Supervised Fine-Tuning and pretraining drive most safety properties in Gemini, rather than reinforcement learning. Google DeepMind researchers found this result countered their initial expectations. The discovery shifts how the team approaches safety training. Practitioners should note that these findings may not apply to other model families or future versions.