The Architecture of an Epistemic Republic
A HUMAN–MACHINE MODEL FOR TRANSPARENT, ACCOUNTABLE, AND SELF-CORRECTING KNOWLEDGE

About this paper
Proposes a human–machine framework for accountable knowledge, combining evidence assessment, expert review, and civic governance.