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Golub and Charles F

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cs.LG 1

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2026 1

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Self-Attention as Transport: Limits of Symmetric Spectral Diagnostics

cs.LG · 2026-05-06 · unverdicted · novelty 6.0

Symmetric spectral diagnostics on attention are structurally blind to flow direction, with asymmetry G as the sole control parameter, yielding a two-axis test that distinguishes bottleneck versus diffuse hallucination modes with opposite polarity.

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  • Self-Attention as Transport: Limits of Symmetric Spectral Diagnostics cs.LG · 2026-05-06 · unverdicted · none · ref 13

    Symmetric spectral diagnostics on attention are structurally blind to flow direction, with asymmetry G as the sole control parameter, yielding a two-axis test that distinguishes bottleneck versus diffuse hallucination modes with opposite polarity.