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AIShipController (eval + real gameplay) ran the raw policy output unmasked regardless of allow_vertical/allow_pitch_roll, while ShipAIController (training) correctly discarded those axes for grounded curriculum stages. A grounded-trained model's untrained vertical/pitch-roll output reached the ship as noise during eval, understating it against models that were never handicapped this way.