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This article reflects key themes and discussions from the American Epilepsy Society Annual Meeting 2025, Epilepsy and Aging Special Interest Group (SIG) session entitled "Multimodal Biomarkers of Epilepsy in Older Adults." The perspectives presented here are intended to highlight emerging priorities for the field. Epilepsy in older adults is the fastest-growing segment of the epilepsy population worldwide. Despite rising incidence, prevalence, and substantial morbidity, care for late-onset epilepsy (LOE) remains anchored to a seizure-centric framework that inadequately addresses the broader consequences of seizures in later life. Older adults with LOE face markedly increased risks of dementia, mortality, and stroke, yet are frequently excluded from epilepsy and Alzheimer's disease (AD) clinical trials. Patient-centered outcomes, including cognition, sleep, function, and quality of life, remain underprioritized. In this article, we argue that LOE requires multimodal biomarkers and multidisciplinary care. We contend that LOE should be reframed as a biologically meaningful warning signal of network vulnerability and overlapping brain pathology, rather than a late-life complication to be managed pragmatically. Cognitive dysfunction is common, heterogeneous, and often precedes overt neurodegenerative diagnoses, positioning cognition as an early clinical signal. Neuroimaging and electrophysiological evidence further place LOE along a continuum intersecting cardiovascular risk factors, sleep disruption, and AD biology, challenging traditional silos between epilepsy and dementia care. We argue for greater inclusion of older adults in antiseizure medication trials and for the inclusion of individuals with epilepsy in AD clinical trials. We propose a brain-health-centered framework for LOE that integrates longitudinal electroencephalography, particularly sleep-inclusive strategies, routine cognitive screening with targeted neuropsychological assessment, neuroimaging, vascular and sleep risk evaluation, and selective use of neurodegenerative biomarkers when clinically actionable. Together, these shifts move care beyond seizure counting toward a comprehensive brain-health model aligned with the realities of aging epilepsy.