Five Frontiers, One Gap: How Disciplinary Silos Obstruct AI Operational Deployment

Abstract

Five independent research communities working on AI agents — reliability science, world model planning, embodied AI, governance standards, and data platform architecture — have each reached the same structural boundary from different directions. When five active research frontiers independently discover the same missing infrastructure, the gap itself is a research result.