Seven Registries, One Confidence Score: An AI Business-Classification Pipeline
A Dozen Narrow Models Beat One Giant One: The Case for a Model Swarm
Two Agents, One Argument: Adversarial Verification as a QA Layer
Self-Healing, Not Self-Governing: Where an Infrastructure Agent's Authority Should End
