That’s because you’re using more energy per time unit, and there’s only so much that you can sustain. The article is about energy per distance unit. So to translate this: run the same distance faster, and you’ve burned about the same amount of calories, but you’re more exhausted from having to burn through the calories at a faster rate. However, from an efficiency perspective you got there faster at the same cost.