Don't overly generalize your populations. If you're introducing a new product to, to a new audience that you have not sold to before, then you have to actually bring that product to them. Do the model reflect actual human behavior, right? How actual humans behave? So this idea of focus groups and different pieces,. i heard a story like, they werre doing a focus group with sony about their walk mens. And they said they were going to introduce a new color. It's always a big, big question. Are we getting the right sample? Are we piloting this in the right situation? Are we using this in gary, indiana for the pilot

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