The Short Version
The core claim matches standard physiology references: an adult human brain is about 2% of body weight and uses roughly 20% of the body’s energy, with some sources placing glucose use near 20–25% at rest. The caveat is that these figures are usually stated for resting metabolism, and “glucose” and “energy” are related but not identical measures.