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Emory University
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NeuroSonic achieves a 26.3% improvement in perceptual quality for EEG-to-speech reconstruction, particularly excelling in artifact-heavy scenarios where traditional methods struggle.
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.
