Institutional Nyquist Failure

76-16-D Institutional Nyquist Failure One of the most profound challenges introduced by dense AI-agent ecosystems may not be intelligence itself, but observation speed. As enterprises transition from slower, bounded Complex Engineered Systems (CES) into machine-speed Hyper Complex Adaptive Systems (HCAS), many institutional functions may increasingly encounter a hidden but dangerous phenomenon: Institutional Nyquist Failure. The concept originates from signal processing and control theory.