In AI product development, there is a balance between relying on the system's internal handling and wanting full control over the features and testing processes. While trusting the system's ways of handling things internally may be suitable for some, others seek full control to tailor AI features according to their exact requirements. This distinction is crucial but often overlooked due to the focus on the models themselves in the AI hype.

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