To unlock the full potential of large language models (LLMs), it’s essential to understand the art of prompting. Unlike humans, LLMs need clear instructions and context to deliver accurate results. A leaked rulebook from Anthropic reveals expert system prompts that can enhance your AI game. By following these seven key rules, you’ll be able to craft effective prompts and get better results.
Firstly, treat AI like a colleague by providing specific, formatted instructions. This can improve accuracy by 76%. The Claude system prompt is an excellent example of this approach. Next, use negative examples to guide the LLM’s behavior. By providing what not to do, you’ll help clarify expectations and reduce errors.
Another crucial rule is to provide an “escape hatch” for situations where the LLM is unsure or lacks knowledge. This can prevent hallucinations and ensure more accurate results. When using LLMs, explicitly ask them to say “I don’t know” if they’re uncertain.
Finally, search strategically within the system prompt. Claude’s 6,471 tokens spent on self-search instructions highlight the importance of clear searching instructions. By implementing these seven rules, you’ll be able to craft more effective prompts and unlock the full potential of LLMs.
Source: https://www.exponentialview.co/p/how-to-train-your-ai