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docs: seal compression arc — mass number = base conversion (final branch)
Claude Code tested semantic mass number as compressor: - M1 base-256: 1.00x (IS the data, bijection) - M2 mixed-radix: 1.10x (drops unused symbols, not compression) - M3 freq-weighted: 1.47x (= arithmetic coding in costume, needs model) - xz: 3.14x (crushes all) Base conversion is a bijection — moves information, never destroys it. Cannot compress below its radix. The doctrine already knew: mass number = 'admissibility / recoverability RECEIPT', not compressor. Entire compression arc now sealed end to end: | char-poly | receipt → GCCL integrity receipt | | Braille/T9 | 4.167 b/B → dead | | 16D/583x | zero-noise artifact → LPC in costume | | weird-machine | conservation law → bits relocate, never shrink | | mass number | base conversion → recoverability receipt | One rule: move bits between columns, never beat K(data). Everything that compresses = base conversion (no gain) or arithmetic coding (needs model, ship cost = conservation wall).
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@ -68,3 +68,49 @@ Total converges to entropy floor. Nobody beats it.
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| cmix | ~1.2 b/B | — | SOTA (461 models) |
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| LPC | — | ~1.5x | The signal floor |
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| Frozen LLM + AC | sub-xz (amortized) | — | Real, but model not scored |
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## Semantic Mass Number: Base Conversion Proof (Final Branch)
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### The Test
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"Encode data as a semantic mass number A(H)" = represent the message
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as one big number (the nuclide address / 10-adic residue reading).
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### Measured Results (lossless round-trip PASS)
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| Method | bits/char | bytes | ratio | lossless |
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|--------|-----------|-------|-------|----------|
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| M1 base-256 mass number | 8.000 | 100,000 | 1.00 | PASS |
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| M2 mixed-radix (155 symbols) | 7.276 | 91,107 | 1.10 | PASS |
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| M3 freq-weighted (=arithmetic) | 5.401 | 67,823 | 1.47 | needs model |
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| xz -9 (order-N + matching) | 2.551 | 31,892 | 3.14 | PASS |
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### Why It Fails
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Base conversion is a bijection. A bijection moves information around,
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never destroys it — so it cannot compress below its radix. M1 IS the
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data (1.00x). M2 only beats 1.00 because the data uses 155 of 256
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byte values (dropping unused-symbol slack, not compression). M3 =
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arithmetic coding wearing a nuclide costume — and the model must ship
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= conservation wall.
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### The Doctrine Already Knew
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The de-anthropocentric revision explicitly flags "English-facing
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semantic compression" as the OLD ERROR and redefines:
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"MassNumber is the admissibility / recoverability RECEIPT projected
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from SemanticMass."
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The measurement just put numbers behind the flag.
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## Final Sealed Map
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| Idea | As compressor | Honest home |
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|------|---------------|-------------|
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| char-poly | receipt, adds overhead | GCCL integrity receipt |
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| Braille/T9 | 4.167 b/B, lose to xz | dead |
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| 16D / 583x GW | zero-noise artifact, LPC win | LPC in costume |
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| weird-machine | conservation, k=3 worst total | bits relocate, never shrink |
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| semantic mass number | base conversion, 1.00–1.10x | recoverability receipt |
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One rule: you can move bits between columns, never beat K(data).
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Everything that "compresses" is either base conversion (bijection,
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no gain) or arithmetic coding (needs model, ship cost). The clever
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geometry buys nothing over boring xz/LPC.
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