The Short Version
The claim captures the broad scientific picture that the human brain is active across most states, including rest and sleep, rather than lying mostly dormant. However, it overstates precision: activity is uneven across regions, and deep non-REM sleep significantly lowers overall brain metabolism. The statement is best understood as a rebuttal to the "10% of the brain" myth, not as a strict quantitative rule.