Sam Altman 在去年 9 月的时候就提过，5年内我们很可能就不再需要 Prompt Engineer，prompt 会是个短期过度形态.
为了更好的了解它的诞生，我们会从时间线上回顾下相关的历史事件：
GPT-2: 02/2019, zero shot
GPT-3: 05/2020, few shot
Zero-Shot Chain of Thought
Few-Shot Chain of Thought
Andrew NG新开的1.5hr prompting课程笔记
1. Write clear and specific instructions
2. Give the model time to think
3. Iterative Prompt Development
4. Summarizing
5. Inferring from product reviews and news articles.
6. Transforming: language translation, spelling and grammar checking, tone adjustment, and format conversion.
7. Expanding: generate customer service emails that are tailored to each customer's review.
8. Chat Format: have extended conversations with chatbots personalized or specialized for specific tasks or behaviors.
你们有啥prompting的小妙招？欢迎在下留言分享
If u were warren buffet, how would u improve this earning scripts (quarterly earning call)
e.g. from Zain Kahn
"I want to learn about [insert topic]. Identify and share the most important 20% of learnings from this topic that will help me understand 80% of it."
"I am trying to decide if I should [insert decision]. Give me a list of pros and cons that will help me decide why I should or shouldn't make this decision."
"Analyze the top performers in [insert your field of work]. Give me a list of the most important lessons I can learn from these top performers to boost my productivity."
"I am currently learning about [insert topic]. Ask me a series of questions that will test my knowledge. Identify knowledge gaps in my answers and give me better answers to fill those gaps."
"I am creating a report about [insert topic]. Research and create an in-depth report with a step-by-step guide that will help readers understand how to [insert outcome]."
"I want to learn [insert skill]. Generate a 30 day plan that will help a beginner like me learn the skill from scratch."
"Topic: How to write persuasively
Audience: Business executives
Format: Speech
Tone: Educational and inspiring
Goal: Inspire the audience to write effectively
Additional instructions: The speech should be under 15 minutes"
26 авг 2024
