AI Topics Best Practices
Cheat Sheet Summary:
Be clear, concise, and specific.
Focus on one task at a time.
Use English with proper grammar.
Provide examples for guidance.
Account for common errors.
Specify relevant sections of content.
Iterate and test for improvement.
Use contextual details wisely.
Tip #1: Be Clear and Specific
Motivation: Ensuring your prompt is direct and unambiguous helps the AI produce accurate, focused results.
Do’s:
Use concise language and simple sentence structures.
Break down complex requests into smaller, logical parts.
Don’ts:
Example:
Yes: “Summarize this text in two sentences.”
No: “I’d like a summary, but make it short and also explain why it’s important.”
Tip #2: Ask for One Thing at a Time
Motivation: Limiting your request to a single objective prevents confusion and improves the AI’s precision.
Do’s:
Don’ts:
Don’t cram multiple, unrelated tasks into one prompt.
Don’t expect the AI to infer which part of the request to prioritize.
Example:
Tip #3: Use English for Clarity
Motivation: English is commonly used in training data, increasing the likelihood of well-understood prompts.
Do’s:
Don’ts:
Example:
Tip #4: Provide Examples
Motivation: Examples guide the AI by showing what you want and what you don’t.
Do’s:
Don’ts:
Example:
Tip #5: Account for Speech-to-Text Errors
Motivation: Transcripts may contain mistakes, so being flexible with wording helps capture the right meanings.
Do’s:
Mention approximate or similar words you’d accept, combined with examples.
Consider phonetic variations or common transcription errors (e.g., “their” vs. “they’re”).
Don’ts:
Example:
Tip #6: Focus on Specific Segments of the Conversation
Motivation: Pinpointing a part of the dialogue (e.g., the greeting) helps the AI concentrate on the most relevant content.
Do’s:
Indicate a precise section (e.g., “Look at the first 30 seconds”).
Highlight a particular event or phase (e.g., “After identity verification”).
Don’ts:
Example:
Tip #7: Iterate and Refine
Motivation: Prompt quality improves over time as you learn what works and what doesn’t.
Do’s:
Don’ts:
Example:
Tip #8: Don’t Be Afraid to A/B Test
Motivation: Experimenting with different prompt variations can reveal which format yields the best results.
Do’s:
Test multiple prompt structures and compare outcomes.
Record results to identify winning formats.
Test both small adjustments (e.g., phrasing) and drastically different structures.
Don’ts:
Example:
Tip #9: Use Contextual Details Wisely
Motivation: Including relevant background info can help the AI better understand the scenario.
Do’s:
Provide necessary context (e.g., role of speakers, call purpose).
Mention pertinent details that guide interpretation.
Don’ts:
Example:
Yes: “Rewrite this sentence in formal tone: ‘Hey, can you help me out with this issue?’ Context: Email to a manager.”
No: “Rewrite this sentence in a formal tone.”
Additional Tips:
Tone Matching: The tone of your prompt (formal, casual, instructive) can influence the output. Be explicit about the desired tone when relevant.
Example: “Explain this to a 10-year-old” vs. “Explain this to a professional audience.”