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EvaluationMedium· Domain Adaptation· Deployment Strategy· Human-in-the-loop

How would you evaluate a model for deployment in a medi...

Evaluating a model for sensitive domains like medicine or law requires a practitioner-interview process that contrasts with standardized benchmarks. You must identify specific task types such as documentation, summarization, and patient communication. Furthermore, you must evaluate the model across multiple axes beyond simple accuracy, while strictly adhering to privacy constraints regarding the use of real-world data.

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