Introduction Human-in-the-loop does not scale anymore. In 2026, AI agents are no longer waiting for approval. They are reasoning, deciding, and executing across systems simultaneously at machine speed. The traditional model of pausing for human validation is no longer viable. This shift forces a more fundamental question. Not who reviews the output, but who holds the helm? Rethinking Control in an Agentic World A