Introduce the concept of AI hallucinations, drawing parallels to Philip K. Dick's "Do Androids Dream of Electric Sheep?"
Introduction
Define AI hallucinations as the tendency of large language models (LLMs) to generate false or misleading information.
What are AI Hallucinations?
Explain how LLMs use statistical analysis to generate responses based on their training data.
Causes of AI Hallucinations
Discuss the potential consequences of AI hallucinations, including:
Why AI Hallucinations Matter
Introduce the concept of "prompt engineering" as a way to mitigate hallucinations.
Combating AI Hallucinations
Define prompt engineering as the art of crafting effective prompts for LLMs.
What is Prompt Engineering?
Highlight the advantages of using good prompts, such as:
Benefits of Prompt Engineering
Showcase real-world examples of well-crafted prompts for different purposes (e.g., creative writing, factual inquiries).
How to Craft Effective Prompts
Introduce the concept of AI hallucinations, drawing parallels to Philip K. Dick's "Do Androids Dream of Electric Sheep?"
Examples of Good Prompts
Acknowledge that prompt engineering is not a foolproof solution and requires human expertise.
Limitations of Prompt Engineering