As AI becomes more prevalent in geriatric care, trust is paramount. A landmark MDPI research paper published in early 2026—"Trustworthy AI Agents in Geriatric Medicine"—provides a comprehensive architectural blueprint for building AI systems that elderly patients, caregivers, and clinicians can rely on. For families navigating the increasingly AI-enabled care landscape, understanding these principles helps identify which tools truly prioritize safety and transparency.