NihilCredo comments on Is Morality a Valid Preference? - Less Wrong
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I... don't think the point of such thought experiments was ever to predict what a human will do. That we do not make the same choices under pressure that we do when given reflection and distance is quite obvious. If you are interested in predicting what people will do, you should look at psychological battery tests, which (should) strive to strike a balance between realism and measurability.
The point of train tracks-type experiments was to force one to demand some coherence from their "moral intuition", and to this end the fact that you're making such choices sitting in a café is a feature, not a bug, because it lets you carefully figure out logical conclusions on which (at least in theory) you will then be able to unthinkingly rely once you're in the heat of the moment (probably not an actual train track scenario, but situations like giving money to beggars or voting during jury duty where you only have seconds or hours to make a choice). When you're actually in the trenches, as you put it, your brain is going to be overwhelmed by a zillion more cognitive biases than usual, so it's very much in your interest to try and pre-make as many choices as possible while you have the luxury of double-checking every one of your assumptions and implications.
One problem I have with the way such thought experiments are phrased is that they often ask "what would you do?" rather than "what's the best thing to do?", which muddles this notion of being more interested in my moral intuitions about the latter than my predictions about the former.
But I realize that people and cultures vary widely in how they interpret phrases like that.