Creators achieve lifelike AI results by defining camera distance, lens ratios, lighting temperature and texture details. Nano Banana interprets micro-descriptors such as skin specularity, cloth fibres and depth variance with high precision. Stable subject anchors reduce drift, while controlled noise inputs maintain consistency across multi-shot sequences used for content production.