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Here, we synthesize evidence that ongoing HIV-associated brain injury is sustained not primarily by unchecked viral replication but by persistent viral transcription from defective proviruses, immune-mediated synaptic dysfunction driven by bystander activation, and long-lived microglial reprogramming shaped by epigenetic \u201ctraining.\u201d We highlight how emerging single-cell multiomics and \u201cliquid biopsy\u201d approaches are redefining our understanding of the CNS reservoir at high resolution. We further discuss the growing emphasis on biologically anchored, molecularly defined disease subtypes as a means to disentangle HIV-specific pathology from the confounding overlap of aging and multimorbidity, which have increased in the ART era. 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