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**FishStick** is a comprehensive AI/ML training ecosystem that treats artificial intelligence as a branch of mathematical physics, combining 26 unified theoretical frameworks that integrate theoretical physics, formal mathematics, and advanced machine learning. The framework is designed for researchers and developers seeking mathematically rigorous, physically grounded AI systems that go beyond empirical engineering to provide principled approaches to neural architecture design, training dynamics, and model verification.
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