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No, a smart model should also give a concise executive summary, "brevity is the soul of wit".

So, in short, once models get smart enough they stop bothering telling us what they did.

Yeah, makes sense. A parent wouldn't bother explaining the details of their job to a toddler.

Which would be fine, but the parents also just smeared tomato sauce over the walls too, so let’s not get too ahead of ourselves.