Drahflow comments on The Physiology of Willpower - Less Wrong
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Apparently, the brain also burns lactate.
Lactate fuels the human brain during exercise Bjørn Quistorff, Niels H. Secher, and Johannes J. Van Lieshout Abstract
OP's paper gives at least some (but not many) examples where manipulations in glucose levels modified cognitive performance. However they mostly just observed that attention leads to lower glucose levels, which would also be observed if glucose would be one among many energy sources.
Also, before eating all that candy, note (from OP's paper)
I.e. high glucose levels lead to lower cognitive performance.
Perhaps your conclusion misinterprets the results. The glucose tolerance test was given at a different time than the cognitive test, and so no connections between glucose levels and performance should be made. The idea is that ineffective glucose metabolization is an individual difference associated with lower cognitive performance.