Debate: Should AI tools explain their reasoning or just give answers?

I was using an AI to help plan routes for my delivery job, and a coworker said it's useless if it can't show why it chose certain roads. But I find the quick answer more helpful than a long explanation. Which do you prefer for practical tasks - transparency or speed?

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