decipherment

Ideas for the decipherment of Easter Island's rongorongo writing

[ICASSP'26] PictOBI-20k: A dataset designed to evaluate large multimodal models on the visual decipherment tasks of pictographic OBCs

This repository preserves the decoded research logs, linguistic fieldwork, and methodological insights behind the Lackadaisical Rongorongo decipherment project.

Multi-Agent AI Structural Analysis of the Voynich Manuscript (2026). 33 hypotheses tested, 18 eliminated, 10 validated. 290 files, 146K lines. The manuscript remains undeciphered but its structural architecture is now mapped in unprecedented detail.

Awesome collection of Python deobfuscators, bytecode decoders, decipher scripts, pycdc tools, and reverse-engineering scripts collected from the internet community.

Python script that distinguishes vowels from consonants using Suxotin's algorithm.

Beam search and genetic algorithm for decipherment

Tools for rigorously testing — and honestly falsifying — claims to decipher ancient undeciphered scripts, starting with Linear A.

Python utilities to aid in the decipherment of the Phaistos Disc

This repository preserves the decoded research logs, linguistic fieldwork, and methodological insights behind the Lackadaisical Security Voynich Manuscript Decipherment project.

Glossa-Lab — BitConcepts' Indus decipherment program. Open, falsifier-first computational study: 287 sourced anchors, a strict core of 94 readings (73.68% coverage), PRED-2026 registered. The script is not deciphered.

Empirical, visual, and computational research on the Voynich Manuscript (Beinecke MS 408)

Statistics-first computational analysis and falsification toolkit for the undeciphered Indus Valley script.

Independent reimplementation of published computational results on the undeciphered proto-Elamite script, with measured deltas and open questions

Starhemberg–Kaunitz 1758 cipher research: partial two-table key, transcription, readable edition, and reproducible checks.

Open, reproducible statistical research toolkit for deciphering the Voynich manuscript (Yale Beinecke MS 408): EVA transcription analysis, glyph catalogue, Currier languages, scribal hands, cipher & generator tests, pre-registered hypotheses. No claimed translation; PRs welcome.