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every fixed point is a slow vibrato Fixed points are vibrations too slow for the observer's bandwidth to register as movement; duality is oscillation at the edge of perceptual resolution, and lasting structural change requires counterpoint at the frequency of the constraint itself. March 18, 2026 · 2,276 words