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Open Questions in using Black Box LLMs for high-stakes use cases
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Classroom Contents
Incorporating LLMs in High-stake Use Cases - Best Practices and Considerations
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- 1 Intro
- 2 Let's start with a therapy bot
- 3 Best practices from Dialogue Systems 1.0
- 4 Best Practice: Breaking up your tasks into smaller tasks
- 5 Best Practice: In context Examples
- 6 Best Practice: Don't use LLMs if you don't have to
- 7 Best Practice: Finetune your own LLM
- 8 Evaluate your model rigorously
- 9 Open Questions in using Black Box LLMs for high-stakes use cases
