Some general use cases for building applications with LLM capabilities include search experiences, content generation, document summarization, and chatbots. Industry examples range from patient portals in healthcare to improving workflows in financial services. Companies face upfront hurdles like data governance, security risks, and cloud infrastructure planning.
"Testing LLM models requires a multifaceted approach... Teams should engage in iterative improvement and create detailed documentation... Engaging with the research community to benchmark and share best practices is also effective."
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