What if the universe’s deep harmony isn’t a lucky starting point but something actively maintained? For years, grand theories of cosmic order have described a coherent universe but couldn’t explain how it stays that way. The earlier “Triadic Synthesis,” paper built on a beautiful but abstract 9D geometry, remained trapped in its own logic, impossible to test or simulate. This paper turns the problem inside out. Instead of asking what the universe’s perfect balance is, we ask how it could be actively enforced. We propose a new idea, the Geometric Control Hypothesis. It suggests that a specific kind of geometric twist called torsion, acts as the universe’s builtin gyroscope, constantly making tiny corrections to keep everything in harmony. We replace untestable geometry with a control system. The Torsion Control Network (TCN), a self regulating mechanism designed to maintain what we call universal coherence, conceptualized as a state of zero wasted energy. This shift doesn’t abandon the earlier vision, it gives it an engineering blueprint. In the companion paper, we bring this idea to life in a working computational model, showing that such active balance isn’t just philosophy, it’s a testable, predictable feature of reality.