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Biosignal world models are fundamentally flawed for intervention use due to inherent physiological bottlenecks, demanding a new evaluation framework.
Current AI alignment strategies that compress human values into a single reward are doomed to flatten values, erase minority viewpoints, and ignore uncertainty, demanding a shift towards "Edge Alignment" that respects value diversity.