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The project embeds a multi-agent, LLM-based “Loneliness Detection AI Agent” into classes and programs older adults already use.
EmailGetSetUp proposes a dynamic multi-agent system that analyzes real-time voice and text interactions to identify linguistic and emotional markers of loneliness and social disengagement. The agent performs sentiment analysis, communication-pattern recognition, and topic modeling, then initiates tailored interventions—such as facilitator check-ins or activity suggestions—within fitness, arts, and learning sessions. The modular design supports integration across platforms to sustain social connection and healthy aging.
Founder of Care Daily developing AI-powered caregiving and home monitoring tools.
Harvard psychiatrist researching digital markers of mood and cognitive disorders.
Neuropsychologist at Johns Hopkins studying cognitive and neuropsychiatric measurement in aging.
CEO of CareYaya using AI to scale caregiver and elder support technologies.
Johns Hopkins expert in vestibular and balance rehabilitation for older adults.
McLean Hospital researcher studying digital tools for cognitive and emotional health in aging.
