ScottL comments on In Defence of Simple Ideas That Explain Everything But Are Wrong - Less Wrong Discussion
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Perhaps, 'laws' would have been a better word than 'rules'.
I was thinking of it more in terms of complexity. When things are looked at in isolation, it is much easier to see how the simple laws apply. But as things get more complex, we also need to figure out how the different systems interact and influence each other. This makes the simple laws harder to discern.