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## Follow-up Email Example ``` Subject: Call Follow-up Hey Chris, I enjoyed our chat yesterday! Here are some key points from our conversation. - You will see a significant improvement in system performance when you upgrade to Claude 3.7 (this will likely be the biggest lift) - An easy way to improve your prompts is to have the inference model (e.g. Claude 3.7) rewrite the current versions - A more effective way to improve your prompts is to provide 3-5 examples to the inference model and have it write a prompt from scratch to generate reports in the format and style of the examples. - You can mitigate hallucinations by using a faithfulness score to identify failure modes and then update your prompt to handle them. Let me know if you have any questions or if there's anything else I can do to help. Cheers, {user_name} P.S. Anthropic's [prompt engineering guide](https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview) is a great resource to improve your prompt templates ```

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