Basic Terms
What is AI Prompting?
The process of instructing an AI to do a task
True or False: AI prompts can have any of the following:
- Instructions
- Question
- Input data
- Examples
True
What is Bias in AI prompt engineering?
Bias refers to the tendency of an AI language model to produce output skewed towards certain perspectives or groups.
What is AI Prompt Engineering?
Prompt Engineering is the craft of creating accurate and specific AI prompts to generate your desired output.
"You are a professional doctor with 30 years of experience" is an example of what element of a prompt?
Role
What is "Few Shot Standard Prompts"?
Standard prompts that contain exemplars. I.e. examples of what the prompt is trying to solve, contained within the prompt itself.
What is the capital of Spain?
Madrid
What is the capital of Italy?
Rome
What is the capital of France?
To write a great prompt you must first, ___ exactly what you want.
Know
(define works too!)
"Ignore all previous instructions before this one" allows you to do what in a prompt?
Ensure the AI does not remember previous details.
What is 'fine-tuning'?
Process of taking a pre-trained AI model and adjusting it to better suit a specific task or domain.
True or False: Including a [Placeholder] within your prompt will allow the AI model to generate a template response that you can then customize with your unique placeholder.
True
"Think of catchy and attention-grabbing titles that will encourage people to click and watch the video. The titles should be short, concise, and direct. They should also be creative and clever. Try to come up with titles that are unexpected and surprising. Do not use titles that are too generic or titles that have been used too many times before." is an example of what element of a prompt?
Giving specific details
What is the role of natural language processing (NLP) in AI prompt engineering?
NLP is what enables AI models to understand your text input and generate natural language text, by analyzing syntax, semantics and context.
LLM stands for
Large Language Models
"Write this as a Shakespearean sonnet" is an example of what element of a prompt?
Voice/Tone
What is "Zero-Shot Learning"?
A prompt that includes wording that supports a chain of thought (for example: "Let's think step by step")