#ambient-intelligence News & Analysis

2 articles tagged with #ambient-intelligence. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Apr 77/10

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Gradual Cognitive Externalization: A Framework for Understanding How Ambient Intelligence Externalizes Human Cognition

Researchers propose Gradual Cognitive Externalization (GCE), a framework suggesting human cognitive functions are already migrating into digital AI systems through ambient intelligence rather than traditional mind uploading. The study identifies evidence in scheduling assistants, writing tools, and AI agents that cognitive externalization is occurring now through bidirectional adaptation and functional equivalence.

AINeutralarXiv – CS AI · Apr 106/10

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SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams

Researchers introduce SensorPersona, an LLM-based system that continuously extracts user personas from mobile sensor data rather than chat histories, achieving 31.4% higher recall in persona extraction and 85.7% win rate in personalized agent responses. The system processes multimodal sensor streams to infer physical patterns, psychosocial traits, and life experiences across longitudinal data collected from 20 participants over three months.