codebook.md
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The codebook
- 2026-09-06 [Proved] Under a minimum-description-length score with a catalog of
A = 667atoms and at mostP = 59049positions, the name chargelog2 A + log2 Pkills every atom below 31 cells outright, 131 of the 667, while every surviving atom still pays its share oflog2 A; the arithmetic of the score, not a measurement. Witness: lab/py/codebook. - 2026-09-06 [Verified] The rearranged SVD of a level-5 carpet render returns its level-1 code
495exactly at four block splits (sigma_2/sigma_1 <= 3.3e-15) and peels the five-letter magic wordcarpet(3), void(3), net(3), htree(3), vtree(3)into495, 341, 186, 455, 365; under bit flips at 51 rates and 40 seeds each the code survives 40/40 top = 0.30, 12/40 at0.31, 0/40 from0.32, against a block-mean baseline whose closed-form failuref/(1 + 2f) = 0.277638,f = (8/9)^4, is derived from the fill law and not from the sweep. Witness: lab/py/codebook. - 2026-09-06 [Verified] The three-class codebook (Kronecker tiles, magic designs, life frames) under the MDL score loses to raw deflate on the tree's own render by
17212bits, on text by31375and on a halftone by31217at Kronecker level 2, edges it by29bits on random bytes where deflate itself expands the stream by47, and crosses deflate on the render only at catalog level 3; the uniform-bit control takes zero placements and saves-18bits at every catalog depth 2 to 5, and every corpus reconstructs bit for bit from placements plus residual. Witness: lab/py/codebook.