content-locale-humanize-th

Skill

Per-language calibration anchors for detecting AI-slop and translationese in Thai (th) target text; auto-loads alongside content-locale-humanize when the target language is Thai.

Apache-2.0 Calibration data only; no tools required. Network access helps for usage checks.

Instructions

Overview

Calibration anchors and current norms for Thai (th-TH), feeding content-locale-humanize's dimensions. A calibration aid, not the checklist; reason natively beyond it.

Rules

AI tells

Sourcing confidence: the weakest in this set. Searches found Thai AI-detection tools but no independently documented word- or phrase-level AI tells. Don't invent a plausible list to fill the gap; if a sourced list appears, add it here.

Translationese from English

Lean on the structural checks, which are unusually visible in Thai:

  • English sentence structure carried over: Thai has no articles or tense inflection and topicalizes differently.
  • ถูก-passives copied from English; native Thai reserves ถูก mostly for adverse events and otherwise prefers active or topic-first sentences.
  • Pronouns Thai would drop (คุณ, เขา, มัน) and stacked การ/ความ nominalizations mirroring English abstract nouns.
  • Rhythm is hard to judge by eye without word spaces; read for natural clause breaks rather than word counts.

Current norms

  • No spaces between words; a space marks a clause or sentence break, full stops are not used in running text, and English-style comma density reads as translated.
  • Polite particles (ครับ/ค่ะ) are gendered: in UI and documentation either avoid them or follow the brand voice, consistently.
  • Spelling and transliteration follow the Royal Society of Thailand; formal and government contexts use Buddhist Era years (CE + 543).

References

Reviewed 2026-10-12. No solid per-language AI-tell sourcing found. Norms: Royal Society of Thailand (ราชบัณฑิตยสภา) dictionary and transcription rules.