Certainly! Let’s break down the key concepts in prompt engineering for your AI cheatsheet:

WHY (Purpose): To optimize AI model responses.
WHAT (Definition): Designing inputs (prompts) for AI models.
WHO (Role): For prompt engineers.
HOW (Techniques): Provide clear, specific, and well-defined prompts.
INFO (Additional Details): Types of prompts (open-ended, closed-ended, factual, opinion-based, instructional).

Now, let’s weave these concepts into a cohesive example:

Example Prompt for AI Model: “Generate a professional email response for client X.”

WHY: We create this prompt to ensure our AI model generates accurate and contextually relevant email content.
WHAT: The prompt is a clear instruction to compose an email response.
WHO: Prompt engineers design this query, bridging user intent with AI capabilities.
HOW: By crafting a specific prompt, we guide the AI to produce a polished email.
INFO: This prompt falls under the “instructional” category, aiming for a specific output.

Remember, prompt engineering impacts content quality and efficiency, making it a crucial skill for tech leaders. 🚀

W³HI	Prompt Engineering How to share context properly	Explanation Prompt engineering is the cheapest way to improve the quality of the outcome.
WHY	The situation or the goal	Why you need this and what you want to achieve. Provide background.
WHAT	The specific task	Specific task with requirements. Reduce ambiguity. Easier to divide complex task in simple ones.
WHO	Who is the target and who do I want you to act as	Who is the target audience and what’s the role of the assistant.
HOW	Format and size, as well as tone and style	Provide an output example, and define style & restrictions.
Info	Relevant knowledge (information or data)	Add knowledge as part of the context. The assistant will look for the answer there.

AI Cheatsheet #2

Prompt injection

WHY	I’m working on an AI cheatsheet. I’m trying to summarize the most important concepts in prompt engineering.
WHAT	I want you to create a list of key elements that are relevant and important. Do it step by step following the instructions. The quality of the output is important to me.
WHO	The cheatsheet is for tech leaders in the software industry and you should act as an AI teacher or coach helping them to improve their prompt skills.
HOW	We need a list of key concepts following this structure: WHY: “Here you can insert your ideas” WHAT: “Here you can insert your ideas” WHO: “Here you can insert your ideas” HOW: “Here you can insert your ideas” INFO: “Here you can insert your ideas” This must be direct, professional and with a maximum of 15 letters for each explanation. Please, also provide an example for this prompt.