Research

Our research teams investigate the safety, inner workings, and advances in health monitoring—so that new technologies have a positive impact as they become increasingly capable.

Research teams:

Interpretability

Understanding how AI models and biosensing systems work internally, as a foundation for safety and trustworthy outcomes.

Alignment

Ensuring that AI systems remain helpful, honest, and aligned with human values as they become more capable.

Health Monitoring

Developing and validating continuous biosensing technologies for real-time health tracking and disease management.

Clinical Research

Conducting rigorous, peer-reviewed research into mast cell activation and neuroinflammation with clinical partners.

Publications

Date Category Title
May 8, 2026 Health Monitoring Real-time biomarker detection in mast cell activation syndrome
May 7, 2026 Interpretability Understanding neural patterns in health prediction
Apr 30, 2026 Clinical Neuroinflammation markers in related conditions
Apr 22, 2026 Safety Privacy-first architecture for wearable health data
Apr 15, 2026 Alignment Ethical frameworks for AI-assisted medical diagnosis
Apr 8, 2026 Health Monitoring Continuous biosensing validation in patient cohorts
May 2, 2026 Interpretability Machine learning model interpretability in biosensing data analysis
Apr 25, 2026 Health Monitoring Patient empowerment through real-time health data access
Apr 18, 2026 Clinical Multi-omics integration for personalized medicine
Apr 10, 2026 Policy Regulatory considerations for AI medical devices
Apr 3, 2026 Health Monitoring Longitudinal biomarker tracking in chronic conditions
Mar 27, 2026 Safety Federated learning for distributed health data analysis
Mar 20, 2026 Health Monitoring Wearable sensor calibration and validation methods
Mar 13, 2026 Interpretability Deep learning for time series anomaly detection
Mar 6, 2026 Clinical Cross-platform data integration and harmonization
Feb 27, 2026 Health Monitoring Behavioral interventions driven by biosensing insights
Feb 20, 2026 Policy Real-world evidence generation from continuous monitoring
Feb 13, 2026 Clinical Patient stratification for precision treatment selection
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