All the so-called science surrounding carb depletion seems kind of sketchy to me. Admittedly, I haven't delved all that deeply into it, so maybe I'm missing something. But the part that always gets me is the general vagueness of "you're training your body to metabolize fat better when you're short of glycogen", or something along those lines. Like, what part of your body exactly are you training? What mechanism are you influencing? What lasting, helpful physiological effects does carb depletion have on your body?
In the Outside magazine article that is linked, Matt Fitzgerald mentions training at altitude and training in the heat as established ways to change your physiology in ways that improve distance-running performance. Altitude training results in increased red blood cells; heat training results in increased blood volume. So far so good: assuming the science is correct, those methods at least seem plausible and easy to understand. But what does carb depletion actually "do"?
I guess the point I'd like to make is, you can't just decide to train to improve some facet of performance and have it automatically work. For instance, I would assume that you can't train your body to function well while dehydrated merely by going into your long runs in a dehydrated state. Because, other than maybe a slight psychological adaptation, what would be "trained"? And that's how I look at carb depletion.
I'm not saying it definitely doesn't work. Maybe it does. It just seems that the evidence is thin at best. Note the lack of specifics in Fitzgerald's description of the benefits of running on depleted carbs:
"It is generally believed that the main purpose of this practice is to increase the fat-burning capacity of the muscles, but most of the research on carb-restricted training has focused on a completely different benefit. That’s right: increased aerobic capacity.
What scientists have found is that muscle glycogen depletion (glycogen being the muscles’ preferred carbohydrate-derived energy source) is a major trigger of some of the physiological adaptations that enhance the body’s ability to use oxygen for muscle work. Normal training results in a degree of glycogen depletion, but carb-restricted training augments this stressor and the resulting benefits. The specific idea behind this practice is to start workouts at low muscle glycogen levels instead of merely finishing them there."