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Evaluation run comparing a baseline and a trained model

A SYMBOL IS NOT A SIGNATURE

The historic record contains imitation messages and false leads. Cryptographic authentication helps distinguish a document from a claim.

THE HISTORIC KEY

Authentic public messages associated with Cicada 3301 were signed using OpenPGP. The historical key's short identifier ends in 7A35090F. That identifier is part of the archive, not a credential controlled by this token.

Generated evaluators
Eval sets
Trace scoring
Eval matrix with model judges and code checks

THE ORIGINAL RECORD

A photograph, post or anonymous account may reproduce the cicada emblem. That alone does not establish authorship. A meaningful historical claim should be connected to a verifiable source and its original context.

Pinned data
Baseline comparison
Judge reasoning
Per-metric scores for baseline and candidate

FALSE PATHS

Since the first puzzles appeared, numerous lookalike clues have circulated. Some are fan puzzles; some are rumors. A cryptic appearance is not evidence that a message came from the original group.

Local execution
Candidate diffs
Measured improvements
Optimiser run with score over iterations

THE LAST VERIFIED MESSAGE

The recognized public key was last used for widely accepted signed communications in April 2017. The absence of a newer verified record does not make every modern claim true — it makes verification more important.

MESSAGE COMPARISON
Shared eval set
CONTEXT & SOURCES
Model comparison against the incumbent

FIELD RECORDS

ARCHIVE REFERENCES

  • FIND THE ORIGINAL

    Prefer primary records and preserved signed texts.

  • CHECK THE SIGNATURE

    Use cryptographic verification where available.

  • CHECK THE DATE

    Keep claims aligned with the documented timeline.

ARCHIVE REFERENCES

  • CHECK THE CONTEXT

    A screenshot alone can remove essential information.

  • REPEAT THE METHOD

    Reliable decoding should be reproducible.

  • RESIST IMPERSONATION

    Do not assume that any modern project is the original group.

Stop guessing, start measuring

Start with the historical records and independently reproducible evidence.