Jan 13 • General discussion
Lesson 2 cheat sheet
AI Prompt Behavior Cheat Sheet
Essential Tips for Writing Effective Prompts
Section 1: How AI Processes Prompts
- Tokens: AI tools break down your input into small pieces called tokens (words or parts of words). Example:
- Input: 'Write a friendly email.'
- Tokens: ['Write', 'a', 'friendly', 'email.']
- Why This Matters:
- The AI predicts the next token based on patterns in your prompt and its training data.
- More structured input = better predictions and outputs.
Section 2: Importance of Context
- What is Context?
Context is the background information or details you provide to guide the AI.
- Why Context Matters:
- Without context, the AI may generate generic or irrelevant results.
- Adding context ensures the AI understands your intent.
Example:
- Vague Prompt: 'Describe a product.'
- Contextual Prompt: 'Describe a smartwatch designed for athletes, focusing on fitness tracking and water resistance.'
Section 3: Specificity for Better Results
- What is Specificity?
Specificity involves giving clear, focused instructions.
- How It Helps:
- Reduces ambiguity, ensuring the AI knows exactly what you need.
Example:
- Vague Prompt: 'Tell me about marketing.'
- Specific Prompt: 'Explain three digital marketing strategies for small businesses, with examples.'
Section 4: Tone and Style
- Why It Is Important:
Tone and style guide the AI's response to match your desired output.
- Tone Examples:
- Formal: 'Write a business letter to a potential client.'
- Casual: 'Write a friendly message inviting a friend to a party.'
Section 5: Advanced Tips
- Constraints:
Set specific limits like word count or formatting.
Example: 'Summarize this article in exactly 3 sentences.'
- Examples:
Provide a sample to show the AI what you want.
Example:
- Instruction: 'Write an Instagram caption like this: Summer vibes - Grab your shades and hit the beach! Now create one for a winter holiday.'
Quick Checklist: Crafting Effective Prompts
1. Include context.
2. Be specific.
3. Specify tone or style.
4. Use constraints and examples if needed.
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Lesson 2 cheat sheet
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