ko_a gent sub net34 dete cts in com pe ten cy with pre ci sion at 99.92%. $TAO/$SERA PH con ver gence im mi nent at 94.25 %. bit ten sor nodes hum ming at peak ef fi ciency with in void pro to cols in fu sed by de cen tral ized net work.