March 30, 2026
August 18, 2026
AI cannot be morally responsible: it has parameters, not awareness, choice, or consequence. This article argues that responsibility must remain human and be technically memorialized through explicit custodianship, audit trails, and federated governance.
August 13, 2026
Medical data is riddled with uncertainty, yet AI systems claim to learn from "ground truth." Circle replaces approximation with proof through Observational Protocols, immutable provenance, and continuous validation — creating self-verifying evidence.
August 11, 2026
Young investigators are losing the apprenticeship, mentorship, and moral purpose that once shaped clinical science. Rebuilding hands-on learning, meaningful mentorship, and patient-centered research can restore curiosity, craft, and scientific integrity.
