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AI Summary
- Shreya Rajpal of Guardrails AI addresses LLM output unpredictability and inability to follow requirements without extensive prompt engineering
- Guardrails creates formalized structure via RAILs (XML-like syntax) to validate both structure and quality of LLM outputs
- Solution ensures guaranteed quality and structured outputs critical for production LLM applications and reducing prompt engineering burden