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While often described as a disease of metabolic dysfunction, AD can more accurately be described as a disorder of metabolic inflexibility that leads to bioenergetic failure. In the healthy brain, neurons, glia, and vascular cells dynamically share and switch between different fuel sources (e.g., glucose, lactate, ketones, and fatty acids) to match functional demand. In AD, this adaptability is progressively lost because cellular metabolism is actively reprogrammed to support neuroinflammatory and disease\u2010associated processes at the cost of neuronal function. Microglia, in particular, upregulate glycolytic metabolism, alter lipid handling, and prioritize immune functions, which actively depletes the brain's energy supply. These adaptations are initially compensatory but ultimately trap the brain in a rigid metabolic program that deprioritizes neuronal support. This metabolic shift unfolds along a biphasic trajectory: early, glia\u2010driven hypermetabolism aligned with inflammation, followed by late\u2010stage brain hypometabolism and energy collapse that leads to neuronal dysfunction. System\u2010level consequences include altered excitability, decreased network connectivity, sleep disruption, and cognitive decline. Critically, these changes feed forward to accelerate AD pathogenesis: glycolytically biased microglia and stressed neurons promote amyloid\u2010\u03b2 production, tau release, and protein aggregation, adding to metabolic rigidity. Evidence from human neuroimaging studies, brain\/cerebral spinal fluid (CSF) multi\u2010omic studies, and preclinical studies demonstrate that shifts in glycolytic flux, tricarboxylic acid cycle (TCA) intermediates, and lipid metabolism parallel amyloid and tau pathology and cognition decline. We hypothesize that these metabolic programs, while initially protective, are chronically maladaptive yet reversible. We propose that restoring metabolic flexibility can mitigate amyloid and tau pathology, neuronal loss, and functional decline. Ongoing preclinical studies and clinical trials are actively exploring metabolism as a therapeutic target in AD. Collectively, these findings define AD as a disorder of metabolic inflexibility, where adaptive shifts in cellular metabolism become pathologically rigid and drive disease progression, while offering a promising target for therapeutic intervention in AD.<\/jats:p>\n                  <jats:p>\n                    <jats:boxed-text content-type=\"graphic\" position=\"anchor\">\n                      <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" mimetype=\"image\/png\" position=\"anchor\" specific-use=\"enlarged-web-image\" xlink:href=\"graphic\/jnc70294-gra-0001-m.png\">\n                        <jats:alt-text>image<\/jats:alt-text>\n                      <\/jats:graphic>\n                    <\/jats:boxed-text>\n                  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