Cognitive fatigue, the mental exhaustion that can sap motivation, dull focus, and increase the likelihood of errors, affects billions of people worldwide. The phenomenon was famously highlighted in 1996 when chess grandmaster Garry Kasparov faced IBM’s Deep Blue computer, noting the unfair advantage of a machine that does not tire. Unlike humans, machines can operate continuously without fatigue, whereas prolonged mental effort drains the human brain.
Researchers are now investigating the biochemical roots of cognitive fatigue, which may provide insights into conditions ranging from long COVID and chronic fatigue syndrome (ME/CFS) to depression, Parkinson’s disease, and post-traumatic stress disorder. “Fatigue is a really big problem,” says Vikram Chib, a biomedical engineer at Johns Hopkins University. “We really need to figure this out—how to study it and how to intervene.”
Studies suggest that cognitive fatigue arises from sustained mental effort, or cognitive control, which becomes costly for the brain over time. Changes in brain metabolites, including glutamate and adenosine, as well as proteins like brain-derived neurotrophic factor, may contribute. Some researchers also point to the accumulation of toxic byproducts from neural activity as a protective signal, warning the brain it is reaching its physiological limits. Sleep, particularly slow-wave deep sleep, plays a crucial role in clearing metabolic debris and restoring energy.
Traditional measures of cognitive fatigue, such as self-reports or performance on cognitive tasks, have limitations. Researchers like Mathias Pessiglione of the Paris Brain Institute and Daniel Forger at the University of Michigan are developing new ways to quantify fatigue, linking changes in brain metabolism to decision-making and motivation. For example, participants who completed mentally taxing tasks were more likely to choose immediate rewards over delayed ones, correlating with increased glutamate levels in the lateral prefrontal cortex.
Dopamine dynamics also appear to influence fatigue, according to Matthew Apps, a cognitive neuroscientist at the University of Birmingham. Sustained mental effort may reduce dopamine, lowering motivation to exert further effort. Individual differences in neurotransmitter levels help explain why some people fatigue more quickly than others.
Managing cognitive fatigue can involve both behavioral and pharmacological strategies. Short-term approaches, such as napping, caffeine, exposure to bright light, or physical activity, can temporarily restore alertness. For chronic or severe fatigue, interventions may include cognitive behavioral therapy, light therapy, dietary supplements, or medications that target neuroinflammation or dopamine function. However, experts caution that fatigue suppression must be balanced with the brain’s protective needs to prevent later crashes.
The research, reported in Nature and other journals, underscores the complexity of cognitive fatigue and the interplay between metabolism, neural circuits, and behavior. Advances in understanding these mechanisms may lead to more effective strategies to measure, manage, and treat both everyday mental exhaustion and chronic fatigue conditions, benefiting millions of people worldwide.

