Gemini 3.1 Pro predicts Iran oil chokepoints

The model's zero-shot predictive power marks a significant shift from information retrieval to deep structural reasoning in geopolitical game theory.

• –Reasoning over a static 2025 dataset allowed the model to extrapolate Iranian asymmetric doctrine that reportedly surprised military and political leaders in mid-2025.
• –The model’s 77.1% ARC-AGI-2 score is translating into "strategic intuition," enabling it to navigate complex, multi-agent conflict scenarios with high fidelity.
• –Successful offline prediction confirms the 3.1 series possesses a robust "world model" capable of identifying critical economic and geographical dependencies without real-time data.
• –This performance suggests that frontier models are becoming viable tools for high-stakes, classified military and macro-economic risk assessment.