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When it comes to energy, and especially shale, the conventional wisdom is almost always wrong. It isn’t just that experts didn’t see the shale boom coming. It’s that they underestimated its impact at virtually every turn. First, they didn’t think natural gas could be produced from shale (it could). Then they thought production would fall quickly if natural gas prices dropped (they did, and it didn’t). They thought the techniques that worked for gas couldn’t be applied to oil (they could). They thought shale couldn’t reverse the overall decline in U.S. oil production (it did). And they thought rising U.S. oil production wouldn’t be enough to affect global oil prices (it was). - fivethirtyeight.com