Testing generative AI · Question 10 of 60
What is called the "input explosion problem" when testing GenAI?
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Answer
- B The inputs are highly diverse and hard to control, for example prompts, parameters and the context window
Explanation
In the input explosion problem, the inputs are highly diverse and complex to control. There are optional system prompts and user prompts with large amounts of disparate data, access via an API, parameters such as temperature and maximum tokens, and the context window that retains previous parts of a conversation. All of these affect the output.