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Exploring the Importance of Validation and Guardrails for Language Models
The chapter delves into the significance of validation and guardrails for Large Language Models (LLMs) and generative AI models. The discussion covers the challenges of controlling outputs, the need for consistent outputs, and the risks associated with unpredictable outputs from LLMs. The speakers emphasize the importance of validation and adding guardrails to ensure accuracy, mitigate risks, and prevent incidents like the Air Canada chatbot mishap.