Colleague remark that hit hard about AI

Yesterday, a colleague of mine said something that really stuck with me. While we were discussing different AI models, she casually said "You know, an AI model success is really just a function of how well we understand its behavior and frame our questions."
The more I think about it, the more it feels spot on.
What's your take on this ?

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