curriculum?

cultural diversity classroom curriculum education
Difference Between Degree and Certification Programs

What is the difference between a degree and a certification program?

degree certification program education
How does having a Growth Mindset Impact Student Success?

How does having a growth mindset impact student success?

growth mindset student success education impact
What is the Difference Between a Traditional Classroom and a Blended Learning Environment?

What is the difference between a traditional classroom and a blended learning environment?

traditional classroom blended learning education productivity
The Impact of Poverty on Education

Can you describe the impact of poverty on education?

poverty education impact children resources inequality

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.