Institutional openness and collective responsibility

A shared European reference requires dialogue, critique, and evolution across institutions.

TL;DR
  • Institutional openness is a non-negotiable commitment.
  • Dialogue, critique, and evolution protect legitimacy and trust.
  • Collective responsibility prevents unilateral or opaque control.

Responsible health AI cannot be stabilized by a single institution. A shared European reference requires collective responsibility and openness to public dialogue.

Institutional openness — dialogue, critique, and evolution.

Why openness matters

  • public authorities and regulators must be engaged
  • health professionals and researchers must be involved
  • peer review and critique must remain possible

Collective responsibility protects legitimacy without overreach and keeps the doctrine aligned with European values and law.