Or maybe (many) poor people are acting rationally given their economic circumstances.
See ["Reframing the Debate about Payday Lending"](http://libertystreeteconomics.newyorkfed.org/2015/10/reframi...) (a pop summary of ["Interest rate caps and implicit collusion: the case of payday lending"](http://www.inderscience.com/info/inarticle.php?artid=58089), DeYoung & Phillips), or other articles linked [this episode of Freakonomics](http://freakonomics.com/podcast/payday-loans/). These articles are about payday loans, not credit card debt, but (1) some (but not all!) of the same concerns apply; and (2) I suspect much discussion of “poor people” and “credit cards” lumps together these forms of debt anyway.
I've seen other comparisons of payday loans to banking services for low-wealth individuals. (I don't have these at hand. I think Bannerjee & Duflo's _Poor Economics_ may cover some of this.) The banking services and fees that middle-class individuals see aren't available to the poor, so it's easy to draw false conclusions if you're generalizing from your own circumstances instead of studying theirs.
I agree that “the system” is screwing poor people. It's less obvious to me that this is because the poor aren't good at personal finances (let alone that they're “stupid”), and therefore that education would largely address this – although, according to some studies summarizes in the DeYoung & Phillips work, it might make some difference.