Proof of Concept: Alphabet Formation and Non-Canonical Encoding

This record contains a minimal proof-of-concept (POC) implementation accompanying the manuscript “Alphabet Formation and the Epistemic Limits of Cryptographic Analysis”. It provides an executable demonstration of the paper’s central epistemic claim: that cryptographic and statistical analysis presuppose the stabilization of symbolic units, and that when such stabilization is suppressed through non-canonical encoding, these methods become inapplicable. The implementation is intentionally minimal and relies only on the Python standard library. A reference output file is included to document the observed behavior discussed in the manuscript. This POC is intended for conceptual illustration and reproducibility, not for practical cryptographic use.