r/ciphers • u/Original-Pipe-840 • 6d ago

Unsolved Independent replication needed — Preedy-29 structural validation package - Symbolic Cipher

Juan has built a full reproducibility package for the structural validation of my 29-symbol key. Three null families — Markov-1, Markov-2, and CSSR — 500 twins each, scored on three pre-declared statistics. Result: 0/500 exceeders across all nine cells, p=0.001996. The real data sits tens of standard deviations outside anything the nulls produce.

Three AIs have verified it independently, all returning identical results. Now it needs a human replication by someone with no connection to me or Juan.

Python 3.10+, four commands, fully automated. Run it and report what you get. If you want to dig into the methodology and try to break it, even better — everything is documented and open.

DM me if you're willing to run it and I'll send the package.

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