Part 5/8:
He observes that instructing GPT-3 to "add an answer" or "generate another prompt" helps extend the chain, making it clearer that the core of meta prompting lies in instructing the AI to produce the tools (i.e., prompts) for further exploration.
Challenges and Insights
One challenge Shapiro encounters is ensuring that prompts remain flexible and generative rather than terminating prematurely. He considers that maybe the key is to encourage GPT-3 to continuously produce prompts that are themselves prompts—an idea that could lead to endless streams of creative instructions. However, he also recognizes limitations, such as the model's tendency to end the chain or shift away from prompt creation into direct answers.