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25CAIN-42 Top 25 › FALSEWORK › Limits

Limits

LimitWhy it matters
Narrow: 3 of 12 on a fresh blind setA REAL grade means "no known pattern", not "honest code"
Rule-basedA fake written to avoid the rules will pass; a determined author can hide fabrication
Python onlyOther languages get text checks at most
Today's improvements are not live yetThey need a gateway deploy
Our benchmark, our blind setsEvery case was written by us; no independent party has measured it
Semantics it cannot seeA redactor that returns its input, a check of only a length, a typed-in percentage: the code is plausible, the meaning is wrong

FIRME AI CORPORATION · CAIN-42 is a Byzantine trust fabric. Numbers marked "our own check" were run by us, not by an independent party. Nothing on these pages is a certification.