A small set of industries has run distributed autonomy safely for decades. Commercial aviation, nuclear power, air traffic control, naval carrier operations. They share one structural problem: many partially autonomous actors operating in parallel, in conditions too complex for any central controller to direct in real time, where a locally reasonable action can become a …