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Custom Model vs Off-the-Shelf

MediumSystem Design00:00
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Your question is Custom Model vs Off-the-Shelf. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Describe your process for choosing between a custom-built model and an off-the-shelf API solution.