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We are an independent AI research lab building universal foundation models for prediction and decision-making in complex, fast-changing systems — environments where assumptions fail and intelligence must adapt. We use financial markets as an extreme scientific testbed: open data at scale, continuous feedback, and adversarial dynamics without stable ground truth.