The Machine That Doesn't Need a Cage

Most AI systems rely on safety layers to control harmful behavior after training. Shekhar Natarajan argues that approach is flawed. His company, Orchestro.AI, built “Angelic Intelligence,” a system designed to prevent harmful outcomes at the architectural level using multi-agent consensus. As regulation tightens, this approach could redefine how AI safety is built—and enforced.