Epistemic Constitutionalism Or: how to avoid coherence bias
The paper argues that AI needs explicit, contestable rules—an epistemic constitution—to regulate how it forms and expresses beliefs, moving beyond hidden 'implicit policies.' It shows current models unfairly penalize arguments based on the source's ideology. The proposed Liberal framework focuses on epistemic vigilance to protect conditions for social reasoning.