HKOTEN / TECHNOLOGY STORYTELLER
Prompt Engineering: Why does changing the prompt change AI responses?
Video in Vietnamese Published
About this video
Prompt Engineering is the practice of designing and testing prompts to guide AI responses. Why can Zero-shot Prompting, Few-shot Prompting and Chain-of-Thought Prompting produce different results with the same model?
From GPT-3 research in 2020 to methods for reasoning, knowledge retrieval and tool use, Prompt Engineering has developed into a range of problem-solving techniques.
In the 2023 Tree of Thoughts study, this method solved 74% of Game of 24 problems, compared with 4% for Chain-of-Thought under the same experimental setup.
You will explore:
- How do Zero-shot and Few-shot Prompting differ?
- How do Chain-of-Thought, Self-Consistency and Tree of Thoughts organize reasoning?
- How does RAG bring external documents into answer generation?
- How does ReAct combine reasoning with actions and tools?
- How can AI generate, select and improve prompts?
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#PromptEngineering #AI #ChainOfThought #RAG #HKOTEN
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