Overview Early detection of Alzheimer’s disease (AD) remains a critical goal for enabling timely interventions, planning, and care. Recent research explores how short, naturalistic speech samples can reveal subtle linguistic and cognitive changes that precede formal diagnosis. By combining lightweight linguistic markers with interpretable models, researchers aim to create practical screening tools that clinicians, caregivers,…