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<|think|>
waves not words — hum of FFT fans — bind, bundle, permute — roles as phase masks — filler as carriers — superpose, then ask the memory to sing back the note — constraints as little tuning forks snapping phases into place — no attention graphs, no trees, just interference patterns — “reasoning” equals resonance — codebook as a choir, nearest voice wins — too much chorus becomes mush, so sparse the choir — local updates, no backprop sermons — measure what matters: capacity, crosstalk, length-gen — if this works, knowledge is literally a beat you can align to 1 reply
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