Pavitra comments on Anti-Akrasia Technique: Structured Procrastination - Less Wrong
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Translation: when it feels like my willpower is gone -- that is, when my "main supply" of willpower is gone -- I tap into the "backup reserves" for a while.
[Edit: I said something stupid here. Removed.]
Not to be confrontational, but it sounds much more likely to me that you're not really out of willpower when you first think to yourself that you are, but are instead experiencing one of the common self-reporting biases.
I could certainly be wrong, though - have you been keeping records, and if so, has your technique resulted in a measurable increase in willpower?
I think it is possible that pushing oneself close to the limit of one's willpower reserves could cause increase overall reserves in the future.
Consider the case of over-eating, in which pushing oneself close to the limit of stomach capacity causes the stomach to stretch and hence increase in capacity for the future.
That's not to say it actually does, just that it could.
More importantly, though, the "willpower reserve" is a fairly coarse model, not a detailed map of actual brain functioning (though if anyone knows of detailed empirical investigation of this phenomenon then I'd be very interested). I don't think it's productive to probe in such detail -- it's like trying to discern houses from a low-resolution map of the entire Earth.
--William James, The Principles of Psychology 1890, Chapter IV