// Hacker Noon · 4 May 2026

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 regula...

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