epistemic-honesty

An experimental Reflective Intelligence architecture for epistemic clarity, self-understanding, and autonomous human choice. Not a chatbot. Not a guru. An instrument. Enforced seven-label epistemic system + runtime safety constitution.

BIOWATCH AI — A research-grade biological surveillance and epidemiology monitoring prototype with open data connectors, anomaly detection engines, and epistemic-honest visualizations.

Policy analysis: On the terminology, testing, and deployment of structurally unreliable language systems (35 references)