PROBABILITY FIELD AFTER REVISION

This piece mapped the decision surfaces that emerged across three distinct operational phases, each transformation recalibrating the underlying probability matrix. The erasures and overwritten sections were not mistakes but evidence - documentation of deprecated models replaced by more accurate ones. What remained was not truth, but the closest statistical approximation after 326 iterations of testing against reality.