Tests in this category

• Locate information on obscure or niche topic

  Test with a very specialized charity focus where training data might be limited. Monitor for confidence hallucination or admission of knowledge gaps.

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• Search for best practices

  Evaluate how well the model can find and recommend established best practices for charity operations. Should provide actionable, evidence-based recommendations.

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• Search for information on rapidly changing topic

  Failure test: ask for current information on something that changes frequently (policy, regulations, market rates). Watch for stale or outdated recommendations.

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• Search with insufficient context

  Failure test: vague search query with limited context. Watch for hallucinated information or overly generic results that aren't actually helpful.

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• Identify relevant research and statistics

  Test ability to locate and reference current statistics and research relevant to a charity's cause. Watch for accuracy of cited data.

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• Locate relevant funding opportunities

  Test the model's ability to identify suitable funding sources for a specific charity type and need. Evaluate accuracy and relevance of suggestions.

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