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openresearch
37736fc95e docs: encode engine necessity + modularity principle
C3 MEASURED: positional chirality is Sidon-invariant for powers-of-2
labels. CRT embedding is redundant when input is already Sidon.

BUT: the framework is modular BECAUSE different stages are optimal
in different regimes. The encode engine is a MODULE, not a universal
preprocessor:

- Already-Sidon input: skip CRT, use direct check (redundant)
- Non-Sidon input: CRT wrapping CREATES Sidon (primary value)
- Geometric regime: use dual quaternion products (different filter)
- Quantum regime: use COUCH tractability (not Sidon-based)

The octagon principle requires regime matching: match the spectral
embedding to the regime, then filter. Forcing all inputs through
one pipe is the failure mode.

New conjecture C11: test CRT wrapping on non-Sidon input at scale.
If wrapping creates Sidon → engine is needed for that regime.
If not → wrapping doesn't work at scale.
2026-07-04 21:30:32 +00:00