Unchecked or Falsely Accused?

Kazakh has written ң in five scripts.

Runes, the Arabic-script töte jazu, Latin, Cyrillic, and Latin again. The AI detectors schools download were built for English.

81.4%

of human-written Kazakh, all of it published before ChatGPT existed, flagged as AI by a public detector.

1.3%

of machine-written Kazakh is caught once the same detectors are retuned to stop accusing people.

Published student essays flagged as AI: 79.6%

Қазақ тіліQazaq tılı

In the 2021 Latin alphabet, machine-written Kazakh slips past every detector that ignores script.

0.9%

of human writing flagged by AINA-KK-Det, the detector built on this benchmark. It reads Ң and Ñ as one letter and still catches 88.8% of machine text from known generators.