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AI models can produce meaningless

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發表於 2024-3-6 17:45:27 | 顯示全部樓層 |閱讀模式
Unleash the Potential of AI: Expert Techniques for Prompt Engineering Recent advances in generative AI, particularly large language models such as GPT and Codex, have led to remarkable results in human-like text generation. However, entering a simple prompt into any of these models does not always yield consistent or useful results. To fully exploit the potential of artificial intelligence, it is necessary to master the art of prompt engineering. In this article, I will delve into the basic information obtained from the presentation given by Wope founder Yiğit Konur at the Digitalzone Exclusive: Generative AI event on various techniques for creating optimal prompts .

Prompt Engineering is Vital Prompt engineering refers to the process of carefully structuring and formatting prompts to produce the desired output from an artificial intelligence system. Without strategic direction,  useless, or even dang Job Seekers Phone Numbers List erous output. Prompts should be designed to provide appropriate context, examples, logical flow, and guardrails. Methods such as few-shot prompting, Chain of Thought prompting and Tree of Thought are accepted as best practices. Few-shot prompting is a technique that involves presenting 2 to 5 different examples to the artificial intelligence to determine tone and content parameters.



Chain of Thought guidance guides the AI ​​through step-by-step reasoning to reach a conclusion, while Tree of Thoughts allows the AI ​​to simulate a discussion among experts before formulating an answer. Providing relevant examples is crucial to improving accuracy. In a music recommendation prompt, you can list favorite and disliked artists as examples, so that the artificial intelligence bases its recommendations on specific tastes. Suggestions made without creating these examples will completely disregard the user's preferences.

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