ChatGPT 를 200% 활용하는 방법! feat. 프롬프트 엔지니어링

TL;DR

Learn effective techniques to prompt Chat GPT for better answers, such as the Persona, Recipe, Reflection, Refusal Breaker, and Flipped Interaction patterns.

Transcript

on this video I want to share with you the prompting techniques that I use to extract as much value as possible from chat GPT chargpt has been out for a while now and the more I use it the more I see it as a tool that makes me more productive rather than a thread that is going to take my job a recent study conducted by Purdue University discovered ... Read More

Key Insights

• 😘 Purdue University study reveals Chat GPT's lower accuracy compared to Stack Overflow (52% inaccuracies).
• 👊 Chat GPT often provides confident but incorrect answers, emphasizing the need for understanding the topic.
• ❓ Effective prompt patterns like Persona, Recipe, Reflection, Refusal Breaker, and Flipped Interaction improve the quality of answers.
• ❓ Persona pattern tailors Chat GPT's responses to a specific viewpoint or perspective.
• 👨‍💻 Recipe pattern helps in organizing steps and clarifying code-related tasks.
• 😷 Reflection pattern encourages asking for reasoning to enhance understanding and identify model hallucinations.
• 🤲 Refusal Breaker pattern helps reframe questions for better chances of getting an answer.
• 😷 Flipped Interaction pattern allows Chat GPT to ask questions for more targeted assistance.

Questions & Answers

Q: What is the issue with Chat GPT's answers compared to Stack Overflow?

According to a study, Chat GPT ranks lower in correctness, comprehensiveness, conciseness, and usefulness compared to Stack Overflow. It often provides incorrect or partially correct answers, even when it sounds confident.

Q: How can prompt patterns like Persona help in getting better answers from Chat GPT?

The Persona pattern allows us to guide Chat GPT by telling it to adopt a specific viewpoint or perspective. For example, pretending to be a senior engineer while reviewing code can help tailor Chat GPT's output to focus on security and performance.

Q: How does the Recipe pattern save time and enhance understanding for programmers?

The Recipe pattern is useful for tasks where the steps are known, but their precise order or details are unclear. By providing the necessary ingredients and steps, Chat GPT can fill in missing information and identify unnecessary steps, making it helpful for programmers.

Q: How does the Reflection pattern help in understanding code and catching model hallucinations?

The Reflection pattern encourages asking Chat GPT to explain the reasoning, assumptions, and choices behind its answers. This helps developers understand the output and potentially identify when Chat GPT is producing incorrect or hallucinated responses.

Summary & Key Takeaways

• A recent study from Purdue University found that Chat GPT (Chad GPT) provided inaccurate or non-functional code answers 52% of the time compared to Stack Overflow.

• Chat GPT tends to produce confident but incorrect answers, so it's important to have a good understanding of the topic being asked to evaluate its responses.

• The video introduces five effective prompt patterns for Chat GPT: Persona, Recipe, Reflection, Refusal Breaker, and Flipped Interaction.