Designing for Epistemic Resilience: How Layered AI Review Can Improve News Integrity at Scale Abstract As digital news ecosystems accelerate, the limiting factor in public understanding is no longer access to information but the ability to evaluate it. This article proposes a layered AI-assisted editorial architecture designed to reduce emotional manipulation, improve claim verification, and sup...