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# Research Challenges for GenAIScript
- Giving the LLM appropriate context
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- How to deal with limited context window?
- What inputs are most important?
- Rethinking types and parameterization
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- What is the "type" of an GenAIScript function?
- How to define acceptable composition?
- Optimizing the use of the LLM
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- Picking the right model for the job
- Ensuring Responsible AI qualities (security, privacy, etc.)
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- Ensuring correct generations
- Verifying correct generations
MCP directory API
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