What are the main challenges in evaluation frameworks?
An example of an AI chatbot conversation about challenges in evaluation frameworks.
What are the main challenges in evaluation frameworks?
Some key challenges include defining clear metrics, ensuring data quality, and adapting to changing contexts.
Can you elaborate on how to define clear metrics?
Defining clear metrics involves aligning them with specific goals, ensuring they are measurable, and relevant to stakeholders.
What role does data quality play in evaluation?
Data quality is crucial as it affects the reliability of the evaluation results and the decisions made based on them.
How can frameworks adapt to changing contexts?
Frameworks can adapt by incorporating feedback loops, regularly updating metrics, and being flexible in their application.
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