
Verifiable Agent Swarms: From Guardrails to Sovereign Factories
The old contract is breaking. A monolithic model that must both know the world and reason about it cannot reliably govern the very infrastructure producing intelligence at scale. The way forward is external deterministic verification, dramatically compressed on-policy cores, clean separation of reasoning from data, and decentralized swarms that can be governed, audited, and run by independent builders.
