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Negative result paper: the King Wen sequence has genuine anti-habituation statistical properties (confirmed via Monte Carlo against 100k baselines) but does not improve neural network training. Experiments on NVIDIA RTX 2060 (PyTorch) and Apple Silicon (MLX).